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ELECTION THEFT IN PROGRESS?! 🔥 Dhruv Rathee Just Dropped A BOMBSHELL An Untested Software Playing God over tiny Spelling Errors (Mohammed vs Mohammad), Age Gaps, or Gender Mismatches. It first flagged 7 CRORE people in a Massive Glitch! Orders Flew via WhatsApp. Data Hidden in Unscannable PDFs. Analysis Blocked......

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তন্ময় l T͞anmoy l

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127,899 просмотров • 4 месяцев назад •via X (Twitter)

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ECI'S SECRET VOTER PURGE IN BENGAL EXPOSED 𝟏.𝟑𝟔 𝐂𝐑𝐎𝐑𝐄 𝐕𝐨𝐭𝐞𝐬 𝐒𝐢𝐥𝐞𝐧𝐜𝐞𝐝 𝐁𝐲 𝐀 𝐒𝐢𝐧𝐢𝐬𝐭𝐞𝐫 "𝐖𝐚𝐥𝐥" 𝐓𝐡𝐚𝐭 𝐉𝐮𝐬𝐭 𝐆𝐨𝐭 𝐒𝐡𝐚𝐭𝐭𝐞𝐫𝐞𝐝! 🔥 The Election Commission built a digital fortress around West Bengal's Electoral Rolls during the 2025-26 Special Intensive Revision (SIR). They invented a brand-new "Logical Discrepancy" category and slapped 1.36 CRORE voters Statewide with "Under Adjudication" tags — freezing their Voting Rights indefinitely with ZERO Explanation or Deadline. To bury the Truth, ECI released the rolls ONLY as massive scanned PDFs (228x larger than digital files), Blocked Automation with CAPTCHA Gates, Limited Downloads to 10 areas at a Time, and Slapped Diagonal "UNDER ADJUDICATION" Watermarks that Obscure Names on 1 in 10 entries. But Alt News just smashed through the Wall. They digitized 558 PDFs from Mamata Banerjee’s Bhabanipur and neighbouring Ballygunge seats. The Shocking Findings: • 39,604 voters (11.2% of the entire electorate in these two seats) marked “Under Adjudication” •;Muslims = 39.5% of voters… but 66.5% of those flagged • A Muslim voter is 3.1 times more likely than a Hindu voter to lose their right to vote • In Bhabanipur: Muslims (just 21.9% of voters) make up 51.8% of flagged cases — nearly 1 in every 4 Muslims targeted vs fewer than 1 in 17 Hindus This isn’t a Glitch. This is Systematic, Targeted Disenfranchisement ahead of Elections. #ElectionCommission #WestBengal #SupremeCourt
11:05

ECI'S SECRET VOTER PURGE IN BENGAL EXPOSED 𝟏.𝟑𝟔 𝐂𝐑𝐎𝐑𝐄 𝐕𝐨𝐭𝐞𝐬 𝐒𝐢𝐥𝐞𝐧𝐜𝐞𝐝 𝐁𝐲 𝐀 𝐒𝐢𝐧𝐢𝐬𝐭𝐞𝐫 "𝐖𝐚𝐥𝐥" 𝐓𝐡𝐚𝐭 𝐉𝐮𝐬𝐭 𝐆𝐨𝐭 𝐒𝐡𝐚𝐭𝐭𝐞𝐫𝐞𝐝! 🔥 The Election Commission built a digital fortress around West Bengal's Electoral Rolls during the 2025-26 Special Intensive Revision (SIR). They invented a brand-new "Logical Discrepancy" category and slapped 1.36 CRORE voters Statewide with "Under Adjudication" tags — freezing their Voting Rights indefinitely with ZERO Explanation or Deadline. To bury the Truth, ECI released the rolls ONLY as massive scanned PDFs (228x larger than digital files), Blocked Automation with CAPTCHA Gates, Limited Downloads to 10 areas at a Time, and Slapped Diagonal "UNDER ADJUDICATION" Watermarks that Obscure Names on 1 in 10 entries. But Alt News just smashed through the Wall. They digitized 558 PDFs from Mamata Banerjee’s Bhabanipur and neighbouring Ballygunge seats. The Shocking Findings: • 39,604 voters (11.2% of the entire electorate in these two seats) marked “Under Adjudication” •;Muslims = 39.5% of voters… but 66.5% of those flagged • A Muslim voter is 3.1 times more likely than a Hindu voter to lose their right to vote • In Bhabanipur: Muslims (just 21.9% of voters) make up 51.8% of flagged cases — nearly 1 in every 4 Muslims targeted vs fewer than 1 in 17 Hindus This isn’t a Glitch. This is Systematic, Targeted Disenfranchisement ahead of Elections. #ElectionCommission #WestBengal #SupremeCourt

তন্ময় l T͞anmoy l

28,207 просмотров • 4 месяцев назад

DEMOCRACY IS DEAD, ALGOCRACY IS HERE! 💀 YOUR VOTE IS BEING HIJACKED BY ALGORITHMS❓ MIT 2023 Bombshell: 64% of your Political Opinions aren't Yours — they're literally shaped by what Big Tech Algorithms shove down your throat. Not Logic. Not Facts. Just Engineered Feeds. 2024 Lok Sabha: 97 crore Voters turned out... but the Real Winner? Facebook, YouTube & X Algorithms curating Rage, Fear & Echo Chambers for Max Engagement (and ad revenue). 🔴 This isn't Tinfoil-hat stuff — It's Documented Science: • Cambridge Analytica stole 87 million Profiles → Weaponized Psych Data → Flipped Brexit (52% Leave) + Trump 2016. • 2019 India: WhatsApp became the Misinformation Capital (Oxford Internet Institute) — BJP Spent ~₹27 crore vs Congress ₹7 crore, but the Real War was Viral forwards Spreading Hate & Fakes. • Negative Rage-bait gets 2X Shares (Stanford Polarization Lab). • 73% Indian Voters Admit Social Media sways their Politics (Pew Research 2024). • 2024 Reality: Election Commission hit with 412 Deepfake Complaints — Fake Kejriwal Speeches, Doctored Rahul Gandhi clips racking up 10M+ views before takedown. • Microsoft 2024: China + Pakistan - linked Bot Farms & Disinformation Networks Pumping Polarization in India. 🔻How it Works - Every Click/Like → Massive Profile (Meta collects ~52,000 data points per user). AI Builds your Psychological Blueprint: Swing Voter? Apathetic? Loyalist? Feeds Weaponize Emotions — Anger/Fear/Pride → Dopamine Hits → Addiction → Shares. You live in curated "Reality": India sees pro-BJP Echo — No Common Truth. Result? Polarization Skyrockets (23% index jump with 70% social penetration in 2024). Voters Vote in Anger over Fakes. The Nightmare Ahead 2029 Elections — AI-generated Virtual Candidates Running Personalized Campaigns, Neuro-Marketing, Brain-level Conditioning. No Truth. No Free Will. Just Algocracy. Your Last Vote? Was it YOU... or The Algorithm that Programmed Your Outrage? #ElectionCommission #SupremeCourt #AIImpactSummit #ArtificialIntelligence #YouTubeDOWN
8:54

DEMOCRACY IS DEAD, ALGOCRACY IS HERE! 💀 YOUR VOTE IS BEING HIJACKED BY ALGORITHMS❓ MIT 2023 Bombshell: 64% of your Political Opinions aren't Yours — they're literally shaped by what Big Tech Algorithms shove down your throat. Not Logic. Not Facts. Just Engineered Feeds. 2024 Lok Sabha: 97 crore Voters turned out... but the Real Winner? Facebook, YouTube & X Algorithms curating Rage, Fear & Echo Chambers for Max Engagement (and ad revenue). 🔴 This isn't Tinfoil-hat stuff — It's Documented Science: • Cambridge Analytica stole 87 million Profiles → Weaponized Psych Data → Flipped Brexit (52% Leave) + Trump 2016. • 2019 India: WhatsApp became the Misinformation Capital (Oxford Internet Institute) — BJP Spent ~₹27 crore vs Congress ₹7 crore, but the Real War was Viral forwards Spreading Hate & Fakes. • Negative Rage-bait gets 2X Shares (Stanford Polarization Lab). • 73% Indian Voters Admit Social Media sways their Politics (Pew Research 2024). • 2024 Reality: Election Commission hit with 412 Deepfake Complaints — Fake Kejriwal Speeches, Doctored Rahul Gandhi clips racking up 10M+ views before takedown. • Microsoft 2024: China + Pakistan - linked Bot Farms & Disinformation Networks Pumping Polarization in India. 🔻How it Works - Every Click/Like → Massive Profile (Meta collects ~52,000 data points per user). AI Builds your Psychological Blueprint: Swing Voter? Apathetic? Loyalist? Feeds Weaponize Emotions — Anger/Fear/Pride → Dopamine Hits → Addiction → Shares. You live in curated "Reality": India sees pro-BJP Echo — No Common Truth. Result? Polarization Skyrockets (23% index jump with 70% social penetration in 2024). Voters Vote in Anger over Fakes. The Nightmare Ahead 2029 Elections — AI-generated Virtual Candidates Running Personalized Campaigns, Neuro-Marketing, Brain-level Conditioning. No Truth. No Free Will. Just Algocracy. Your Last Vote? Was it YOU... or The Algorithm that Programmed Your Outrage? #ElectionCommission #SupremeCourt #AIImpactSummit #ArtificialIntelligence #YouTubeDOWN

তন্ময় l T͞anmoy l

18,111 просмотров • 5 месяцев назад

Stew Peters just dropped a BOMBSHELL connecting the dots on the Charlie Kirk assassination and a massive "silent" shakeup at the Southern Border.🪖 The Facts They Don’t Want You To Know: 1️⃣ October 10, 2025: Exactly one month after Charlie’s murder, the entire 10th Mountain Division was quietly "fired" and replaced at the border. No awards. No ceremonies. Just NDAs and silence. 2️⃣ The Same Day: A catastrophic explosion at the AES facility in Tennessee killed 16 people. 3️⃣ The Plane: SAM 112—the VIP jet authorized only by the President or VP—flew directly over that facility on the day it blew up, coming straight from Fort Huachuca. Why was the 10th Mountain Division scattered to the wind? Why the 10-year NDAs for Turning Point staff? Why did a high-level government plane "detour" over an exploding factory? They didn't expect us to notice the details. They didn't expect us to track the tail numbers. But we are watching. Don't believe the propaganda. Look at the timeline. The people, the places, and the planes DON’T lie. FOLLOW Stew Peters Network Watch The FULL Clip, SHARE This Everywhere. 🗣️🇺🇸
1:06

Stew Peters just dropped a BOMBSHELL connecting the dots on the Charlie Kirk assassination and a massive "silent" shakeup at the Southern Border.🪖 The Facts They Don’t Want You To Know: 1️⃣ October 10, 2025: Exactly one month after Charlie’s murder, the entire 10th Mountain Division was quietly "fired" and replaced at the border. No awards. No ceremonies. Just NDAs and silence. 2️⃣ The Same Day: A catastrophic explosion at the AES facility in Tennessee killed 16 people. 3️⃣ The Plane: SAM 112—the VIP jet authorized only by the President or VP—flew directly over that facility on the day it blew up, coming straight from Fort Huachuca. Why was the 10th Mountain Division scattered to the wind? Why the 10-year NDAs for Turning Point staff? Why did a high-level government plane "detour" over an exploding factory? They didn't expect us to notice the details. They didn't expect us to track the tail numbers. But we are watching. Don't believe the propaganda. Look at the timeline. The people, the places, and the planes DON’T lie. FOLLOW Stew Peters Network Watch The FULL Clip, SHARE This Everywhere. 🗣️🇺🇸

Project Constitution

83,933 просмотров • 3 месяцев назад

This guy is a piece of work. Who owns John Thune? That’s the burning question ripping through MAGA right now. Peter Bernegger (Peter Bernegger), the election integrity bulldog behind Election Watch, just dropped a bombshell thread exposing what he calls massive “smurfing” into Thune’s campaign—$1,148,902 laundered through 3,996 tiny, suspicious donor transactions from 714 unique “smurfers.” Much of it allegedly funneled from US Treasury funds—your tax dollars. He filed an FEC complaint in Dec 2025, then sued the FEC in Jan 2026 when they ghosted it. Smurfing = criminal money laundering tactic: breaking big illegal donations into small, reportable chunks. Why? To hide the source. Bernegger’s hit other senators too: Baldwin, Graham, Klobuchar, etc. but Thune as Senate Majority Leader? This hits different. Why is Thune stonewalling the SAVE Act —talking filibuster on citizen-only voting when 80%+ Americans want it? Why block election security that could stop non-citizen voting cold? Follow the money: OpenSecrets shows Thune’s hauled in big from lobbyists ($437k+ cycle), securities/investment ($1.1M+), insurance, transportation—globalist-friendly industries that love open borders and cheap labor. So wait. Dark money floods in while he cuddles with the swamp? Is Thune owned by Big Lobby, dark money PACs, or worse—foreign-influenced slush funds via Treasury loopholes? Time to ask hard questions: Who really pulls Thune’s strings? Why no FEC action? Why no arrests? MAGA gifted Republicans a trifecta victory—yet unseen forces have a chokehold on leadership. Who owns John Thune? The American people deserve to know… and deserve better. 🇺🇸 #SmurfingScandal #SAVEAct #MAGA #ElectionIntegrity #JohnThune
1:01

This guy is a piece of work. Who owns John Thune? That’s the burning question ripping through MAGA right now. Peter Bernegger (Peter Bernegger), the election integrity bulldog behind Election Watch, just dropped a bombshell thread exposing what he calls massive “smurfing” into Thune’s campaign—$1,148,902 laundered through 3,996 tiny, suspicious donor transactions from 714 unique “smurfers.” Much of it allegedly funneled from US Treasury funds—your tax dollars. He filed an FEC complaint in Dec 2025, then sued the FEC in Jan 2026 when they ghosted it. Smurfing = criminal money laundering tactic: breaking big illegal donations into small, reportable chunks. Why? To hide the source. Bernegger’s hit other senators too: Baldwin, Graham, Klobuchar, etc. but Thune as Senate Majority Leader? This hits different. Why is Thune stonewalling the SAVE Act —talking filibuster on citizen-only voting when 80%+ Americans want it? Why block election security that could stop non-citizen voting cold? Follow the money: OpenSecrets shows Thune’s hauled in big from lobbyists ($437k+ cycle), securities/investment ($1.1M+), insurance, transportation—globalist-friendly industries that love open borders and cheap labor. So wait. Dark money floods in while he cuddles with the swamp? Is Thune owned by Big Lobby, dark money PACs, or worse—foreign-influenced slush funds via Treasury loopholes? Time to ask hard questions: Who really pulls Thune’s strings? Why no FEC action? Why no arrests? MAGA gifted Republicans a trifecta victory—yet unseen forces have a chokehold on leadership. Who owns John Thune? The American people deserve to know… and deserve better. 🇺🇸 #SmurfingScandal #SAVEAct #MAGA #ElectionIntegrity #JohnThune

Tosca Austen

58,310 просмотров • 5 месяцев назад

This guy is a piece of work. Who owns John Thune? That’s the burning question blazing thru MAGA right now. Peter Bernegger (Peter Bernegger), the election integrity bulldog behind Election Watch, just dropped a bombshell thread exposing what he calls massive “smurfing” into Thune’s campaign—$1,148,902 laundered through 3,996 tiny, suspicious donor transactions from 714 unique “smurfers.” Much of it allegedly funneled from US Treasury funds—your tax dollars. He filed an FEC complaint in Dec 2025, then sued the FEC in Jan 2026 when they ghosted it. Smurfing = criminal money laundering tactic: breaking big illegal donations into small, reportable chunks. Why? To hide the source. Bernegger’s hit other senators too: Baldwin, Graham, Klobuchar, etc. but Thune as Senate Majority Leader? This hits different. Why is Thune stonewalling the SAVE Act —talking filibuster on citizen-only voting when 80%+ Americans want it? Why block election security that could stop non-citizen voting cold? Follow the money: OpenSecrets shows Thune’s hauled in big from lobbyists ($437k+ cycle), securities/investment ($1.1M+), insurance, transportation—globalist-friendly industries that love open borders and cheap labor. So wait. Dark money floods in while he cuddles with the swamp? Is Thune owned by Big Lobby, dark money PACs, or worse—foreign-influenced slush funds via Treasury loopholes? Time to ask hard questions: Who really pulls Thune’s strings? Why no FEC action? Why no arrests? MAGA gifted Republicans a trifecta victory—yet unseen forces have a chokehold on leadership. Who owns John Thune? The American people deserve to know… and deserve better. 🇺🇸 #SmurfingScandal #SAVEAct #MAGA #ElectionIntegrity
1:24

This guy is a piece of work. Who owns John Thune? That’s the burning question blazing thru MAGA right now. Peter Bernegger (Peter Bernegger), the election integrity bulldog behind Election Watch, just dropped a bombshell thread exposing what he calls massive “smurfing” into Thune’s campaign—$1,148,902 laundered through 3,996 tiny, suspicious donor transactions from 714 unique “smurfers.” Much of it allegedly funneled from US Treasury funds—your tax dollars. He filed an FEC complaint in Dec 2025, then sued the FEC in Jan 2026 when they ghosted it. Smurfing = criminal money laundering tactic: breaking big illegal donations into small, reportable chunks. Why? To hide the source. Bernegger’s hit other senators too: Baldwin, Graham, Klobuchar, etc. but Thune as Senate Majority Leader? This hits different. Why is Thune stonewalling the SAVE Act —talking filibuster on citizen-only voting when 80%+ Americans want it? Why block election security that could stop non-citizen voting cold? Follow the money: OpenSecrets shows Thune’s hauled in big from lobbyists ($437k+ cycle), securities/investment ($1.1M+), insurance, transportation—globalist-friendly industries that love open borders and cheap labor. So wait. Dark money floods in while he cuddles with the swamp? Is Thune owned by Big Lobby, dark money PACs, or worse—foreign-influenced slush funds via Treasury loopholes? Time to ask hard questions: Who really pulls Thune’s strings? Why no FEC action? Why no arrests? MAGA gifted Republicans a trifecta victory—yet unseen forces have a chokehold on leadership. Who owns John Thune? The American people deserve to know… and deserve better. 🇺🇸 #SmurfingScandal #SAVEAct #MAGA #ElectionIntegrity

Tosca Austen

71,347 просмотров • 4 месяцев назад

GAMESTOP'S HIDDEN SHORT INTEREST JUST GOT EXPOSED AT 720% 🚨 They buried the truth in plain sight—your shares are drowning in synthetic fraud. 🕵️‍♂️ THE PLAYERS: - Subject: $GME GameStop massive hidden short exposure - The Victims: Retail apes holding the bag while Wall Street prints infinite shares - The Villains: Hedge funds + complicit regulators who let synthetics run wild THE CRIME 🔥 SEC's own 2021 GameStop report leaked the data they never wanted reverse-engineered. Noctis Research cracked Figure 6 pixel-by-pixel using machine learning clustering on 30,000+ color artifacts, traced every bar top, rebuilt the chart—revealing REAL short interest hit 720% during the squeeze window. Over 7x the float nuked by naked shorts. THE EVIDENCE 📊 Official reported short interest? A pathetic 15-16% joke today. But the forensic breakdown shows daily short imbalances stacking to 720% cumulative real exposure from Jan 19-Feb 5 2021. Buy orders matched with hidden shorts almost 1:1. Proof is in the pixels—they can't hide the math. THE COVERUP 🛡️ SEC dropped the report thinking no one would dig this deep. Wall Street's synthetic share machine keeps running because they control the narrative and the data. Noctis is the ONLY account on X to prove it with hard reverse-engineering. Credit where due. 📅 THE BOMBSHELL DROPPED: February 2026—right now it's exploding across X after Roberto Rios called it "insane" north of 200%. 1. Retweet if you're sick of Wall Street stealing from retail 2. Reply "720% FRAUD" if this pisses you off 3. Tag Noctis Research and an ape who needs to wake up $GME #GME #SilverBack Entertainment purposes only • DYOR
2:45

GAMESTOP'S HIDDEN SHORT INTEREST JUST GOT EXPOSED AT 720% 🚨 They buried the truth in plain sight—your shares are drowning in synthetic fraud. 🕵️‍♂️ THE PLAYERS: - Subject: $GME GameStop massive hidden short exposure - The Victims: Retail apes holding the bag while Wall Street prints infinite shares - The Villains: Hedge funds + complicit regulators who let synthetics run wild THE CRIME 🔥 SEC's own 2021 GameStop report leaked the data they never wanted reverse-engineered. Noctis Research cracked Figure 6 pixel-by-pixel using machine learning clustering on 30,000+ color artifacts, traced every bar top, rebuilt the chart—revealing REAL short interest hit 720% during the squeeze window. Over 7x the float nuked by naked shorts. THE EVIDENCE 📊 Official reported short interest? A pathetic 15-16% joke today. But the forensic breakdown shows daily short imbalances stacking to 720% cumulative real exposure from Jan 19-Feb 5 2021. Buy orders matched with hidden shorts almost 1:1. Proof is in the pixels—they can't hide the math. THE COVERUP 🛡️ SEC dropped the report thinking no one would dig this deep. Wall Street's synthetic share machine keeps running because they control the narrative and the data. Noctis is the ONLY account on X to prove it with hard reverse-engineering. Credit where due. 📅 THE BOMBSHELL DROPPED: February 2026—right now it's exploding across X after Roberto Rios called it "insane" north of 200%. 1. Retweet if you're sick of Wall Street stealing from retail 2. Reply "720% FRAUD" if this pisses you off 3. Tag Noctis Research and an ape who needs to wake up $GME #GME #SilverBack Entertainment purposes only • DYOR

Eronima

19,717 просмотров • 5 месяцев назад

Breaking Down Georgia's MASSIVE 2020 Election FRAUD with over 140 election laws and rules broken or violated. Watch them panic and try to shut the arguments down. Shocking Admissions from the State Election Board Hearing, board member Janice Johnston and officials reveal Fulton County's "improper procedures" and duplicative ballot images—scanned multiple times—during the presidential recount. Three separate counts yielded wildly inconsistent results, raising red flags about scanner errors and hidden ballots and potential manipulation. Yet, despite clear evidence of irregularities, no referral to the AG for prosecution? Justice is being purposely derailed because the ones at the top are also involved in the FRAUD. This isn't just a glitch; it's a systemic failure exposing potential high-level cover-ups involving the ones at the top, on the Election Board, the governors, Dominion, foreign countries, and the election officials themselves, in one massive election fraud operation just like Joe Biden said he put together. This is all the Ballot Categories and Counts from the Fulton County 2020 Presidential Election based on all of their own available data from the Georgia State Election Board hearing and related intel: Total Ballots Cast (Initial/Original Tabulation): 524,659 First Machine Count (Election Night): Total Cast Vote: Records: 528,776 Trump Votes: 137,240 Biden Votes: 381,144 Jorgensen Votes: 6,275 Hand Count Audit (Risk-Limiting Audit): Reported Total: Votes: 525,293 Trump Votes: 137,620 Biden Votes: 381,179 Jorgensen Votes: 6,494 Second Machine Count (Recount):Total Cast Vote: Records: 527,925 Trump Votes: 137,247 (+7 from first count) Biden Votes: 380,212 (-932 from first count) Jorgensen Votes: 6,320 (+45 from first count) Key Discrepancies and Irregularities are MASSIVE: Missing Ballot Images: First Machine Count: 376,863 missing images (out of 528,776 records) Second Machine Count: 17,852 missing images (out of 527,925 records) Duplicate Ballot Images/Scans (suggesting potential multiple counting): 3,075 duplicate images reported during recount 2,871 ballots/BMD printouts identified as counted 2-3 times in second machine count (sample analysis) 916 hand-marked paper ballots among duplicates 16,807 duplicate rows in hand count audit spreadsheet (out of 41,881 total rows) Other Discrepancies: Difference between original tabulation and hand count audit: 634 votes (0.12%) Adjusted error after omissions: 4,569 votes (0.87%) Cast vote records difference between first and second machine counts: 851 VIOLATIONS of election laws/rules: 140 Omitted Absentee Ballot Batch Sheets (ABBSs) in audit: 11 (depriving ~1,582 Trump votes, ~2,288 Biden votes, ~65 Jorgensen votes; total ~3,900 votes omitted) Biden's Georgia margin ~12,000 votes; Multiple different results and evidence of duplicates potentially effected tabulated results but is not "conclusive," but improper procedures are confirmed which point to potential fraud. But need the original ballots to confirm which they will not hand over. Not adding or including the potential of fake ballots, manipulated adjudication from on site or remotely, and not counting the recent 315,000 unauthenticated votes. Most IMPORTANTLY the actual physical ballots have still not been located or were given to the parties to examine for authenticity, conformation, matching signatures, etc., because they refused to hand them over to inspect which is now in a legal proceeding to hand them over. Why won't they hand the ballots over to be inspected? This should tell you everything you need to know and the most crucial aspect of the entire situation. They know they are fraudulent ballots or they already destroyed them, period.
8:06

Breaking Down Georgia's MASSIVE 2020 Election FRAUD with over 140 election laws and rules broken or violated. Watch them panic and try to shut the arguments down. Shocking Admissions from the State Election Board Hearing, board member Janice Johnston and officials reveal Fulton County's "improper procedures" and duplicative ballot images—scanned multiple times—during the presidential recount. Three separate counts yielded wildly inconsistent results, raising red flags about scanner errors and hidden ballots and potential manipulation. Yet, despite clear evidence of irregularities, no referral to the AG for prosecution? Justice is being purposely derailed because the ones at the top are also involved in the FRAUD. This isn't just a glitch; it's a systemic failure exposing potential high-level cover-ups involving the ones at the top, on the Election Board, the governors, Dominion, foreign countries, and the election officials themselves, in one massive election fraud operation just like Joe Biden said he put together. This is all the Ballot Categories and Counts from the Fulton County 2020 Presidential Election based on all of their own available data from the Georgia State Election Board hearing and related intel: Total Ballots Cast (Initial/Original Tabulation): 524,659 First Machine Count (Election Night): Total Cast Vote: Records: 528,776 Trump Votes: 137,240 Biden Votes: 381,144 Jorgensen Votes: 6,275 Hand Count Audit (Risk-Limiting Audit): Reported Total: Votes: 525,293 Trump Votes: 137,620 Biden Votes: 381,179 Jorgensen Votes: 6,494 Second Machine Count (Recount):Total Cast Vote: Records: 527,925 Trump Votes: 137,247 (+7 from first count) Biden Votes: 380,212 (-932 from first count) Jorgensen Votes: 6,320 (+45 from first count) Key Discrepancies and Irregularities are MASSIVE: Missing Ballot Images: First Machine Count: 376,863 missing images (out of 528,776 records) Second Machine Count: 17,852 missing images (out of 527,925 records) Duplicate Ballot Images/Scans (suggesting potential multiple counting): 3,075 duplicate images reported during recount 2,871 ballots/BMD printouts identified as counted 2-3 times in second machine count (sample analysis) 916 hand-marked paper ballots among duplicates 16,807 duplicate rows in hand count audit spreadsheet (out of 41,881 total rows) Other Discrepancies: Difference between original tabulation and hand count audit: 634 votes (0.12%) Adjusted error after omissions: 4,569 votes (0.87%) Cast vote records difference between first and second machine counts: 851 VIOLATIONS of election laws/rules: 140 Omitted Absentee Ballot Batch Sheets (ABBSs) in audit: 11 (depriving ~1,582 Trump votes, ~2,288 Biden votes, ~65 Jorgensen votes; total ~3,900 votes omitted) Biden's Georgia margin ~12,000 votes; Multiple different results and evidence of duplicates potentially effected tabulated results but is not "conclusive," but improper procedures are confirmed which point to potential fraud. But need the original ballots to confirm which they will not hand over. Not adding or including the potential of fake ballots, manipulated adjudication from on site or remotely, and not counting the recent 315,000 unauthenticated votes. Most IMPORTANTLY the actual physical ballots have still not been located or were given to the parties to examine for authenticity, conformation, matching signatures, etc., because they refused to hand them over to inspect which is now in a legal proceeding to hand them over. Why won't they hand the ballots over to be inspected? This should tell you everything you need to know and the most crucial aspect of the entire situation. They know they are fraudulent ballots or they already destroyed them, period.

The SCIF

40,962 просмотров • 7 месяцев назад

Ex-IPS, Former Dy NSA & Trusted Aide of .Amit Shah Ji...RN Ravi leaves from TN to Bengal as New Governor. With this Bengal Elections reach semi-final stage. Read & connect dots to know 'Great Bengal Game'. But 1st let's thank CJI Surya Kant Ji for his path-breaking judgement. 👉It started with ECI's SIR. 63 Lakh Dubious/Duplicate/Illegal Aliens DELETED. More 60 Lakh under investigation for 'Logical Discrepancies' (e.g., mismatches in parentage, age gaps, or progeny linking to the 2002 roll) and "unmapped" entries. Btw, Mamata Didi calls it 'Logistical Discrepancies'. 😂😂 👉Obviously as expected, Mamata Didi in desperate panic reaches Supreme Court. 👉After all Nautankis in SC...CJI Surya Kant Ji pointed out trust deficit b/w Mamata Didi & ECI and passed landmark judgement under extraordinary powers as per Article 142 of the Constitution. And what's that? CJI handed over verification of remaining 50 Lakh voters flagged under 'Logical Discrepancies' to JUDICIAL OFFICERS appointed by Kolkata HC. Means, Kolkata HC will appoint present & retired judges, judicial staff from Bengal, Odisha & Jharkhand to supervise strict scrutiny of voters with Logical Discrepancies in coordination with ECI. 🔥AND HERE IS THE MAIN GAME🔥 👉Do Judicial Officers have experience of carrying scrutiny as per ECI requirements?— NO 👉That may result in enormous delay in preparing final draft of votes list. But can .Election Commission of India be blamed for that?— NO 👉West Bengal Assembly is valid till 7 May 2026. Means Elections must be declared & conducted well in advance and New Govt must be formed MAX till 7 May 2026. AND THIS LOOKS A BLEAK POSSIBILITY AS OF NOW! 👉What happens if Elections aren't conducted & new govt is not formed till 7 May 2026? ASSEMBLY STANDS DISSOLVED & PRESIDENT RULE UNDER ARTICLE 356 BECOMES 'AUTOMATICALLY' APPLICABLE. The present State Govt loses all power. ALL POWERS come in hand of Governor RN Ravi who has vast experience of handling matters related to National Security. 🔥Can Mamata Didi cry foul in that case?— NO...as it's happening because of SC decision. 🔥Can CHINDIs blame #Modi Sarkar for it?— NO...as Modi Sarkar is nowhere in picture. It happens because of dispute created by Mamata Didi against ECI & interfered by SC. 🔥Can Bengal witness Free & Fair Elections?— Definitely YES. 🔥Can there be 'Usual' Poll Vi0£ence?— Minimal....as 480 CAPF Companies will directly operate under ECI & HARD Governor RN Ravi. 🔥WHAT WILL BE ELECTION RESULT IN THAT CASE IS ANYONE'S SIMPLE GUESS🔥 Thank You CJI Surya Kant Ji. Thank You CEC Gyanesh Kumar Ji. Mota Bhai, pls don't smile through the corner of lips. 😂😂😂 Ps- Wishful Pidiots will ask what if Judicial Officers complete work in time to conduct elections well before 7 May 2026? Answer is 'ki fark painda?'. 63 Lakh already deducted. Atleast 37 Lakh out of 60 Lakh still under scrutiny might be deleted. Everyone knows whose 1 Crore votes are gone with the wind! 😂😂 IN ANY CASE....MODI SARKAR CAN'T BE BLAMED & BJP GETS 'LEVEL PLAYING' FIELD WHICH IT CAN WIN!! All solutions need not be Political, some can be Judicial too.
0:22

Ex-IPS, Former Dy NSA & Trusted Aide of .Amit Shah Ji...RN Ravi leaves from TN to Bengal as New Governor. With this Bengal Elections reach semi-final stage. Read & connect dots to know 'Great Bengal Game'. But 1st let's thank CJI Surya Kant Ji for his path-breaking judgement. 👉It started with ECI's SIR. 63 Lakh Dubious/Duplicate/Illegal Aliens DELETED. More 60 Lakh under investigation for 'Logical Discrepancies' (e.g., mismatches in parentage, age gaps, or progeny linking to the 2002 roll) and "unmapped" entries. Btw, Mamata Didi calls it 'Logistical Discrepancies'. 😂😂 👉Obviously as expected, Mamata Didi in desperate panic reaches Supreme Court. 👉After all Nautankis in SC...CJI Surya Kant Ji pointed out trust deficit b/w Mamata Didi & ECI and passed landmark judgement under extraordinary powers as per Article 142 of the Constitution. And what's that? CJI handed over verification of remaining 50 Lakh voters flagged under 'Logical Discrepancies' to JUDICIAL OFFICERS appointed by Kolkata HC. Means, Kolkata HC will appoint present & retired judges, judicial staff from Bengal, Odisha & Jharkhand to supervise strict scrutiny of voters with Logical Discrepancies in coordination with ECI. 🔥AND HERE IS THE MAIN GAME🔥 👉Do Judicial Officers have experience of carrying scrutiny as per ECI requirements?— NO 👉That may result in enormous delay in preparing final draft of votes list. But can .Election Commission of India be blamed for that?— NO 👉West Bengal Assembly is valid till 7 May 2026. Means Elections must be declared & conducted well in advance and New Govt must be formed MAX till 7 May 2026. AND THIS LOOKS A BLEAK POSSIBILITY AS OF NOW! 👉What happens if Elections aren't conducted & new govt is not formed till 7 May 2026? ASSEMBLY STANDS DISSOLVED & PRESIDENT RULE UNDER ARTICLE 356 BECOMES 'AUTOMATICALLY' APPLICABLE. The present State Govt loses all power. ALL POWERS come in hand of Governor RN Ravi who has vast experience of handling matters related to National Security. 🔥Can Mamata Didi cry foul in that case?— NO...as it's happening because of SC decision. 🔥Can CHINDIs blame #Modi Sarkar for it?— NO...as Modi Sarkar is nowhere in picture. It happens because of dispute created by Mamata Didi against ECI & interfered by SC. 🔥Can Bengal witness Free & Fair Elections?— Definitely YES. 🔥Can there be 'Usual' Poll Vi0£ence?— Minimal....as 480 CAPF Companies will directly operate under ECI & HARD Governor RN Ravi. 🔥WHAT WILL BE ELECTION RESULT IN THAT CASE IS ANYONE'S SIMPLE GUESS🔥 Thank You CJI Surya Kant Ji. Thank You CEC Gyanesh Kumar Ji. Mota Bhai, pls don't smile through the corner of lips. 😂😂😂 Ps- Wishful Pidiots will ask what if Judicial Officers complete work in time to conduct elections well before 7 May 2026? Answer is 'ki fark painda?'. 63 Lakh already deducted. Atleast 37 Lakh out of 60 Lakh still under scrutiny might be deleted. Everyone knows whose 1 Crore votes are gone with the wind! 😂😂 IN ANY CASE....MODI SARKAR CAN'T BE BLAMED & BJP GETS 'LEVEL PLAYING' FIELD WHICH IT CAN WIN!! All solutions need not be Political, some can be Judicial too.

BhikuMhatre

91,782 просмотров • 5 месяцев назад

A ₹55,000+ CRORE BANK FRAUD! 🔥 THIS IS ABSOLUTELY SHOCKING – AND NO ONE IS TALKING ABOUT IT! Bank of Baroda's New York branch has been straight-up ACCUSED of being the "Lynchpin" that Operationalised One Of India's Biggest-ever Frauds — the BR Shetty NMC Health Empire Collapse. Hidden debts? Over $6-8 BILLION (yes, BILLION). Fake Financials, Forged Guarantees, Round-tripping Loans, Shady USD Transfers Funnelled Through BoB NY — All Exposed In Shetty’s Explosive $8 BILLION Lawsuit Against The Bank (And Others). I asked 10 random people around me: "Do You Know Who Br Shetty Is Or This Massive Scam?" ZERO knew. Not one. But Miss just ONE Loan EMI? Your Phone Blows Up 24×7, Family Gets Calls, Goons Show Up, CIBIL Destroyed, Life Ruined. Big Corporates & Fraudsters? Endless Passes. No Raids. No Headlines. No Outrage. A PSU Bank Linked To This Scale Of Scam… And India Is Sleeping? Why The Media Blackout? Why The Public Silence? WAKE UP... This is YOUR Money. YOUR Bank. YOUR Future they're Looting. #ModiInIsrael #PMModi #IndiaIsrael #Netanyahu
2:00

A ₹55,000+ CRORE BANK FRAUD! 🔥 THIS IS ABSOLUTELY SHOCKING – AND NO ONE IS TALKING ABOUT IT! Bank of Baroda's New York branch has been straight-up ACCUSED of being the "Lynchpin" that Operationalised One Of India's Biggest-ever Frauds — the BR Shetty NMC Health Empire Collapse. Hidden debts? Over $6-8 BILLION (yes, BILLION). Fake Financials, Forged Guarantees, Round-tripping Loans, Shady USD Transfers Funnelled Through BoB NY — All Exposed In Shetty’s Explosive $8 BILLION Lawsuit Against The Bank (And Others). I asked 10 random people around me: "Do You Know Who Br Shetty Is Or This Massive Scam?" ZERO knew. Not one. But Miss just ONE Loan EMI? Your Phone Blows Up 24×7, Family Gets Calls, Goons Show Up, CIBIL Destroyed, Life Ruined. Big Corporates & Fraudsters? Endless Passes. No Raids. No Headlines. No Outrage. A PSU Bank Linked To This Scale Of Scam… And India Is Sleeping? Why The Media Blackout? Why The Public Silence? WAKE UP... This is YOUR Money. YOUR Bank. YOUR Future they're Looting. #ModiInIsrael #PMModi #IndiaIsrael #Netanyahu

তন্ময় l T͞anmoy l

22,255 просмотров • 5 месяцев назад

September 2009. Jensen Huang walks onto a small stage at the Fairmont hotel in San Jose. About 1,500 people are in the room. He runs a company that makes chips for video games. He spends the next 8 minutes doing math on a whiteboard, explaining why the future of computing won't come from making CPUs faster. He calls it "CEO math" and apologizes in advance to every computer science professor in the audience. Then he lays out an argument that almost nobody took seriously at the time: the way to make computers dramatically faster is to pair a regular CPU with hundreds of tiny parallel processors, the kind that already exist inside graphics cards. One CPU for the sequential stuff. Hundreds of GPU cores for everything else. He calls it "heterogeneous computing." He shows the math. A workload that can be split into many pieces at once gets up to 200x faster on this combined system. A workload that has to run one step at a time loses nothing. "The most important thing in creating a new architecture," he says, "is to make sure it does no harm." This was the first GPU Technology Conference. NVIDIA had launched a software platform called CUDA three years earlier, in 2006, to let developers write programs that run on graphics cards instead of just regular processors. Almost nobody cared. GPUs were for rendering Call of Duty, not for scientific computing. The academic world was polite but skeptical. The enterprise world ignored it entirely. By this point, Huang had been making this argument for years. NVIDIA was a $7 billion company. It competed with AMD and Intel for market share in the graphics market. That was the whole business. Jensen kept saying the GPU wasn't just a gaming chip; it was a computing platform. He kept saying parallel processing would reshape every industry from medicine to finance to physics simulations. People kept nodding, then doing nothing. Then deep learning happened. Around 2012, AI researchers discovered that training a neural network, which means teaching a computer to recognize patterns by running the same calculation millions of times across huge datasets, was exactly the kind of workload Jensen had been describing. GPUs can train AI models 10 to 50 times faster than CPUs. The architecture he outlined in this 2009 talk, with one CPU handling step-by-step tasks while hundreds of GPU cores crunch through massive amounts of parallel data, is now the literal blueprint for every AI data center on earth. ChatGPT runs on NVIDIA GPUs. Claude runs on NVIDIA GPUs. Gemini, Llama, Midjourney, nearly every major AI model you've heard of was trained on NVIDIA hardware using CUDA, the software platform Jensen built for a market that didn't exist yet. NVIDIA was worth about $7 billion when Jensen gave this talk. It is worth over $4.4 trillion today. That's a 600x increase. Jensen Huang, who founded the company at a Denny's in 1993 with two friends, now has a net worth of over $160 billion. He made Forbes' list of the 10 richest people for the first time this year. GTC 2026 is currently ongoing. 17,000 people are packing a hockey arena to watch the same guy explain what comes next. In 2009, 1,500 people showed up at a hotel ballroom, most of them for gaming graphics.
8:19

September 2009. Jensen Huang walks onto a small stage at the Fairmont hotel in San Jose. About 1,500 people are in the room. He runs a company that makes chips for video games. He spends the next 8 minutes doing math on a whiteboard, explaining why the future of computing won't come from making CPUs faster. He calls it "CEO math" and apologizes in advance to every computer science professor in the audience. Then he lays out an argument that almost nobody took seriously at the time: the way to make computers dramatically faster is to pair a regular CPU with hundreds of tiny parallel processors, the kind that already exist inside graphics cards. One CPU for the sequential stuff. Hundreds of GPU cores for everything else. He calls it "heterogeneous computing." He shows the math. A workload that can be split into many pieces at once gets up to 200x faster on this combined system. A workload that has to run one step at a time loses nothing. "The most important thing in creating a new architecture," he says, "is to make sure it does no harm." This was the first GPU Technology Conference. NVIDIA had launched a software platform called CUDA three years earlier, in 2006, to let developers write programs that run on graphics cards instead of just regular processors. Almost nobody cared. GPUs were for rendering Call of Duty, not for scientific computing. The academic world was polite but skeptical. The enterprise world ignored it entirely. By this point, Huang had been making this argument for years. NVIDIA was a $7 billion company. It competed with AMD and Intel for market share in the graphics market. That was the whole business. Jensen kept saying the GPU wasn't just a gaming chip; it was a computing platform. He kept saying parallel processing would reshape every industry from medicine to finance to physics simulations. People kept nodding, then doing nothing. Then deep learning happened. Around 2012, AI researchers discovered that training a neural network, which means teaching a computer to recognize patterns by running the same calculation millions of times across huge datasets, was exactly the kind of workload Jensen had been describing. GPUs can train AI models 10 to 50 times faster than CPUs. The architecture he outlined in this 2009 talk, with one CPU handling step-by-step tasks while hundreds of GPU cores crunch through massive amounts of parallel data, is now the literal blueprint for every AI data center on earth. ChatGPT runs on NVIDIA GPUs. Claude runs on NVIDIA GPUs. Gemini, Llama, Midjourney, nearly every major AI model you've heard of was trained on NVIDIA hardware using CUDA, the software platform Jensen built for a market that didn't exist yet. NVIDIA was worth about $7 billion when Jensen gave this talk. It is worth over $4.4 trillion today. That's a 600x increase. Jensen Huang, who founded the company at a Denny's in 1993 with two friends, now has a net worth of over $160 billion. He made Forbes' list of the 10 richest people for the first time this year. GTC 2026 is currently ongoing. 17,000 people are packing a hockey arena to watch the same guy explain what comes next. In 2009, 1,500 people showed up at a hotel ballroom, most of them for gaming graphics.

Anish Moonka

413,645 просмотров • 4 месяцев назад

🚨 THEY'RE ALREADY WATCHING YOU: THE HIDDEN SURVEILLANCE GRID THAT ENDS FREEDOM FOREVER 🚨 A lone citizen just dropped a nuclear truth bomb at city council. Dozens of Flock Safety AI cameras track every car, every pedestrian, and soon your phone. Pre-crime predictions. Total movement logs. All feeding into a massive private network. This is not "public safety." This is the end of privacy as we know it. Backed by Peter Thiel's network with documented Epstein connections. Palantir-style tech now blanketing American streets without your vote or consent. They see where you drive. Who you meet. What you buy. Every pattern. Every deviation flagged as suspicious. Your daily life is becoming data for an AI that decides if you are "pre-criminal." This is Minority Report in real life. Except you never signed up and you cannot opt out.The grid is already here. Thousands of cities. Millions of cameras. Expanding with drones and facial recognition. Are you okay with invisible eyes following your family 24/7? What happens when they use this against political enemies... or you? When does "safety" become total control? Wake up. Share this video before they scrub it. Demand your city rips out every Flock camera NOW. This is the fight for what remains of your freedom. Watch it. Feel it. Act. Let me know what you think, and SHARE THIS so that others may too!
2:58

🚨 THEY'RE ALREADY WATCHING YOU: THE HIDDEN SURVEILLANCE GRID THAT ENDS FREEDOM FOREVER 🚨 A lone citizen just dropped a nuclear truth bomb at city council. Dozens of Flock Safety AI cameras track every car, every pedestrian, and soon your phone. Pre-crime predictions. Total movement logs. All feeding into a massive private network. This is not "public safety." This is the end of privacy as we know it. Backed by Peter Thiel's network with documented Epstein connections. Palantir-style tech now blanketing American streets without your vote or consent. They see where you drive. Who you meet. What you buy. Every pattern. Every deviation flagged as suspicious. Your daily life is becoming data for an AI that decides if you are "pre-criminal." This is Minority Report in real life. Except you never signed up and you cannot opt out.The grid is already here. Thousands of cities. Millions of cameras. Expanding with drones and facial recognition. Are you okay with invisible eyes following your family 24/7? What happens when they use this against political enemies... or you? When does "safety" become total control? Wake up. Share this video before they scrub it. Demand your city rips out every Flock camera NOW. This is the fight for what remains of your freedom. Watch it. Feel it. Act. Let me know what you think, and SHARE THIS so that others may too!

Noah B. Price

288,586 просмотров • 3 месяцев назад

Vibe computing is here. Or, as Matt Deitke @mattdietke, cofounder of Vercept, puts it "the first true AI operating layer" is here. I use it on my Mac, prompt to it, and it does stuff. Like changes system settings, watch how I work and gives suggestions, or copies and pastes from one application into another. I'm highly interested in how AI is changing how we work, so I sat down with Matt for an hour to get a much better look at how he thinks, and what his AI operating layer, Vy, is for. Here's what ChatGPT learned after I fed it the transcript: ++++++++++++ Vercept AI + Vi: Rethinking How We Use Computers 🚀 What It Is Vi is an AI-powered assistant that can control your entire Mac screen like a human would — moving the mouse, typing, clicking, navigating apps. It’s being called the first true AI operating layer — what you dubbed “AI operating system” or “vibe computing.” Unlike traditional assistants (Siri, Copilot, ChatGPT), Vy works across any app — from Descript to Chrome to Slack to Photoshop — and acts on your behalf. 🤯 Game-Changing Capabilities Does anything you can describe: “Unfollow people on X,” “Write a Word doc,” “Summarize my emails,” or “Plan my vacation in a spreadsheet.” Works via screenshots: Interprets your screen visually, just like a human would — no APIs or browser hooks needed. Cross-app workflows: Can copy data from one app to another, or handle complex tasks like “look up 10 Goodreads books, extract data, and fill a spreadsheet.” Understands vague language: Even if you don’t use exact names or phrasing, Vy figures it out. 🧠 Where It’s Going Will evolve to: Run in the background Manage multiple apps and windows Act like a team of virtual assistants Work on Apple Vision Pro and future AR/AI interfaces Long-term vision: Vy becomes a swarm of agents running “24/7 like a digital company” doing real, expert-level work. 💼 For Power Users & Enterprises Strong use cases for: Developers using Cursor or VS Code Researchers summarizing YouTube videos, PDFs, long threads Execs automating emails, calendar, reports Batching tasks, templates, and macros are coming: “Tell Elon X, Y, Z” → will soon run across apps and reuse workflows. 🔐 Privacy & Safety Runs locally, stores nothing permanently, doesn’t send screen data to servers. You control when it’s active. Cept prioritizes on-device execution and temporary-only data. Security-conscious users (like Apple employees) will eventually get fully offline modes. 💵 Business Model Currently 100% free while in early access. Future: Premium plans, pro tools, enterprise deployments. 🧑‍🔬 The Founders A veteran computer vision & AI research team from University of Washington, Allen Institute for AI, and early deep learning work. Includes Ross Girshick, one of the most cited researchers in computer vision. 🔮 The Future Matt sees Vy evolving into: A universal expert-level interface across all digital tools The AI-powered bridge between humans and complex systems (e.g., building robots via simulators, managing workflows, analyzing regulations) A new way to compute, where you just describe your goal and it gets done — quietly, in the background, or visually on screen. Try it at:
38:12

Vibe computing is here. Or, as Matt Deitke @mattdietke, cofounder of Vercept, puts it "the first true AI operating layer" is here. I use it on my Mac, prompt to it, and it does stuff. Like changes system settings, watch how I work and gives suggestions, or copies and pastes from one application into another. I'm highly interested in how AI is changing how we work, so I sat down with Matt for an hour to get a much better look at how he thinks, and what his AI operating layer, Vy, is for. Here's what ChatGPT learned after I fed it the transcript: ++++++++++++ Vercept AI + Vi: Rethinking How We Use Computers 🚀 What It Is Vi is an AI-powered assistant that can control your entire Mac screen like a human would — moving the mouse, typing, clicking, navigating apps. It’s being called the first true AI operating layer — what you dubbed “AI operating system” or “vibe computing.” Unlike traditional assistants (Siri, Copilot, ChatGPT), Vy works across any app — from Descript to Chrome to Slack to Photoshop — and acts on your behalf. 🤯 Game-Changing Capabilities Does anything you can describe: “Unfollow people on X,” “Write a Word doc,” “Summarize my emails,” or “Plan my vacation in a spreadsheet.” Works via screenshots: Interprets your screen visually, just like a human would — no APIs or browser hooks needed. Cross-app workflows: Can copy data from one app to another, or handle complex tasks like “look up 10 Goodreads books, extract data, and fill a spreadsheet.” Understands vague language: Even if you don’t use exact names or phrasing, Vy figures it out. 🧠 Where It’s Going Will evolve to: Run in the background Manage multiple apps and windows Act like a team of virtual assistants Work on Apple Vision Pro and future AR/AI interfaces Long-term vision: Vy becomes a swarm of agents running “24/7 like a digital company” doing real, expert-level work. 💼 For Power Users & Enterprises Strong use cases for: Developers using Cursor or VS Code Researchers summarizing YouTube videos, PDFs, long threads Execs automating emails, calendar, reports Batching tasks, templates, and macros are coming: “Tell Elon X, Y, Z” → will soon run across apps and reuse workflows. 🔐 Privacy & Safety Runs locally, stores nothing permanently, doesn’t send screen data to servers. You control when it’s active. Cept prioritizes on-device execution and temporary-only data. Security-conscious users (like Apple employees) will eventually get fully offline modes. 💵 Business Model Currently 100% free while in early access. Future: Premium plans, pro tools, enterprise deployments. 🧑‍🔬 The Founders A veteran computer vision & AI research team from University of Washington, Allen Institute for AI, and early deep learning work. Includes Ross Girshick, one of the most cited researchers in computer vision. 🔮 The Future Matt sees Vy evolving into: A universal expert-level interface across all digital tools The AI-powered bridge between humans and complex systems (e.g., building robots via simulators, managing workflows, analyzing regulations) A new way to compute, where you just describe your goal and it gets done — quietly, in the background, or visually on screen. Try it at:

Robert Scoble

17,509 просмотров • 1 год назад

🚨BOMBSHELL: The Lombardi-Genovese CONNECTION Exposed — Did Charlie Kirk REVEAL Erika’s HIDDEN Family Ties? 🏆🏈 Candace Owens just dropped what might be the most "unsettling" piece of the puzzle yet in Episode 4 of The Bride of Charlie. In a newly unearthed clip, Charlie Kirk himself confirms a shocking secret about Erika’s bloodline: Erika Kirk’s mother, Lori, is a direct descendant of Vince Lombardi—the legendary NFL icon for whom the Super Bowl trophy is named. The Secret Legacy During an "Ask Me Anything" segment, Charlie spills the beans: "My wife Erika is from the Lombardi family... her mom's a Lombardi... direct bloodline, lineal descent from Vince." — Charlie Kirk Charlie even mentions their house is filled with Lombardi family "paraphernalia" worth a fortune. But as Candace points out, Charlie isn't one for hyperbole—if he says "direct bloodline," he means Lori is the offspring of the man himself. Lombardi vs. Lombardo: A Darker Connection? Candace digs deeper into the family tree and finds a curious discrepancy. While Charlie says "Lombardi," official records and obituaries list Erika’s maternal grandmother as Angelina Lombardo. In the world of genealogy and crime history, these names were often interchangeable. If Erika is a Lombardi, she is also tied to the Lombardo-Genovese legacy—a powerful crime family infamous for: Illegal Gambling & Bookmaking 🎰 Massive Fraud & Racketeering 📉 Rigged Sports Betting 🏈⚖️ Why the "Vulnerable" Posts? Candace questions why Erika suddenly started posting "emotionally manipulative" reels of her mother, Lori, in a vulnerable state just days before Charlie’s assassination. Is it a distraction? Or is it a way to gatekeep a family history that includes both the highest honors in American sports and the deepest ties to organized crime? "We cannot have even one thing. Figure it out, internet. Is Lori actually Vince's kid? Did he have one out of wedlock? A direct descendant means a direct descendant." — Candace Owens Is Erika Kirk the heir to a coaching legend, or is she the scion of a gambling and racketeering empire? Watch the full EPISODE below — your mind will be blown.👇Drop a 🔥 if the vibes are off the charts with Erika. RT this everywhere — bloodlines don't lie. FOLLOW Candace Owens— keep exposing queen
7:09

🚨BOMBSHELL: The Lombardi-Genovese CONNECTION Exposed — Did Charlie Kirk REVEAL Erika’s HIDDEN Family Ties? 🏆🏈 Candace Owens just dropped what might be the most "unsettling" piece of the puzzle yet in Episode 4 of The Bride of Charlie. In a newly unearthed clip, Charlie Kirk himself confirms a shocking secret about Erika’s bloodline: Erika Kirk’s mother, Lori, is a direct descendant of Vince Lombardi—the legendary NFL icon for whom the Super Bowl trophy is named. The Secret Legacy During an "Ask Me Anything" segment, Charlie spills the beans: "My wife Erika is from the Lombardi family... her mom's a Lombardi... direct bloodline, lineal descent from Vince." — Charlie Kirk Charlie even mentions their house is filled with Lombardi family "paraphernalia" worth a fortune. But as Candace points out, Charlie isn't one for hyperbole—if he says "direct bloodline," he means Lori is the offspring of the man himself. Lombardi vs. Lombardo: A Darker Connection? Candace digs deeper into the family tree and finds a curious discrepancy. While Charlie says "Lombardi," official records and obituaries list Erika’s maternal grandmother as Angelina Lombardo. In the world of genealogy and crime history, these names were often interchangeable. If Erika is a Lombardi, she is also tied to the Lombardo-Genovese legacy—a powerful crime family infamous for: Illegal Gambling & Bookmaking 🎰 Massive Fraud & Racketeering 📉 Rigged Sports Betting 🏈⚖️ Why the "Vulnerable" Posts? Candace questions why Erika suddenly started posting "emotionally manipulative" reels of her mother, Lori, in a vulnerable state just days before Charlie’s assassination. Is it a distraction? Or is it a way to gatekeep a family history that includes both the highest honors in American sports and the deepest ties to organized crime? "We cannot have even one thing. Figure it out, internet. Is Lori actually Vince's kid? Did he have one out of wedlock? A direct descendant means a direct descendant." — Candace Owens Is Erika Kirk the heir to a coaching legend, or is she the scion of a gambling and racketeering empire? Watch the full EPISODE below — your mind will be blown.👇Drop a 🔥 if the vibes are off the charts with Erika. RT this everywhere — bloodlines don't lie. FOLLOW Candace Owens— keep exposing queen

Project Constitution

154,249 просмотров • 5 месяцев назад

‼️BREAKING: Candace Owens Celebrating MASSIVE WIN For Truth In Blake Lively Vs Justin Baldoni Lawsuit 🎉 Candace Owens is taking a massive victory lap tonight over the settlement of the Blake Lively v. Justin Baldoni lawsuit. What the mainstream media tried to package as "celebrity drama" was actually a coordinated digital hit job designed to bully an independent creator out of his own movie rights. The Strategy of Evil: Candace breaks down the "Hollywood Gang" playbook: If you own something valuable (like the rights to a hit movie), the A-list elites will try to "problematize" you. Blake Lively allegedly brought in a PR firm run by former CIA agents to craft a narrative of "sexual harassment" and "retaliation" just to force Baldoni to hand over the keys to his empire. The "Nicepool" Bullying: The evidence of the "sadistic" bullying was hidden in plain sight. Ryan Reynolds and Hugh Jackman used the massive Deadpool platform to mock and "dramatically murder" a character clearly meant to represent Justin Baldoni. While Baldoni was being banished to the basement of his own movie premiere—literally sitting on crates of Dasani water—the "cool kids" were upstairs trying to erase him from his own success. The Turning Point: The public didn't buy the script. Thanks to "meddling kids" on TikTok and independent researchers, the truth came out. The Judicial Blow: The judge dismissed 10 out of 13 of Lively's claims. The Community Note: Even Blake’s "victory" statement was slapped with a Community Note for misleading the public about the judge's ruling. The Settlement: Faced with a trial they couldn't rig, the Lively-Reynolds camp settled. Why This Matters for America First: Candace connects this directly to her own legal battles with the Daily Wire and Brian Harpole. These people move like a "beehive" looking for their next victim, using arbitration and secret courts to hide their abuses. But when the light of public scrutiny hits, the "perceived power" of the A-list vanishes. Truth doesn't need an A-list best friend or a CIA-linked PR firm. It just needs people willing to notice the heist in progress. When you see an entire industry turn on one man for "private reasons," look for the publishing rights. Are you glad to see the "A-List Bully" narrative finally collapsed? FOLLOW Candace Owens, RT and watch her FULL episode linked below.👇
11:10

‼️BREAKING: Candace Owens Celebrating MASSIVE WIN For Truth In Blake Lively Vs Justin Baldoni Lawsuit 🎉 Candace Owens is taking a massive victory lap tonight over the settlement of the Blake Lively v. Justin Baldoni lawsuit. What the mainstream media tried to package as "celebrity drama" was actually a coordinated digital hit job designed to bully an independent creator out of his own movie rights. The Strategy of Evil: Candace breaks down the "Hollywood Gang" playbook: If you own something valuable (like the rights to a hit movie), the A-list elites will try to "problematize" you. Blake Lively allegedly brought in a PR firm run by former CIA agents to craft a narrative of "sexual harassment" and "retaliation" just to force Baldoni to hand over the keys to his empire. The "Nicepool" Bullying: The evidence of the "sadistic" bullying was hidden in plain sight. Ryan Reynolds and Hugh Jackman used the massive Deadpool platform to mock and "dramatically murder" a character clearly meant to represent Justin Baldoni. While Baldoni was being banished to the basement of his own movie premiere—literally sitting on crates of Dasani water—the "cool kids" were upstairs trying to erase him from his own success. The Turning Point: The public didn't buy the script. Thanks to "meddling kids" on TikTok and independent researchers, the truth came out. The Judicial Blow: The judge dismissed 10 out of 13 of Lively's claims. The Community Note: Even Blake’s "victory" statement was slapped with a Community Note for misleading the public about the judge's ruling. The Settlement: Faced with a trial they couldn't rig, the Lively-Reynolds camp settled. Why This Matters for America First: Candace connects this directly to her own legal battles with the Daily Wire and Brian Harpole. These people move like a "beehive" looking for their next victim, using arbitration and secret courts to hide their abuses. But when the light of public scrutiny hits, the "perceived power" of the A-list vanishes. Truth doesn't need an A-list best friend or a CIA-linked PR firm. It just needs people willing to notice the heist in progress. When you see an entire industry turn on one man for "private reasons," look for the publishing rights. Are you glad to see the "A-List Bully" narrative finally collapsed? FOLLOW Candace Owens, RT and watch her FULL episode linked below.👇

Project Constitution

16,335 просмотров • 3 месяцев назад

Antrim County, MI 2020 ELECTION FRAUD EXPOSED as forensic experts uncover foreign IPs on voting machines, anonymous remote access, software subversion, and compromised security allowing vote manipulation in the 2020 election. Taiwan & German connections, deleted logs, no ballot images, high reversal rates, and deliberate error suppression. The "human error" excuse doesn't hold up, the 2020 election was stolen. 1. Critical Cybersecurity Vulnerabilities Foreign IP addresses communicating with Dominion ImageCast X (ICX) devices, Taiwan IP 120.125.201.101 linked to Ministry of Education, German IP 62.146.7.79. Machines were not air-gapped as claimed. ES&S DS200 tabulators had active Verizon cellular modems that auto-powered on and transmitted vote totals wirelessly. Anonymous remote administrative logins to the Antrim County Election Management System (EMS) on Nov 5 and Nov 17, 2020, with escalated privileges. Windows security logs deleted before Nov 4, 2020, 31-day window for anti-forensic activity. 2. Database Security and Encryption Failures Master cryptographic keys stored in plaintext in the SQL database, allowing potential alteration of results. Hard-coded weak/default passwords. Examples are ridiculous, "dvscorp08!" unchanged since 2008, "123456", "12345678", "11032020," etc. Technician passcodes allowed poll reopening, time manipulation on tapes, and ballot injection. Microsoft SQL Server tools installed, not approved. Windows authentication mode enabled broad access to alter votes, accounts, and logs. 3. Evidence of Software Subversion EMS/RTR software allegedly subverted to suppress error reporting, test ballots with swapped votes reported as undervotes instead of errors. Anomalies in Barry County, unusually high votes for minor candidate Rocky De La Fuente early on, later corrected dramatically. Helena Township discrepancies between compact flash card data and official reports, hundreds of votes unaccounted for. High ballot reversal rates in multiple locations, 82% in Central Lake on Nov 6, 110% in Warner Township LAT on Oct 20, 28.9% in Mancelona Precinct 1. 4. Ballot Handling and Tabulation Irregularities Ballots lacked serial numbers, allowing unlimited re-scanning or duplication without detection. Ballot PDF formatting flaws, asymmetric margins, 1mm shifts in markers/contests caused high reversal/misread rates, especially when fed bottom-first. Late-night processing anomalies. A good example is 313 ballots every 11 seconds in Mancelona. ElectionSource technicians had centralized control over project files, passwords, encryption keys, and ballot PDFs with poor version control and ignored warnings. 5. Missing Evidence and Audit Trail Gaps Significant equipment never produced for analysis, ImageCast Listener Express Server, firewall, switch, 17 ICP wireless modems, Communications Manager Server, RAS, 5 USB modems, network logs. No ballot images on any of the 38 compact flash cards examined, none imported into EMS, contrary to vendor training. Auto-deleting telemetry/logs, CEIP set to delete every 5 minutes, security logs missing or deleted. Michigan Secretary of State December 2020 memo allegedly authorizing destruction of records before full forensics. 6. Significant Findings to Add Contradictions with Prof. J. Alex Halderman's report article's experts claim Halderman ignored high reversal rates, anonymous logins, and that testing showed subversion behavior not explained by human error alone. They attempted to pass "fraud" as "errors," and overlooked many aspects, which have now been uncovered years after Halderman's original report. Lawsuit, Bailey v. Antrim County, dismissed as moot after a statewide audit, May 2021 circuit court, affirmed by Court of Appeals April 2022, Michigan Supreme Court declined Dec 2022. The trial judge stated the ruling did not mean there were "no problems" in how Antrim County conducted the election. There was just massive fraud. Overall conclusion finds systemic vulnerabilities, potential for undetected manipulation, which seems to be a similar pattern across the country, concluding that the 2020 election should not have been certified when fraud persists at this high of a level and in this many states.
2:52

Antrim County, MI 2020 ELECTION FRAUD EXPOSED as forensic experts uncover foreign IPs on voting machines, anonymous remote access, software subversion, and compromised security allowing vote manipulation in the 2020 election. Taiwan & German connections, deleted logs, no ballot images, high reversal rates, and deliberate error suppression. The "human error" excuse doesn't hold up, the 2020 election was stolen. 1. Critical Cybersecurity Vulnerabilities Foreign IP addresses communicating with Dominion ImageCast X (ICX) devices, Taiwan IP 120.125.201.101 linked to Ministry of Education, German IP 62.146.7.79. Machines were not air-gapped as claimed. ES&S DS200 tabulators had active Verizon cellular modems that auto-powered on and transmitted vote totals wirelessly. Anonymous remote administrative logins to the Antrim County Election Management System (EMS) on Nov 5 and Nov 17, 2020, with escalated privileges. Windows security logs deleted before Nov 4, 2020, 31-day window for anti-forensic activity. 2. Database Security and Encryption Failures Master cryptographic keys stored in plaintext in the SQL database, allowing potential alteration of results. Hard-coded weak/default passwords. Examples are ridiculous, "dvscorp08!" unchanged since 2008, "123456", "12345678", "11032020," etc. Technician passcodes allowed poll reopening, time manipulation on tapes, and ballot injection. Microsoft SQL Server tools installed, not approved. Windows authentication mode enabled broad access to alter votes, accounts, and logs. 3. Evidence of Software Subversion EMS/RTR software allegedly subverted to suppress error reporting, test ballots with swapped votes reported as undervotes instead of errors. Anomalies in Barry County, unusually high votes for minor candidate Rocky De La Fuente early on, later corrected dramatically. Helena Township discrepancies between compact flash card data and official reports, hundreds of votes unaccounted for. High ballot reversal rates in multiple locations, 82% in Central Lake on Nov 6, 110% in Warner Township LAT on Oct 20, 28.9% in Mancelona Precinct 1. 4. Ballot Handling and Tabulation Irregularities Ballots lacked serial numbers, allowing unlimited re-scanning or duplication without detection. Ballot PDF formatting flaws, asymmetric margins, 1mm shifts in markers/contests caused high reversal/misread rates, especially when fed bottom-first. Late-night processing anomalies. A good example is 313 ballots every 11 seconds in Mancelona. ElectionSource technicians had centralized control over project files, passwords, encryption keys, and ballot PDFs with poor version control and ignored warnings. 5. Missing Evidence and Audit Trail Gaps Significant equipment never produced for analysis, ImageCast Listener Express Server, firewall, switch, 17 ICP wireless modems, Communications Manager Server, RAS, 5 USB modems, network logs. No ballot images on any of the 38 compact flash cards examined, none imported into EMS, contrary to vendor training. Auto-deleting telemetry/logs, CEIP set to delete every 5 minutes, security logs missing or deleted. Michigan Secretary of State December 2020 memo allegedly authorizing destruction of records before full forensics. 6. Significant Findings to Add Contradictions with Prof. J. Alex Halderman's report article's experts claim Halderman ignored high reversal rates, anonymous logins, and that testing showed subversion behavior not explained by human error alone. They attempted to pass "fraud" as "errors," and overlooked many aspects, which have now been uncovered years after Halderman's original report. Lawsuit, Bailey v. Antrim County, dismissed as moot after a statewide audit, May 2021 circuit court, affirmed by Court of Appeals April 2022, Michigan Supreme Court declined Dec 2022. The trial judge stated the ruling did not mean there were "no problems" in how Antrim County conducted the election. There was just massive fraud. Overall conclusion finds systemic vulnerabilities, potential for undetected manipulation, which seems to be a similar pattern across the country, concluding that the 2020 election should not have been certified when fraud persists at this high of a level and in this many states.

The SCIF

13,178 просмотров • 1 месяц назад

🚨 TYLER ROBINSON HEARING BOMBSHELL: Judge Rules on Transparency – But Massive Conflict of Interest Still Unresolved 🚨 Today's (Dec 29, 2025) hearing in the Tyler Robinson case just dropped major rulings – here's what it means for justice, free speech, and transparency: The Good (Sort Of): 🔘Judge ordered the Oct 24 transcript unsealed with only minimal redactions (~246 words out of 80 pages) – mostly for courtroom security details. Full audio coming in ~2 weeks (after redactions applied). 🔘Media's right to intervene denied, but press must be notified of future closure motions. 🔘Judge emphasized public access is "foundational" but qualified – a win for openness over total secrecy. This is a step toward transparency – the public gets to see/hear most of what happened in that sealed hearing. The Bad & Suspicious: ⚠️Michael Burt (defense attorney) STILL HAS NOT RECUSED HIMSELF – even after being exposed as cousin to Terrell Farnsworth (TPUSA AV guy who tampered with crime scene SD cards and lied about it). Terrell is a key witness... and potential suspect in evidence contamination. This is a GLARING, MASSIVE conflict of interest. How can Tyler get a fair trial when his own lawyer is family-tied to someone with direct access to the crime scene? The judge didn't address this today – it's unacceptable. Tyler Robinson deserves an impartial defense, not one compromised by family loyalty to TPUSA insiders. What This Means: Partial transparency win – but the system is still protecting security details over full truth. Free speech & justice take another hit when conflicts like Burt/Farnsworth go ignored. If Tyler's defense is sabotaged from within... this becomes a show trial. Everyone needs to flood the court demanding Michael Burt recuse or be removed IMMEDIATELY. This isn't just about Tyler – it's about whether our justice system works for patsies or real accountability. Justice for Tyler Robinson. Justice for Charlie Kirk. Full hearing video attached – watch the judge's ruling yourself. Demand fairness. Tag Candace Owens, Share & contact the court. 🔥
17:04

🚨 TYLER ROBINSON HEARING BOMBSHELL: Judge Rules on Transparency – But Massive Conflict of Interest Still Unresolved 🚨 Today's (Dec 29, 2025) hearing in the Tyler Robinson case just dropped major rulings – here's what it means for justice, free speech, and transparency: The Good (Sort Of): 🔘Judge ordered the Oct 24 transcript unsealed with only minimal redactions (~246 words out of 80 pages) – mostly for courtroom security details. Full audio coming in ~2 weeks (after redactions applied). 🔘Media's right to intervene denied, but press must be notified of future closure motions. 🔘Judge emphasized public access is "foundational" but qualified – a win for openness over total secrecy. This is a step toward transparency – the public gets to see/hear most of what happened in that sealed hearing. The Bad & Suspicious: ⚠️Michael Burt (defense attorney) STILL HAS NOT RECUSED HIMSELF – even after being exposed as cousin to Terrell Farnsworth (TPUSA AV guy who tampered with crime scene SD cards and lied about it). Terrell is a key witness... and potential suspect in evidence contamination. This is a GLARING, MASSIVE conflict of interest. How can Tyler get a fair trial when his own lawyer is family-tied to someone with direct access to the crime scene? The judge didn't address this today – it's unacceptable. Tyler Robinson deserves an impartial defense, not one compromised by family loyalty to TPUSA insiders. What This Means: Partial transparency win – but the system is still protecting security details over full truth. Free speech & justice take another hit when conflicts like Burt/Farnsworth go ignored. If Tyler's defense is sabotaged from within... this becomes a show trial. Everyone needs to flood the court demanding Michael Burt recuse or be removed IMMEDIATELY. This isn't just about Tyler – it's about whether our justice system works for patsies or real accountability. Justice for Tyler Robinson. Justice for Charlie Kirk. Full hearing video attached – watch the judge's ruling yourself. Demand fairness. Tag Candace Owens, Share & contact the court. 🔥

Project Constitution

115,000 просмотров • 7 месяцев назад

Stop Gambling, Start Engineering: The Ultimate Guide To CCXT Algorithmic Trading most traders are essentially walking into a high stakes casino with a blindfold on while the house has a high speed laser aimed directly at their bankroll. if you have ever felt the soul crushing weight of a liquidation notification at three in the morning then you know the market is a 24/7 beast that eats human emotion for breakfast there is a hidden bridge that connects your laptop to almost every major crypto exchange in existence and once you cross it the game changes forever. my name is moon dev i believe that code is the great equalizer because through losing money with liquidations and over trading i knew i had to automate my trading so i learned to code as in the past i spent hundreds of thousands on devs for app, thinking i would not be able to code myself w/ bots you must iterate to success so i decided to learn live on youtube, and now we are here, fully automated systems trading for me instead of getting liquidated. the secret weapon behind this transition is a library called ccxt which acts as a universal translator for exchanges like binance, bybit, and kucoin most people think they need to spend years studying computer science just to place a single trade via code but that is a lie designed to keep you on the sidelines. the reality is that once you understand how to initialize a connection you can control your entire portfolio with just a few lines of logic. it starts with importing the library and setting up your credentials in a way that doesn't leave your keys exposed to the world the first mistake that bankrupts most manual traders is the inability to act fast enough when the trend shifts. when you build a bot the first thing you need to master is the market order because it allows you to enter or exit a position instantly regardless of the price. it is the ultimate panic button for when a strategy goes south or a massive opportunity presents itself while market orders are great for speed they are the fastest way to get eaten alive by fees if you are not careful. this is where the limit order comes into play allowing you to dictate exactly what price you are willing to pay for an asset. by using a create limit order function you can place your bids and asks in the order book and wait for the market to come to you most traders forget that once an order is placed it stays active until it is either filled or manually removed. i have seen countless accounts go to zero because a bot kept piling on buy orders without ever checking to see if the previous ones were canceled. the cancel all orders function is the invisible shield that prevents your algorithm from accidentally over leveraging your account the real magic happens when you realize you can cancel more than just basic limit orders. there are untriggered conditional orders like stop losses and take profits that often hide in the background of an exchange waiting to ruin your day. by passing specific parameters into your cancel function you can wipe the slate clean and ensure your bot is starting from a neutral state every single time if you want to know what the whales are doing before it shows up on a candle chart then you need to be looking at the raw order book. fetching the order book gives you a direct view of every single bid and ask currently sitting on the exchange. this is the most honest data you can get because it represents real money waiting to be filled at specific price levels you can actually parse this data to find the exact top of the bid and the bottom of the ask to ensure your bot always gets the best possible entry. most retail traders are looking at delayed charts while your bot is reading the tape in real time and calculating the spread. this allows you to place orders that are optimized for the current liquidity rather than just guessing where the price might go one of the biggest hurdles in automation is managing the sheer volume of data that an exchange throws at you. when you fetch open high low close volume data you are getting the historical heartbeat of an asset across any timeframe you choose. this data is the foundation of every technical indicator from simple moving averages to complex machine learning models the problem is that raw data is often a mess of lists and dictionaries that are impossible for a human or a simple script to read efficiently. this is why we use pandas to convert that garbage into a structured data frame that looks exactly like a clean spreadsheet. once your data is in a data frame you can calculate rsi or macd with a single line of code and visualize the entire market structure the path to becoming a successful automated trader is not a sprint but a series of iterations toward a system that works. i chose to learn this live in front of the world because i wanted to prove that anyone can escape the cycle of over trading. you don't need a million dollars to start but you do need a system that removes the human element from the equation if you are still clicking buttons on a website then you are competing against machines that can process thousands of data points per second. it is time to stop playing a rigged game and start building your own edge in the market. the code is there for anyone to grab and the only thing standing between you and a fully automated portfolio is the willingness to sit down and write the first line every algorithm you build is a brick in a wall that protects your capital from the emotional swings of the crypto market. i spend my days refining these systems and sharing the process because i know how lonely it feels to lose everything to a flash crash. we are building a community where code is the tool and financial freedom is the goal the final step is realizing that your balance is just a number that your bot needs to manage with cold logic. by fetching your balance frequently your bot can calculate position sizes based on your total equity ensuring that no single trade can ever wipe you out. this is the difference between gambling and systematic trading and it is accessible to anyone with an internet connection i hope you take these tools and start building something that allows you to sleep peacefully while the markets do their thing. the industry is secretive for a reason but we are breaking those walls down one line of code at a time. the journey is long but the reward of never having to worry about a liquidation again is worth every second of the struggle
1:09:25

Stop Gambling, Start Engineering: The Ultimate Guide To CCXT Algorithmic Trading most traders are essentially walking into a high stakes casino with a blindfold on while the house has a high speed laser aimed directly at their bankroll. if you have ever felt the soul crushing weight of a liquidation notification at three in the morning then you know the market is a 24/7 beast that eats human emotion for breakfast there is a hidden bridge that connects your laptop to almost every major crypto exchange in existence and once you cross it the game changes forever. my name is moon dev i believe that code is the great equalizer because through losing money with liquidations and over trading i knew i had to automate my trading so i learned to code as in the past i spent hundreds of thousands on devs for app, thinking i would not be able to code myself w/ bots you must iterate to success so i decided to learn live on youtube, and now we are here, fully automated systems trading for me instead of getting liquidated. the secret weapon behind this transition is a library called ccxt which acts as a universal translator for exchanges like binance, bybit, and kucoin most people think they need to spend years studying computer science just to place a single trade via code but that is a lie designed to keep you on the sidelines. the reality is that once you understand how to initialize a connection you can control your entire portfolio with just a few lines of logic. it starts with importing the library and setting up your credentials in a way that doesn't leave your keys exposed to the world the first mistake that bankrupts most manual traders is the inability to act fast enough when the trend shifts. when you build a bot the first thing you need to master is the market order because it allows you to enter or exit a position instantly regardless of the price. it is the ultimate panic button for when a strategy goes south or a massive opportunity presents itself while market orders are great for speed they are the fastest way to get eaten alive by fees if you are not careful. this is where the limit order comes into play allowing you to dictate exactly what price you are willing to pay for an asset. by using a create limit order function you can place your bids and asks in the order book and wait for the market to come to you most traders forget that once an order is placed it stays active until it is either filled or manually removed. i have seen countless accounts go to zero because a bot kept piling on buy orders without ever checking to see if the previous ones were canceled. the cancel all orders function is the invisible shield that prevents your algorithm from accidentally over leveraging your account the real magic happens when you realize you can cancel more than just basic limit orders. there are untriggered conditional orders like stop losses and take profits that often hide in the background of an exchange waiting to ruin your day. by passing specific parameters into your cancel function you can wipe the slate clean and ensure your bot is starting from a neutral state every single time if you want to know what the whales are doing before it shows up on a candle chart then you need to be looking at the raw order book. fetching the order book gives you a direct view of every single bid and ask currently sitting on the exchange. this is the most honest data you can get because it represents real money waiting to be filled at specific price levels you can actually parse this data to find the exact top of the bid and the bottom of the ask to ensure your bot always gets the best possible entry. most retail traders are looking at delayed charts while your bot is reading the tape in real time and calculating the spread. this allows you to place orders that are optimized for the current liquidity rather than just guessing where the price might go one of the biggest hurdles in automation is managing the sheer volume of data that an exchange throws at you. when you fetch open high low close volume data you are getting the historical heartbeat of an asset across any timeframe you choose. this data is the foundation of every technical indicator from simple moving averages to complex machine learning models the problem is that raw data is often a mess of lists and dictionaries that are impossible for a human or a simple script to read efficiently. this is why we use pandas to convert that garbage into a structured data frame that looks exactly like a clean spreadsheet. once your data is in a data frame you can calculate rsi or macd with a single line of code and visualize the entire market structure the path to becoming a successful automated trader is not a sprint but a series of iterations toward a system that works. i chose to learn this live in front of the world because i wanted to prove that anyone can escape the cycle of over trading. you don't need a million dollars to start but you do need a system that removes the human element from the equation if you are still clicking buttons on a website then you are competing against machines that can process thousands of data points per second. it is time to stop playing a rigged game and start building your own edge in the market. the code is there for anyone to grab and the only thing standing between you and a fully automated portfolio is the willingness to sit down and write the first line every algorithm you build is a brick in a wall that protects your capital from the emotional swings of the crypto market. i spend my days refining these systems and sharing the process because i know how lonely it feels to lose everything to a flash crash. we are building a community where code is the tool and financial freedom is the goal the final step is realizing that your balance is just a number that your bot needs to manage with cold logic. by fetching your balance frequently your bot can calculate position sizes based on your total equity ensuring that no single trade can ever wipe you out. this is the difference between gambling and systematic trading and it is accessible to anyone with an internet connection i hope you take these tools and start building something that allows you to sleep peacefully while the markets do their thing. the industry is secretive for a reason but we are breaking those walls down one line of code at a time. the journey is long but the reward of never having to worry about a liquidation again is worth every second of the struggle

Moon Dev

14,105 просмотров • 6 месяцев назад

My opinion on the Grok findings is that I very simply believe in the Holy Trinity and Jesus as my savior as every WORD is WRITTEN in the Bible. These findings are based on research; not my personal experience. Researchers recently tasked Grok, Elon Musk's xAI’s artificial intelligence, with a massive challenge: analyze every single prayer written in the Bible. The goal was to find "cracks" in a text written by 40 different authors over 1,500 years—from Bronze Age shepherds to Roman-era doctors. Instead of finding contradictions, Grok found a pattern. The AI identified a hidden, four-step "algorithm" present in every successful miracle recorded in scripture. It suggests the Bible isn't just a history book, but a "user manual for reality" or system software for the universe. Here is the deal: If you understand this "Miracle Protocol," you might just find the admin mode for your own life. Grok discovered that successful prayers—whether from a king in the desert or a leader in a garden—followed a specific sequence. If one step was missed, the result failed. 1. The Anchor (Recognition) Most modern people start prayers with a shopping list of problems. The "code" requires the opposite. You must start by focusing on who the Creator is, not how big your problem is. This shifts the brain from fear to peace. •Case Study: King Jehoshaphat didn't beg for help against three armies; he first declared the power of God. Only after establishing that foundation did he mention the danger. 2. Alignment (The Shift) This is the filter. Successful requests didn't ask for selfish desires; they aligned their wants with a bigger plan. •Case Study: Hannah wanted a child for years with no luck. When she shifted her prayer—promising to give her son back to serve the higher power—she immediately conceived. The AI views "sin" or wrong requests simply as "static" that blocks the signal. 3. The Surrender Paradox: This is the hardest step for the modern mind. The data shows that demanding a specific result causes failure. The most powerful prayers asked for a massive outcome and then surrendered the result. •The Science: This mirrors "radical acceptance." When you stop fighting reality, stress drops and the brain’s problem-solving centers activate. You move the "weight" of the result to the higher power. 4. Persistence (The Loop) Prayer is not a vending machine. Grok found that almost no big prayers were answered instantly. Repetition is required—not to change the system, but to grow the person praying. The delay is a feature, not a bug. When Grok analyzed the original Hebrew and Greek text (where letters serve as numbers), it found the Number 7 stamped into the structure of sentences, paragraphs, and genealogies with a frequency that is mathematically impossible to achieve by chance. The AI also drew a parallel to Quantum Physics. In physics, particles exist as waves of possibility until they are observed. Grok suggests "faith" is simply the tool humans use to collapse a possibility into a physical fact—turning the "substance of things hoped for" into reality. You don't have to be religious to test the data. The AI suggests that if you stop begging, start aligning your goals with the "system," and master the art of surrender, you might just unlock the "admin mode" of your own life.
3:00

My opinion on the Grok findings is that I very simply believe in the Holy Trinity and Jesus as my savior as every WORD is WRITTEN in the Bible. These findings are based on research; not my personal experience. Researchers recently tasked Grok, Elon Musk's xAI’s artificial intelligence, with a massive challenge: analyze every single prayer written in the Bible. The goal was to find "cracks" in a text written by 40 different authors over 1,500 years—from Bronze Age shepherds to Roman-era doctors. Instead of finding contradictions, Grok found a pattern. The AI identified a hidden, four-step "algorithm" present in every successful miracle recorded in scripture. It suggests the Bible isn't just a history book, but a "user manual for reality" or system software for the universe. Here is the deal: If you understand this "Miracle Protocol," you might just find the admin mode for your own life. Grok discovered that successful prayers—whether from a king in the desert or a leader in a garden—followed a specific sequence. If one step was missed, the result failed. 1. The Anchor (Recognition) Most modern people start prayers with a shopping list of problems. The "code" requires the opposite. You must start by focusing on who the Creator is, not how big your problem is. This shifts the brain from fear to peace. •Case Study: King Jehoshaphat didn't beg for help against three armies; he first declared the power of God. Only after establishing that foundation did he mention the danger. 2. Alignment (The Shift) This is the filter. Successful requests didn't ask for selfish desires; they aligned their wants with a bigger plan. •Case Study: Hannah wanted a child for years with no luck. When she shifted her prayer—promising to give her son back to serve the higher power—she immediately conceived. The AI views "sin" or wrong requests simply as "static" that blocks the signal. 3. The Surrender Paradox: This is the hardest step for the modern mind. The data shows that demanding a specific result causes failure. The most powerful prayers asked for a massive outcome and then surrendered the result. •The Science: This mirrors "radical acceptance." When you stop fighting reality, stress drops and the brain’s problem-solving centers activate. You move the "weight" of the result to the higher power. 4. Persistence (The Loop) Prayer is not a vending machine. Grok found that almost no big prayers were answered instantly. Repetition is required—not to change the system, but to grow the person praying. The delay is a feature, not a bug. When Grok analyzed the original Hebrew and Greek text (where letters serve as numbers), it found the Number 7 stamped into the structure of sentences, paragraphs, and genealogies with a frequency that is mathematically impossible to achieve by chance. The AI also drew a parallel to Quantum Physics. In physics, particles exist as waves of possibility until they are observed. Grok suggests "faith" is simply the tool humans use to collapse a possibility into a physical fact—turning the "substance of things hoped for" into reality. You don't have to be religious to test the data. The AI suggests that if you stop begging, start aligning your goals with the "system," and master the art of surrender, you might just unlock the "admin mode" of your own life.

Victoria 🇺🇸⏳🗽🚔

140,619 просмотров • 6 месяцев назад

Election officials blow the lid off of the massive amount of deliberate and orchestrated FRAUD during the 2020 Election in Michigan. This tells you everything you need to know about our elections. JESSE JACOB: Claimed she was instructed by supervisors to backdate absentee ballot packages and ignore verification protocols, violating Michigan's Election Officials Manual. She observed widespread disregard for deadlines, signatures, and voter eligibility, leading to the processing of invalid ballots. At the TCF Center on November 4, 2020, she was told to enter false receipt dates and skip checks on problematic ballots, feeling harassed when she resisted. - Estimated 10,000–15,000 ballot packages prepared daily from September 22–30, 2020 (about 10 days), totaling around 100,000 false documents backdated by 3 days. - Handled 25,000–30,000 illegal second ballots across 23 satellite sites, issued without affidavits or returning originals. - Examined approximately 25,000 ballots over 1.5 days at TCF Center, with no Republican inspectors present. - Ballots issued after the November 2, 2020, 4:00 PM deadline (e.g., dated November 3) were backdated to November 2. MELISSA CARONE: Alleged she saw city workers repeatedly scanning the same batches of ballots without proper procedures, causing overcounts due to machine jams. She reported a data loss incident dismissed by her manager and claimed vans arrived late at night under the guise of delivering food but actually carrying ballots. She noted a lack of Republican oversight and untrained workers. - Batches of ballots run through tabulators 9–10 times without discarding originals, with jams occurring 2–3 times per hour per machine across 22–24 tabulators, leading to thousands of jams. - Estimated at least 30,000 ballots scanned multiple times. - Poll book off by more than 100,000 entries; turnout rate claimed at 120%. - Only about 3 Republicans observed the process. Trump was allegedly ahead by 100,000 votes before a data loss event. HIMA KOLANAGIREDDY: Described machine jams leading to improper handling of ballots and manual entries of unregistered voters. She claimed Democratic challengers intimidated GOP observers, and poll workers were hostile or untrained. She filed an affidavit with the Election Integrity Fund on November 4, 2020, including specific ballot details. - Tabulator machines jammed 3–4 times per hour; machines showed vote increments of 300–400 instead of resetting to zero. - 50–150 ballots in 2–3 boxes from Goddard Street were manually entered without verification, with birth dates like 1900 and no receipt dates (e.g., "November 0-"). - Sequential ballot numbers (e.g., 2232 followed by 2233) on mail-in ballots, which she claimed should not be sequential. ANDREW SITTO: Alleged theft of duplicate ballots and improper alterations to favor Democrats. He described a late-night delivery of ballots with no Trump votes and claimed challenges were ignored. Access to the counting room was blocked under false pretenses. - Workers stole 3–4 duplicate ballots at a time, with more than half a dozen thefts observed in his first shift and similar in others, estimating 2–3 dozen duplicates mishandled. - Around 4:30 AM on November 4, 2020, approximately 50,000 ballots (boxes of ~600 each) were brought in from the rear entrance. - No Trump votes in a dozen sampled duplicates from his 6:00 AM–2:00 PM shift; only one Trump duplicate seen all night. - Room access blocked at 2:00 PM, citing COVID capacity. COLONEL PHIL WALDRON: Presented evidence of turnout impossibilities, vote spikes exceeding machine capacities, and vulnerabilities in Dominion systems. He cited high error rates and potential foreign interference, referencing affidavits and forensic audits. - 643 precincts with over 80% turnout, 21 over 90%, 10 exactly 100%, and 6 over 120%. - Vote spikes: 16,000 absentee votes by 6:52 AM on November 4; +213,429 more from 6:52–7:49 AM; 56,098 votes in an 8-minute period at 11:15 AM (machines max ~20,000 votes per hour). - Antrim County error rate of 8.3 (exceeding federal limit of 1 in 125,000 by ~750 times); 6,000-vote glitch. - 384,000 votes processed in 2 hours 38 minutes, exceeding capacity (max 100,000 at 2,000 per hour per machine). - 17,327 voters over age 80 who voted, cross-referenced with ~350 pages of obituaries. MONICA PALMER: Highlighted unbalanced precincts and defective ballot containers with broken chains of custody. She noted adjudication bottlenecks and insufficient time for review before certification, recommending more authority for canvassers. - 76% of absentee precincts unbalanced after the primary election. - 71% of counting boards unbalanced without explanation in the general election. - 400 unexplained unbalanced precincts in Wayne County. - Five damaged ballot containers (out of 50 purchased, ~30 defective) with gaps allowing tampering; not recounted. - Corrected voter lists received 13 days post-election, covering multiple precincts. It's time to get rid of all electronic voting machines, 3rd party access, end mail-in voting, and require voter ID and proof of citizenship, and move to paper only voting, or our elections will never be secure.
1:01:11

Election officials blow the lid off of the massive amount of deliberate and orchestrated FRAUD during the 2020 Election in Michigan. This tells you everything you need to know about our elections. JESSE JACOB: Claimed she was instructed by supervisors to backdate absentee ballot packages and ignore verification protocols, violating Michigan's Election Officials Manual. She observed widespread disregard for deadlines, signatures, and voter eligibility, leading to the processing of invalid ballots. At the TCF Center on November 4, 2020, she was told to enter false receipt dates and skip checks on problematic ballots, feeling harassed when she resisted. - Estimated 10,000–15,000 ballot packages prepared daily from September 22–30, 2020 (about 10 days), totaling around 100,000 false documents backdated by 3 days. - Handled 25,000–30,000 illegal second ballots across 23 satellite sites, issued without affidavits or returning originals. - Examined approximately 25,000 ballots over 1.5 days at TCF Center, with no Republican inspectors present. - Ballots issued after the November 2, 2020, 4:00 PM deadline (e.g., dated November 3) were backdated to November 2. MELISSA CARONE: Alleged she saw city workers repeatedly scanning the same batches of ballots without proper procedures, causing overcounts due to machine jams. She reported a data loss incident dismissed by her manager and claimed vans arrived late at night under the guise of delivering food but actually carrying ballots. She noted a lack of Republican oversight and untrained workers. - Batches of ballots run through tabulators 9–10 times without discarding originals, with jams occurring 2–3 times per hour per machine across 22–24 tabulators, leading to thousands of jams. - Estimated at least 30,000 ballots scanned multiple times. - Poll book off by more than 100,000 entries; turnout rate claimed at 120%. - Only about 3 Republicans observed the process. Trump was allegedly ahead by 100,000 votes before a data loss event. HIMA KOLANAGIREDDY: Described machine jams leading to improper handling of ballots and manual entries of unregistered voters. She claimed Democratic challengers intimidated GOP observers, and poll workers were hostile or untrained. She filed an affidavit with the Election Integrity Fund on November 4, 2020, including specific ballot details. - Tabulator machines jammed 3–4 times per hour; machines showed vote increments of 300–400 instead of resetting to zero. - 50–150 ballots in 2–3 boxes from Goddard Street were manually entered without verification, with birth dates like 1900 and no receipt dates (e.g., "November 0-"). - Sequential ballot numbers (e.g., 2232 followed by 2233) on mail-in ballots, which she claimed should not be sequential. ANDREW SITTO: Alleged theft of duplicate ballots and improper alterations to favor Democrats. He described a late-night delivery of ballots with no Trump votes and claimed challenges were ignored. Access to the counting room was blocked under false pretenses. - Workers stole 3–4 duplicate ballots at a time, with more than half a dozen thefts observed in his first shift and similar in others, estimating 2–3 dozen duplicates mishandled. - Around 4:30 AM on November 4, 2020, approximately 50,000 ballots (boxes of ~600 each) were brought in from the rear entrance. - No Trump votes in a dozen sampled duplicates from his 6:00 AM–2:00 PM shift; only one Trump duplicate seen all night. - Room access blocked at 2:00 PM, citing COVID capacity. COLONEL PHIL WALDRON: Presented evidence of turnout impossibilities, vote spikes exceeding machine capacities, and vulnerabilities in Dominion systems. He cited high error rates and potential foreign interference, referencing affidavits and forensic audits. - 643 precincts with over 80% turnout, 21 over 90%, 10 exactly 100%, and 6 over 120%. - Vote spikes: 16,000 absentee votes by 6:52 AM on November 4; +213,429 more from 6:52–7:49 AM; 56,098 votes in an 8-minute period at 11:15 AM (machines max ~20,000 votes per hour). - Antrim County error rate of 8.3 (exceeding federal limit of 1 in 125,000 by ~750 times); 6,000-vote glitch. - 384,000 votes processed in 2 hours 38 minutes, exceeding capacity (max 100,000 at 2,000 per hour per machine). - 17,327 voters over age 80 who voted, cross-referenced with ~350 pages of obituaries. MONICA PALMER: Highlighted unbalanced precincts and defective ballot containers with broken chains of custody. She noted adjudication bottlenecks and insufficient time for review before certification, recommending more authority for canvassers. - 76% of absentee precincts unbalanced after the primary election. - 71% of counting boards unbalanced without explanation in the general election. - 400 unexplained unbalanced precincts in Wayne County. - Five damaged ballot containers (out of 50 purchased, ~30 defective) with gaps allowing tampering; not recounted. - Corrected voter lists received 13 days post-election, covering multiple precincts. It's time to get rid of all electronic voting machines, 3rd party access, end mail-in voting, and require voter ID and proof of citizenship, and move to paper only voting, or our elections will never be secure.

The SCIF

50,173 просмотров • 6 месяцев назад