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WIRE Presents: “Captivate” 🫶🏼💌 Production Cred. Myself #SOL Scheduled release date soon 📆 DM for Instrumentals 🎼📲

25,545 Aufrufe • vor 1 Jahr •via X (Twitter)

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🚨 DJ Akademiks Issues “Iceman” Alert Drake Album Rumored to Drop Soon 🚨 THE BUILD UP IS REAL. Akademiks is turning up the hype for Drake’s rumored “Iceman” project and according to him, fans need to be ready at any moment. 🧊 “Stay Alert Iceman Is Coming” Akademiks jokingly but seriously warned fans: •Don’t be outside •Don’t be busy •Be ready to listen the second it drops He painted it like a “musical bomb” about to hit: When this drops, you need to be at home with the right setup speakers, vibes, full attention. He even compared the moment to a major cultural reset for hip-hop, claiming: •The genre has felt “dry” •Fans have been waiting for something big •Iceman could shift everything 💣 Toronto Explosion Goes Viral Akademiks also reacted to headlines about a massive explosion in Toronto 👀 •Initial reactions online: confusion + concern •Some fans even tried linking it to Drake’s rollout 📍 Location mentioned: near Downsview Park 🎬 What Actually Happened The explosion wasn’t random it was planned production: •A film shoot using pyrotechnic special effects •Approved by city officials and monitored by police •Part of a project reportedly titled “Project Bot” 💡 Speculation: •Could be a music video •Possibly a short film-style rollout (something Drake has done before) 🎥 Cinematic Rollout Incoming? Akademiks pointed out Drake’s history of movie-like visuals, hinting this might not just be music: •Big explosions •Story driven visuals •High production value 👉 Translation: This might be bigger than a typical album drop. 📅 Release Timing No official date yet… but Akademiks says: ⏳ “Sooner than you think.” 👀 Final Take •Hype level: HIGH •Rollout: Mysterious + cinematic •Fan expectation: Massive If Akademiks is even half right, Iceman isn’t just an album… it’s being framed like an event.

Cousin Tino ™️

24,783 Aufrufe • vor 4 Monaten

I've never heard Elon Musk be so bullish on Tesla ⚡️ here's my video analysis of the $TSLA Q4 2024 earnings call: -Robotaxi launch in Austin, June 2025 -California & other states launch robotaxi late 2025 -Cybercab in 2026 -Optimus V1 in 2025, 1K/month production line -Optimus V2 in 2026, 10K/month production line -2026 good year for Tesla, 2027/28 insanely good & more!! Timestamps- 0:00 Intro 0:44 Elon Opening Remarks 13:29 SAY Retail Questions 22:37 Analyst Questions 25:04 Gali Final Thoughts/Rant also here are my notes I typed during the conference call if you're interested! (may be errors) Tesla Q4 2024 Earnings Call Notes INTRO- ELON OPENING REMARKS -Q4 set record, delivered cars at rate of almost 2M cars/year -Model Y best-selling vehicle of any kind on earth (elon focused and talking quickly) -10Xing on autonomy, not doubling -many investments made this year that will bear immense fruit in the future, for AI -see a path for Tesla to the worlds most valuable company by far, worth more than the next 5 companies combined, difficult but achievable path -overwhelmingly due to autonomous vehicles and autonomous robots -setting up for an epic 2026, and ridiculously good 2027 and 2028 -meeting FSD now is like meeting a toddler -human intuition is linear, we’re seeing exponential progress -#1 recommendation is try it -typical passenger car has 10 hours of use out of 168, when its autonomous, itll be used for 55 hours a week … can deliver packages in the middle of thenight, or supply restaurants, all hours of the day or night. 5X increase in utility -more on self driving, continued improvements in safety numbers, much safer to use FSD -V14 will be another big step from V13 -launched CORTEX training cluster at Giga Austin, big step for FSD, continue to invest in training needs -Optimus training needs are about 10X what’s needed for the car -cost of training is dropping dramatically over time -Optimus has potential to be north of $10T in revenue, can put a lot training compute into that situation, even pumping $500B into it would be a good deal -future very different from the past, incredible inflection point in human history -proof is in the pudding -launching in June this year in Austin, already have cars moving autonomously in Fremont, thousands of cars per day driving, soon in Austin then elsewhere in the world -toe in the water at first to make sure everything is cool, but we have a general solution for autonomy , then put a few more toes, then a foot. Safety of the general public and those in the car as the top priority -with regard to Optimus, making insane revenue projections that sound insane, i realize that. But i think they will prove to be accurate -several thousand bots made this year, they will be doing useful things by the end of this year, im confidence, production design one at the tesla factories, then will learn for production design two -ramp optimus production faster than anything has ever launched, doesn’t take very many years before we’er making 100M of these things per year , 500% growth per year -tried using all these suppliers to get it to build Optimus, but nothing worked, had to build it internally from first principles, the hand is increibdle -long term Optimus will be the value of the company -back to Energy,/earth, -energy storage is a big deal, becoming more important, enables far greater energy output to the grid than is currently possible. -grid has no storage, designed for peak storage, lots of waste -once you have grid energy storage, the potential of the grid is unlocked, at least double -this will drive demand of battery packs as to as much as we can possibly make -shanghai factory starting operation, starting another factory -cant shoot our selves in the foot, battery capacity can only go into storage or mobility, so always making that tradeoff -demand for total Gigawatt hours for batteries, transportation or stationary will grow in a very big way over time 2025 a pivotal year for tesla, launch of full self driving, biggest year in tesla history, maybe even bigger than first car or model s, 3 or y … probably most important year in tesla’s history I don’t even know who is in 2nd place in real world AI, would need a telescope to see them SAY QUESTIONS -FSD Unsupervised launched in California this year as well -most likely release it in many regions of the US by the end of this year -40K people day everyday no mention, some scrapes a shin with autonomous car its headlines news -need to use insane amounts of caution -discussions about licensing FSD? Yes -best way to know to work with us, bbuy a car and take it apart -only worth very high volume cars/production partners -tesla engineering very focused on getting it to roll out for tesla first -soon will be obvious that if you don’t have FSD you’re dead as an OEM -is Optimus design locked? -Optimus is not design locked, constantly iterating, best robotics engineers in the world, and other ingredients, battery pack, charging, great electronics, great communications, great connectivity, real world AI, then you need to scale that production to real world levels -prototypes are easy production is hard -thijs year close loop with using optimus internally at tesla, would could obviously use a few thousand robots for the most boring annoying tasks at the company -with production version 2, launches sometime next year, would like beginning, might be middle though, -production line will be doing 10K units per month capacity for v2, first line designing is for roughly 1,000 units per month, then next line will be for 100,000 units per month -could start delivering them late next year, will go so fast, will ramp like crazy, demand will not be a problem, even at a high price, once were above 1M units per year, production costs of optimus will be less than $20,000 -if you compare complexity of optimus to complexity of a car, its much less than a car -price of optimus will be set buy market demand -Semi ramping next year, TCO no brainer, like optimus, will be massive demand, will meaningfully contribute to tesla’s revenue at scale -tesla semi with autonomy, is incredibly valuable -we actually have a shortage of truck drivers here in the US -will HW3 owners need a hardware update, got 12.6 which is like a baby v13, have’t given up on it, releases will trail HW4 releases … “honest answer” is were going to have to upgrade for those who have bought full self driving, will be painful and difficult and we’ll get it done “Happy not many people bought FSD” -solar roof, given up on ramping it? -lots of customer interest despite premium, making easier to install, focused on growth through certified installers, many been installing for many years -supply product to the roofing industry -it’s a premium product like S/X -combined with Tesla powerwall you can be self sufficient for several days ANALYST QUETIONS -robotaxis in Austin and several other cities this year, and next year all over america -america innovates, europe regulates, to release FSD in europe, have to go through massive paperwork through netherlands, then presents to EU in may, some big country committee, nothing we can do to make it happen sooner. -can’t do training in china with video training, publicly available videos in china are being run through the tesla system to be used for training, bus lanes are complicated and a big challenge -tesla can keep manufacturing even if geopolitical tensions rise to very high levels -Pierre question on June in Austin, -can i try unsupervised myself, or will it be the Tesla fleet? -it will be the Tesla fleet testing it, that’s the toe in the water, scrutinizing everything -autonomous ride hailing for money in june -probably next year for you to put your car on network -trump removing EV incentives? -all transport will go electric, can’t be stopped, even planes, will be like stopping the steam engine or combustion engine -only thing holding back EVs was range, and thats a solved problem -right now solving battery production, not demand, big battery retooling for model y coming up, short term impact on output

Gali

79,010 Aufrufe • vor 1 Jahr

OUR SECOND YEAR FESTIVAL ANNOUNCEMENT! THE FORMS ARE OFFICIALLY OPEN!!! ALSO SOME BIG ANNOUNCEMENTS! CypherKittens… IRIAM fam… VTubers from every corner of every platform… IT'S TIME!!! Sign-ups for Our Second Year Festival are LIVE RIGHT NOW!!! Three full days celebrating two years of the IRIAM US 🇺🇸|Virtual Streaming App platform… and the final day lands RIGHT on my own two year anniversary, which makes this the most special thing ever!!! November 13th-15th, streaming live to my Twitch AND YouTube from 7AM-7PM PST / 10AM-10PM EST all through the weekend!!! ONE NON-STOP BROADCAST! Now… about that goal I posted yesterday… saying 200 performers was UNDERSELLING IT. That's just the IRIAM side of the plan!! THE REAL GOAL IS 670 PERFORMERS. Six hundred and seventy!!! The biggest VTuber showcase this community has ever attempted!!! Last year we broke records with over 100 incredible performers… this year we aren't just breaking the record, WE ARE STOMPING ON THEM!!! Over 200 performers from the amazing IRIAM community, joined by singers, DJs, instrumentalists, dancers, and creators from all across this space we love so much!!! If you are a vtuber WE WANT YOU! PERFORMERS!!! Everything is pre-recorded and submitted ahead of the show, so no day of tech panic… just your best work on the biggest stage we have ever built!! Covers, originals, DJ sets, instrumentals, dance and MMD, skits and voice acting… whatever your niche is, THIS is your spotlight!!! Solo entries and GROUP entries are both welcome, and you do NOT need to be an IRIAM streamer to apply… every VTuber is invited to celebrate with us!!! AND!!! I am writing an ORIGINAL COLLABORATIVE SONG for as many of us as possible to sing together, premiering on the final day of the festival!!! There is a spot right on the performer form to join it… I want to hear ALL of your voices on this one!!! STAFF!!! This year I am building a full crew rather than handling everything nearly by myself!! Editors, artists, overlay designers, mods, schedulers, translators, audio mixers, production managers… if you want to help create the biggest weekend in our community's history, there is a form for you too, and I could not be more grateful for every single hand that joins this!!! SPONSORS!!! Last year we had IRIAM sponsoring alone... this year for the very first time, we are opening the doors to any companies, brands, groups, and community supporters who want to help power the festival!!! An event this big takes serious resources to build… so if you believe in what this community is creating and want your name on the biggest VTuber celebration of the year, there is a form for you as well!!! Funding, prizes, services, cross-promotion… every kind of support helps us make this unforgettable, and every partner will be celebrated right alongside our performers!!! PERFORM HERE: JOIN THE STAFF TEAM HERE: SUPPORT THE FESTIVAL HERE: Forms are open until September 1st!!! Two years ago this platform and this community changed my life. Every stream, every event, every single one of you brought us here… so this festival is my love letter back to all of you. Let's show the entire world that IRIAM and its creators are something worth celebrating!!! P.s. co-hosting slots are on the performer form too… and there just might be some VERY special guests in the works… more soon!!!

Celes Aurion🐾🎧

60,303 Aufrufe • vor 21 Tagen

Sonic $S Fantom $FTM ruined my life.🪦 But What's next to do about it? After 6 years of holding/DCAing into the project without a single token sold, apart from all tokens automatically sold by Binance with a thank-you letter right after, I'm now left with dust and a broken heart. I consider myself the most retarded Asian Sonic loyalist. Therefore, in this recent Lunar New Year holiday, while faking my emotions in front of family, I spent every second to think about this. It's been a long memorable journey, but also the craziest nightmare. My pleasure to meet, talk and spend hell lot of time with hundreds of people in this community, which is one of the best communities you can ever find in the crypto world. So what now? > All the coins $S and eco are down 99%? Yes, fuck. > Did I lose all my life savings? Yes, fml. > Do I believe that Sonic Labs will make a comeback? I have no idea. > But Do I want my bag to go to a big 0? No, absolutely Not. As one of the most extreme shiller/fudder of this project through 6 years, with all stages of emotions, I decided that something must change. Nobody can help me as everyone I know is already poor af. So I gotta help myself, I will have to follow the path that actually prevent all my bags from reaching fucking ZERO. Then... IT'S TIME FOR FULL BULL POSTING. 💎✊ *of course with some complaints and crying in between to release some tension. It will seem like I break a record level of stupidity. It will seem like I have developed Stockholm syndrome. Oh yes, I already have mental problems with me after holding onto this for too long. BUT, I believe another Altcoin season would come soon, and all of us left here will finally have a proper meal, once again. > IF you wanna ride this Titanic with me, follow and comment, I will follow back, we in this, do this together, hero or zero. > IF you already sold and moved on, especially to all brothers that know me, leave us holders a chance to survive this, stop all negative posts please. Feel free to DM me here or on Telegram if you need someone to talk to, we all need mental therapy. *Let’s see if this strategy actually works in next few months, if not, we still have a backup plan to execute. 🧠

Jackson 🌠

11,903 Aufrufe • vor 5 Monaten

This launch is one of the most exciting and important decisions we have ever made. In the traditional gaming industry, KingNet ( company , is well-known as the developer of the game 《The Legend of MIR 》, Over the past decade, KingNet has supported its operations through a three-pronged business model of research and development, publishing, and investment + IP, launching 100+ high-quality games to date. Web3's building has been ongoing for nearly two years. We have established a brand-new game studio SmileCobra Studio , and establish long-term cooperative relationships with some big guys like TON 💎 BNB Chain Solana Scroll Delphinus Lab ($ZKWASM) Cocos Studio and others. However, after speaking with many developers, we found that before a real user consumption scenario is formed, one of the main challenges many teams face is how to reduce game development costs. So it's best time to learn about Xingyi AI model : the first AI industrialization pipeline, making game production truly "automated". Check here: What problem we want to solve? 1. High Production Costs: Traditional animation design and refinement can cost anywhere from several thousand to tens of thousands of dollars, making it difficult for small startup teams to afford. 2. Long Development Cycles: The fluidity and consistency of animations have always been one of the most time-consuming aspects of development. Designers often spend weeks to achieve a satisfactory result. With Xingyi, it only takes a few steps and minutes to generate the desired animation. 3. Inefficient Collaboration: In the past, game development was usually divided into multiple stages, each managed by independent teams responsible for art, planning, programming, and other roles. The smooth transition between stages relied on high levels of team collaboration and communication. The Xingyi toolchain breaks the traditional division of labor, promoting automation and collaboration across various stages. 4. Automated but Not Passive: Outside of the automated processes, developers are the true creators of the game. Xingyi makes prototype validation and adjustments more scientific and efficient. We will gradually open source the underlying model of Xingyi and make it available to interested collaboration developers (DM is open). We have already made various agent material generation available, and you can try it now: Finally, we would like to discuss a point that many people are concerned about, why was there a launch at @pumpdotfun and it was abandoned? The most important reason is that we lacked experience in the first launch and were affected by snipers and the market. We conducted wallet statistics and found that, excluding bots, a total of 25 addresses suffered a loss of approximately 17 sol. We will use the trading fee of Launch Coin on Believe to airdrop these accounts and apologize again for our mistake. Also, thank you to Launch Coin on Believe for the smooth launch and long-term creative sharing with the builders, only $KNET CA is : CfVs3waH2Z9TM397qSkaipTDhA9wWgtt8UchZKfwkYiu $KNET not representing any equity interests of the parent company , $KNET is a meme, but at the same time, it’s not just a meme. $KNET will play a key role in the consumption scenarios of the KingnetAI ecosystem—imagine having to continuously spend $KNET each time you generate the game modules you want. Gamefi is died? NO, AI-Gaming just begain here .

Kingnet AI

187,843 Aufrufe • vor 1 Jahr

Our goal is #1: Hu Yetao. 🌟 Can you help us achieve that dream? 💭 Click to view more for detailed voting tutorials, donation drive links, our admin/voting team application, and more. 🚀 Video tutorial: TRAINEE Ranking ⤵️ 1️⃣ Install WeTV app (Tencent Video in 🇺🇸) 2️⃣ Sign up for WeTV account either phone number or email address. Max. 3 accounts can be made on one device. 3️⃣ Follow the steps in this video. (After confirming you are above 13 y.o., you may need to exit & return to the voting page to send out your vote.) 4️⃣ Make sure to vote every day as there is a +5 votes buff if you keep your voting streak for 3 days. 🌟 Please keep video receipts of your votes (to be watermarked + include date & time) as there may be prizes and incentives given out in future. 🚀 How to contribute extra votes? 1️⃣ Buy WeTV VIP: Ensure you are buying the VIP from inside the voting page and the card shown is Yetao's face (see 2nd video) 1* [1 month VIP] = 66 votes. You can choose to buy any amount of VIP cards, and the votes will increase respectively. ⚠️ Please note that votes from VIP cards will only be contributed after the VIP has been claimed! So don't let your extra VIP cards go unused! 2️⃣ Buy Coins to buy Gifts (=Votes) 3️⃣ Watch ads, each ad contributes to 1 vote (max 5 ads/day) 💰 No time but have money? You can donate to our donation drive where we can purchase coins at a cheaper rate: 🔗 (Paypal/USD) 🔗 (Wise/THB) 🌟 Donations collected & its usage will only be revealed after the release of the next Elimination episode. Please feel free to DM us if you have any concerns. ⏳️ No money but have time? Come join our admin / voting team ↪️ 📥 🔗 💌 What about SEND LOVE Ranking? LOVE Ranking is based on how many coins are contributed to the trainee. LOVE Ranking does NOT affect TRAINEE ranking. The benefits from LOVE ranking are promotional opportunities such as billboard or advertising. Our primary goal is to retain Yetao in Top 7 for each round. If you intend to make a large LOVE contribution, we encourage you to discuss with us first for strategic reasons. 🥕 Lastly, as a fan of Hu Yetao, let us support him with fervor and enthusiasm without tearing down other trainees. Remember that the debut line will ultimately become Yetao's groupmates if he debuts, so let us interact with others in a respectful manner. Thank you for reading this far. Your support means everything to Yetao 🙏❤️🥕 #HuYetao #胡烨韬 #หูเย่เทา #후예타오 #CHUANGAsiaS2 #CHUANGAsia

Hu Yetao Intl Fanbase

57,535 Aufrufe • vor 1 Jahr

完全痴〇の少女Hのボイスは『暁鞠子様暁鞠子🍒フリー声優』にご担当頂きました! イメージ通りの、とっても素敵なボイスをありがとうございます😭 ストーリーはもちろん、痴〇アクションでも ・淫〇度低 ・淫〇度高 ・口ふさぎ この3種類の声がアクションに使用されております! 動画では分かりづらいかもしれませんが、凄く高音質です! 全編バイノーラルのため、囁くような良いお声を楽しめます🤤(楽しんでます) また、販売日ですがDLsiteにて11月28日(金)に販売開始したいと考えてます! 他言語についても検討中です!(間に合えばいいなぁ…) 予告やCi-enの開始は9月中を予定しております! より詳しい記事を連投していきます! English The voice of Girl H from “Kanzen Chikan” is performed by the amazing "Akatsuki Mariko"! Thank you so much for delivering such a wonderful voice, exactly as I had imagined 😭 Not only in the story, but also during the touch actions, you’ll hear three variations of her voice: ・innocent ・lewd ・Mouth covered It might be hard to tell from the video, but the quality is really high! Since it’s fully binaural, you can enjoy her whisper-like, intimate voice 🤤 (I’m already enjoying it myself!) As for the release date, I’m planning to launch on DLsite on Friday, November 28th! Other languages are also being considered (hopefully I can make it in time…). The teaser and Ci-en page are planned for September! I’ll be posting a series of more detailed articles soon!
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完全痴〇の少女Hのボイスは『暁鞠子様暁鞠子🍒フリー声優』にご担当頂きました! イメージ通りの、とっても素敵なボイスをありがとうございます😭 ストーリーはもちろん、痴〇アクションでも ・淫〇度低 ・淫〇度高 ・口ふさぎ この3種類の声がアクションに使用されております! 動画では分かりづらいかもしれませんが、凄く高音質です! 全編バイノーラルのため、囁くような良いお声を楽しめます🤤(楽しんでます) また、販売日ですがDLsiteにて11月28日(金)に販売開始したいと考えてます! 他言語についても検討中です!(間に合えばいいなぁ…) 予告やCi-enの開始は9月中を予定しております! より詳しい記事を連投していきます! English The voice of Girl H from “Kanzen Chikan” is performed by the amazing "Akatsuki Mariko"! Thank you so much for delivering such a wonderful voice, exactly as I had imagined 😭 Not only in the story, but also during the touch actions, you’ll hear three variations of her voice: ・innocent ・lewd ・Mouth covered It might be hard to tell from the video, but the quality is really high! Since it’s fully binaural, you can enjoy her whisper-like, intimate voice 🤤 (I’m already enjoying it myself!) As for the release date, I’m planning to launch on DLsite on Friday, November 28th! Other languages are also being considered (hopefully I can make it in time…). The teaser and Ci-en page are planned for September! I’ll be posting a series of more detailed articles soon!

兎もに角🔞完全痴〇2制作中!

96,258 Aufrufe • vor 11 Monaten

Stargate Trivia: Casting Stargate: Atlantis While SG-1 was my first love (We were together for seven years!), my time on Atlantis proved equally memorable. The show was possessed of a similar tone in its mix of high adventure and humor, yet proved distinct in its exploration of Ancient mythology and an unfamiliar galaxy as seen through the eyes of a new set of heroes. Atlantis offered a sense of wonder and camaraderie born of isolation and constant danger. Whereas team SG-1 could always go home at the conclusion of their adventures, the members of the Atlantis expedition (at least for those first few seasons) could only draw comfort from the city of Atlantis itself – and, of course, each other. It was unique and compelling yet, at the same time, comfortingly familiar. Nowhere is this more evident than in its opening theme, composed by the late Joel Goldsmith, which is, at turns fresh, haunting, stirring and, throughout, discernibly Stargate. Stargate: Atlantis wasn’t envisioned as a companion to Stargate: SG-1. It was intended to replace the long-running series. The only problem was, with eight seasons under its belt, SG-1 wasn’t quite done yet. And fans (and the network) weren’t done with it either. And so, instead of passing the torch and segueing to a new Stargate series, we ended up producing both. In retrospect, it was quite an achievement: 40 hours of television! Today's productions can barely manage a third that output, but Stargates SG-1 and Atlantis delivered two fantastic 40 episode seasons before SG-1 took it’s final bow. It wasn’t easy, but it was certainly made easier by all of the enormously talented individuals who made it happen, from the office staff and crew to the cast and my fellow writer/producers. Still, it was not without its challenges. Take casting, for instance. It may surprise you to know that, when it comes to producing a show, not everybody cares about costumes or set design or whether the script’s fifth act denouement is emotionally satisfying - but everybody, and I do mean EVERYBODY, has an opinion on casting. Studio and network execs, producers, hell, even your significant other peering over your shoulder as you screen the auditions on your home computer, will want to weigh in. Of course, the more voices in the mix the more likely there are to be disagreements. So it is with every production and Atlantis was no different. Different individuals envisioned these characters in very different ways and, as a result, consensus was only achieved after many auditions, calls-backs, heated discussions, and not-so-gentle reminders that our start date was fast-approaching and we really needed someone to say the lines on camera. The part of Carson Beckett was one of the first we cast. The other producers were in Rob’s office, screening the first batch of local auditions when Brad called me in and told me to check out the guy onscreen. I hadn’t imagined Beckett with a Scottish accent but, after watching Paul McGillion in the role, I couldn’t imagine him without one. He’d brought something unexpected to the part, something we all responded to. Elizabeth Weir was not an easy character to pull off. She had to be smart, confident and strong yet needed to exude a certain warmth and empathy we were looking for in the civilian leader of the expedition. When it came time to (re)casting the role, several established names were considered (One had her own hit genre show back in the day while another went on to break out on a hit show soon after), but it was Torri Higginson who managed to strike just the right balance and vault her name to the top of the list. The role of Teyla Emmagan was a tough one to cast. Like Weir, she needed to be a strong, empathetic leader. But she also required something even more important – quite literally, an other-worldly quality that made her unique. Some equally talented actresses auditioned for the role but, as good as they were, they were never quite able to achieve that gravitas Rachel pulled off with such grace and seeming ease. Former VJ Rainbow Sun Francks won the role of Lieutenant Ford on the strength of a great audition, preceded by an equally great audition with a funny hat. I recall Brad Wright on the phone with our casting agent, advising him to ensure there would be no hat worn in the callback for fear the network would fixate on it. There wasn't, they didn't, and Rainbow delivered. The role of John Sheppard was the second to last one cast. It came right down to the wire and there were several candidates in play. The character was originally envisioned as a good ole southern boy, so it only made sense that Ben Browder’s name was bandied about early. However, he was too busy shooting Peacekeeper Wars to warrant consideration. A number of other actors were considered (one went on to play the lead in a hugely popular show the following year while another made his mark as a handsome heart throb on another hugely popular medical series) but it was Joe Flanigan who won the part based on his ability to pull off the devil-may-care attitude Brad and Robert were looking for. We come to the final role cast, a character who, in many ways, embodied everything Atlantis was about: exploration, discovery, fun, humor, and seat-of-your-pants-Holy-Sh&%-how-the-hell-am-I-going-to-get-out-of-this-adventure. And, as I mentioned in a previous post, he almost didn’t make the trip to Pegasus. Originally, the casting call went out for a completely different character, an earnest young doctor who would lend the team much-needed medical support on their off-world ventures. Unfortunately, no one could agree on who that actor should be. If the casting of Sheppard went down to the wire, then the casting of this final role went a step past it. Finally, days away from production, Robert Cooper had an idea: Forget the doctor character. Why not use an established character from SG-1? How about Rodney McKay? The writers were on board, but some executives weren't weren’t sold on the idea. They found him annoying! Hell yeah, but he’d be sooo much fun to write for! Rob got on the phone and went to bat for Rodney, pointing out that the character had come a long way since first being introduced way back in SG-1’s 48 Hours. He’d evolved, going from annoying jerk to endearingly irritating. To this day, I’m convinced that they weren’t totally convinced but, with production poised to commence, they relented, I suppose figuring they could just replace the character somewhere down the line. No one, even those who loved the idea of having the endearingly irritating Rodney McKay on board could have predicted how hugely popular the character would become.

Joseph Mallozzi 🏴‍☠️

28,063 Aufrufe • vor 2 Jahren

If you have followed my journey as a solo artiste and even before, you will notice that I give people their due credit where necessary as I am a firm believer in team work; I know my strengths, where I need assistance or guidance I am not afraid to ask or work with those who are strong in the areas I am not; this includes the process of creating music, executing concepts and ideas etc. I will always give people their due credit for their contributions to my projects. Sometime in June 2022, I stumbled upon a producer based in Ghana named Vampire, and had my team and I also personally reached out to him via DM, that I liked his work and was interested in working with him. Before getting him to Lagos, I presented the idea of this producer to my twin brother and our team, getting their buy in before I got him flight tickets and flew him to Lagos. It was when he got into Lagos I asked if he would be open to working on P-SQUARE’s next album project, that the 5 songs I had penned down from my end to be presented to our A&R team for the album project these were: JAIYE, WINNING, FIND SOMEBODY, LEGENDARY, and ATTENTION, based on tracks he had produced. We started with my own 5 songs that needed to be submitted for PSQUARE's album, which he produced for me: The idea for WINNING came from one of his beats that I discovered. I came up with the idea of changing the chord progression from the original version to what it is today with my own producer Goldswarm who is the co-producer of the song WINNING. I had also engaged a songwriter known as CALYPSO who wrote and composed the song WINNING and sent it to me on the beats through a voice note. And we started working on the song. Mind you, he worked on some other songs that were to make the album as well, so my brother was aware of his input to the production as we were all in the studio during this period. Then when my twin brother heard the song WINNING, which we had already created the hook/chorus for, he then wanted to start creating a verse. Our agreed-on process for each song presented by us was: arrange the song, leave a verse for the other person, then we both harmonise the chorus and refrain bits together. He wasn’t supposed to until Calypso and I finished it as part of my own song submission to the LEGENDARY ALBUM. After that, we finished and shared verses among ourselves. I do not wish to get into details of why the album didn’t see the light of day till date but it takes a different level of psychosis for one to steal what is theirs already; as since the release of this song, I have been labeled and called all sorts online and they have even gone as far as asking for the song to be taken down on various platforms, to what end? It was never part of his 5, now 6 (according to him) songs for submission, yet when he felt I was not interested in making music because I chose my sanity over the constant berating and drama that seemed to come up over creative direction in the group. If it were his song, why do I have all the music data including initial conversations and picture/video evidence on the above-mentioned titles/songs? Which of his songs do I have its data in my possession in that case? All because he was hoping for me to quit music. Even when I learnt that he had removed my vocals on songs we did together, suggesting that he sing the entire songs including the ones that he planned to present for the album without my input (a very absurd idea as we both make up the duo not just the one), but we both perform them on stage, I begun to have a rethink of the entire situation. Let me leave this here. Maybe because I was not posting anything music related on my social media page for over 4 months. He believes I have lost interest in music. I took a breather to get my mind and head in the right space and when that was done, my epiphany was WINNING!

Mr Psquare

713,107 Aufrufe • vor 1 Jahr

Stargate Trivia: Casting Stargate: Atlantis While SG-1 was my first love (We were together for seven years!), my time on Atlantis proved equally memorable. The show was possessed of a similar tone in its mix of high adventure and humor, yet proved distinct in its exploration of Ancient mythology and an unfamiliar galaxy as seen through the eyes of a new set of heroes. Atlantis offered a sense of wonder and camaraderie born of isolation and constant danger. Whereas team SG-1 could always go home at the conclusion of their adventures, the members of the Atlantis expedition (at least for those first few seasons) could only draw comfort from the city of Atlantis itself – and, of course, each other. It was unique and compelling yet, at the same time, comfortingly familiar. Nowhere is this more evident than in its opening theme, composed by the late Joel Goldsmith, which is, at turns fresh, haunting, stirring and, throughout, discernibly Stargate. Stargate: Atlantis wasn’t originally planned as a companion to Stargate: SG-1. It was intended to replace the long-running series. The only problem was, with eight seasons under its belt, SG-1 wasn’t quite done yet. And fans (and the network) weren’t done with it either. And so, instead of passing the torch and segueing to a new Stargate series, we ended up producing both. In retrospect, it was quite an achievement: 40 hours of television in a year! Today's productions can barely manage a quarter that output, but Stargates SG-1 and Atlantis delivered two fantastic 40 episode seasons before SG-1 took its final bow. It wasn’t easy, but it was certainly made easier by all of the enormously talented individuals who made it happen, from the office staff and crew to the cast and my fellow writer/producers. Still, it was not without its challenges. Take casting, for instance. It may surprise you to know that, when it comes to producing a show, not everybody cares about costumes or set design or whether the script’s fifth act denouement is emotionally satisfying - but everybody, and I do mean EVERYBODY, has an opinion on casting. Studio and network execs, producers, hell, even your significant other peering over your shoulder as you screen the auditions on your laptop, will want to weigh in. Of course, the more voices in the mix the more likely there are to be disagreements. So it is with every production and Atlantis was no different. Various individuals envisioned these characters in various ways and, as a result, consensus was only achieved after many auditions, calls-backs, heated discussions, and not-so-gentle reminders that our start date was fast-approaching and we really needed someone to say the lines on camera. The part of Carson Beckett was one of the first we cast. The other producers were in Rob’s office, screening the first batch of local auditions when Brad called me in and told me to check out the guy onscreen. I hadn’t imagined Beckett with a Scottish accent but, after watching Paul McGillion (Paul McGillion) in the role, I couldn’t imagine him without one. He’d brought something unexpected to the part, something we all responded to. Elizabeth Weir was not an easy character to pull off. She had to be smart, confident and strong yet needed to exude a certain warmth and empathy we were looking for in the civilian leader of the expedition. When it came time to (re)casting the role, several established names were considered (One had her own hit genre show back in the day while another went on to break out on a hit show soon after), but it was Torri Higginson (torri higginson 🌻 🇺🇦 🕊) who managed to strike just the right balance and vault her name to the top of the list. The role of Teyla Emmagan was a tough one to cast. Like Weir, she needed to be a strong, empathetic leader. But she also required something even more important – quite literally, an other-worldly quality that made her unique. Some equally talented actresses auditioned for the role but, as good as they were, they were never quite able to achieve that gravitas Rachel Luttrell (Rachel Luttrell) pulled off with such grace and seeming ease. Former VJ Rainbow Sun Francks (Rainbow Sun Francks) won the role of Lieutenant Ford on the strength of a great audition, preceded by an equally great audition with a funny hat. I recall Brad Wright on the phone with our casting agent, advising him to ensure there would be no hat worn in the callback for fear the network would fixate on it. There wasn't, they didn't, and Rainbow delivered. The role of John Sheppard was the second to last one cast. It came right down to the wire and there were several candidates in play. The character was originally conceived as a good ole southern boy, so it only made sense that Ben Browder’s name was bandied about early. However, he was too busy shooting Peacekeeper Wars to warrant consideration. A number of other actors were considered (one went on to play the lead in a hugely popular show the following year while another made his mark as a handsome heart throb on another hugely popular medical series) but it was Joe Flanigan (Joe Flanigan) who won the part based on his ability to pull off the devil-may-care attitude Brad and Robert were looking for. We come to the final role cast, a character who, in many ways, embodied everything Atlantis was about: exploration, discovery, fun, humor, and seat-of-your-pants-Holy-Sh&%-how-the-hell-am-I-going-to-get-out-of-this-adventure. And he almost didn’t make the trip to Pegasus. Originally, the casting call went out for a completely different character, an earnest young doctor who would lend the team much-needed medical support on their off-world ventures. Unfortunately, no one could agree on an actor to fill that role. If the casting of Sheppard went down to the wire, then the casting of this final part went a step past it. Finally, days away from production, Robert Cooper had an idea: Forget the doctor character. Why not use an established character from SG-1? How about Rodney McKay played by David Hewlett (David "Stargate Genius Leader" Hewlett)? The writers were on board, but some executives weren't weren’t sold on the idea. They found him annoying! I mean, hell yeah, but he’d be sooo much fun to write for! Rob got on the phone and went to bat for Rodney, pointing out that the character had come a long way since first being introduced way back in SG-1’s 48 Hours. He’d evolved, going from annoying jerk to endearingly irritating. To this day, I’m convinced that they weren’t totally convinced but, with production poised to commence, they relented, I suppose figuring they could just replace the character somewhere down the line. No one, even those who loved the idea of having the endearingly irritating Rodney McKay on board could have predicted how hugely popular the character would become. How do you think we did?

Joseph Mallozzi 🏴‍☠️

61,250 Aufrufe • vor 2 Monaten

From Creator to Founder: The Rollercoaster Journey of Building Chatter Social Man, what a journey it’s been so far. Four years ago, I was just another creator, spending late nights on Clubhouse during the height of the pandemic. Like so many others, I was searching for connection, for community, for something meaningful. But what I found there wasn’t just connection—it was purpose. Alongside my brother, Jonathan Bing, we built a nightly show that reached over 5 million people. Imagine that: 5 million lives touched by conversations that felt real and unfiltered, all on a platform that at its peak had 10 million monthly active users. Clubhouse was magic. But then the decline began. Watching the platform struggle, I couldn’t help but reflect: what made it great? What went wrong? And what could the future look like if we did things differently? The Spark of Chatter As a content creator, I understood the needs of both creators and users. I knew what excited people, what kept them engaged, and what made them leave. Clubhouse had tapped into something special, but it had missed the mark on scalability and sustainability. By September 2023, I couldn’t stop thinking about the potential for something new—something that brought back the magic of real-time interaction but made it scalable, engaging, and sticky. And so, I set out to build Chatter Social. But I wasn’t a tech founder. I didn’t have a background in software development or a network of Silicon Valley insiders. What I did have was determination and the belief that if I could bring the right people together, we could build something extraordinary. Building the Team The journey to build Chatter started with assembling a team. Through my network from my days on Clubhouse, I found Samir, my first CTO. He believed in the vision and was instrumental in getting the project off the ground. Shortly after, I connected with Tyler, our Head of Design, whose creativity brought life to our ideas. A developer joined us soon after, and we were off to the races. By the end of 2023, Samir had to step away due to other commitments, and we promoted the developer to CTO. At the same time, I brought on Banko, a Sony music executive, as our CMO. Banko’s connections led to one of our biggest early wins: landing Davido, a global superstar, as an owner-ambassador. To this day, I still marvel at the fact that Davido believed in our vision when all we had were Tyler’s Figma designs. From Dream to Reality Early 2024 was a whirlwind. We hired Yurii and Vasyl, two developers from Ukraine who brought incredible skill and dedication to the team. Vasyl, in particular, stood out as a leader and has since earned an equity position in the company. But despite these wins, we were facing growing pains. Our new CTO struggled to meet deadlines, and as a result, I found myself constantly pushing back the launch date. What started as a January release turned into February, then March, then April, then May. By then, people on Twitter Spaces—where I had been hyping up the platform—started doubting if we even had a product. Launch and Lessons June 1, 2024, marked a turning point. It was the day my son Noah was born and the day we launched Chatter in private beta. We started with just 40 users, but by the end of the month, we had grown to 1,000. The engagement was unbelievable. Users loved it, even though we had launched with just one feature: live rooms. This represented less than 20% of what we had planned, but it was enough to show that we were onto something big. In July, we launched our public beta on the App Store as an invite-only platform. Within 48 hours, Chatter ranked as a top 30 social app in over 30 countries. But our invite system throttled access, and most users couldn’t get in. While engagement metrics soared for those inside, our AWS costs exploded. In August, our AWS bill hit $10,000. By September, it had climbed to $15,000, and we were drowning in bugs and glitches. The breaking point came when our CTO became unresponsive, often disappearing during critical moments. Users were dropping off, frustrated by the issues, developers were confused and the team was also growing increasingly frustrated, I made the tough decision to let him go. A New Beginning Enter Horane, a long-time user of Chatter who had been with us since private beta. He was the first to discover some of the most innovative use cases for the platform and had a deep passion for its potential. After meeting him in person at a Chatter event, I knew he was the right person to step into the CTO role. When Horane took over, we discovered just how bad the situation was. Key areas of the codebase were locked, and there were no separate environments for development and production. Every fix seemed to break something else. But through sheer determination and countless 18-hour days, Horane stabilized the platform. Today, Chatter is far from perfect, but it’s stable. The bugs that plagued us have been reduced to moderate issues, and our core users—those who stuck with us through the chaos—are still engaged on the platform. Looking Ahead: Chatter V2 While the platform is stable now, we’ve shifted our focus to Chatter V2. This is where the magic really begins. V2 isn’t just an improvement; it’s a complete reimagining of the platform. It includes all the features we couldn’t release in V1 because we were too busy putting out fires. Imagine this: Chatter V1, with only one live feature, was incredibly sticky. Now think about what happens when we release a fully loaded platform with all the innovative features we’ve been working on behind the scenes. The possibilities are endless. V2 is slated to hit TestFlight by the end of December, with a public release in January 2025. And this time, we’re ready—not just with the product but with the lessons we’ve learned. The Hard Lessons This journey has taught me more than I ever thought possible: 1) Your Team is Everything: The right people can make or break your vision. Finding people who believe in your mission is just as important as finding people with the right skills. 2) Adaptability is Key: As a non-technical founder, I had to learn about development, DevOps, and product management on the fly. Challenges will push you to grow, whether you’re ready or not. 3) Trust the Process: Every setback, every delay, every bug—it all taught us something. Without those lessons, we wouldn’t be building the incredible V2 product we are today. 4) Resilience is Non-Negotiable: From technical disasters to predatory investors who tried to exploit my desperation, I’ve had to fight for this vision every step of the way. What’s Next December is shaping up to be an exciting month. We have some amazing events planned on the platform to close out the year, bringing our core community together as we prepare for the V2 launch. When V2 drops, it will mark a new era for Chatter. This isn’t just a social audio platform or a social audiovisual platform. Chatter is all about interactive experiences—making social media social again in ways that are truly unique. The public launch is slated for February 2025, and for the first time, we’ll have the marketing dollars to tell the world about Chatter. Our core community has been our biggest cheerleaders, and I can’t wait to see how the world reacts when they experience what we’ve built. Final Thoughts This has been the hardest year of my life, but also the most rewarding. To other founders, or anyone thinking about starting a company: know this—it will test you in ways you can’t imagine. You’ll face betrayal, doubt, and moments where you feel like giving up. But if you believe in your vision and refuse to quit, you’ll find a way forward. Thank you to everyone who has supported me, my team, and Chatter. We’re just getting started. Let’s talk about it. 🚀 If this story inspired you, please like and share it so others can learn from my experiences. The journey is far from over, but I’m more excited than ever for what’s to come.

Nelson Epega

43,485 Aufrufe • vor 1 Jahr

I’m recording this about 17 minutes before I hop on a zoom call so what’s your watching here? It’s a lot of what you’re watching. I think most importantly what you’re seeing is me having a good time and enjoying myself I’ve been really paying attention to that you know I can be so formulated formulaic strategic just because of you know the muscle memory of being an artist and a professional that sometimes I forget to you know, laughing and have a good time so the top of the year has been very consistent. You know we talked about the optimism you have come January 1 here we are in March. I’m not sure the date but we’re in March now almost in the first quarter and I’ve been working every single day. I’ve been living every single day but two weeks ago I got sick and I don’t know if it was allergies or whatever or something that was just going around because a few of my collaborators also was out and are still out to this to this day but everyone’s good everyone’s getting rest but that break really jolted me and scared me just how when I take the weekends off to go and live I always have this thought of when I go back on Monday do I still have it? Am I still in that mode that I’ve been feeling? the answer to that question is yes and I say that to say there’s this Producer, who I found on TikTok just because I love keeping my ear to the streets. It’s not good on the back and you shouldn’t keep your ear to the street for too long because it’ll make your back hurt, but it’s worth the pain. I promise you, but I found this Producer and the captain was. I’m making a beat every day and if I miss a day I quit and I sell all of my equipment. I’ve been in the search of just new production. I’m looking for a new bounces of drums and I feel like the youth is where it’s always gonna be at. I take pride in pointing at people who may not have the experience or anything yet but that doesn’t mean that you you don’t have what it takes to change the world or the Sonic’s so I reached out to trippy and I told him yo I’ve been looking for help on drums and swings I’m gonna nerd out for you but like I’m kind of getting tired of hearing the snare on the two and four or a repetitive high hat patterns and what I seen when I seen trvpyyy post well what I heard rather with someone who was taking liberties and swings and bounces, so I shot my shot in DM them got his number and we hopped on a FaceTime call and he told me his name was trippy and immediately I started smiling from the inside and out because I have a friend by the name of trippy who very early on took the chance to say yo I like what you doing I want you to get a front seat of what it’s like to be a superstar and also what it’s like to show love and be a friend and pour into someone so recording this now healthy me and Jason are back in the gym. We had a very strong week I had a very exciting week of being outside and just being with friends and loved ones Lotta late nights but we make sure we still get up in the morning and hit our 3 mile run or our leg days, upper body or full body . The weekends are usually my time to rest and live, but I’m recording live now from the studio excited and ready to play and Jam just because I genuinely love what I do there’s a lot That’s about to happen in a great way actually coming up this week and I’m excited for that but I’m even more excited to have a great time and just have a blast I’m so thankful I’m so present. I’m so appreciative of the life that I lived. I love that I get to speak these things and it gets transcribed in a text but I mean every single word. I love you and I’ll see you later, Playboy it’s about to be a fun week.

Mr.Mrs

37,957 Aufrufe • vor 5 Monaten

$NVDA $GFS NVIDIA’s reported agreement to acquire Groq for $20B in cash (per CNBC, amplified via Reuters and other wire coverage) represents a materially different strategic posture than NVIDIA’s prior M&A pattern, given both the headline size (largest reported NVIDIA acquisition to date) and the unusual carve-out that Groq’s early-stage cloud business would not be included. Public reporting indicates the information originated from Alex Davis, CEO of Disruptive (lead investor in Groq’s latest financing), and that neither NVIDIA nor Groq had issued an immediate confirmation at the time of publication. The same reporting frames the transaction as coming together quickly, only months after Groq raised $750M at a ~$6.9B valuation, and highlights Groq’s positioning as a high-performance inference chip vendor founded by ex-Google TPU engineers. Groq is best understood as a vertically integrated inference acceleration company whose core asset is an application-specific processor optimized for deterministic, low-latency execution of transformer-style workloads, paired with a compiler-led software stack and a distribution layer (GroqCloud) designed to reduce developer friction via OpenAI-compatible APIs and integrations. Groq brands its architecture as a Language Processing Unit (LPU) and consistently emphasizes that the design target is inference, not training. The company’s own architecture description centers on 1-core execution, large on-chip SRAM used as primary storage (explicitly not cache), a custom compiler that statically schedules compute and communication, and direct chip-to-chip connectivity intended to coordinate multi-chip execution without relying on conventional caching hierarchies or dynamic runtime scheduling. The technical premise is a deliberate inversion of the conventional GPU approach. GPUs deliver throughput via massively parallel, multi-core execution with dynamic scheduling, complex memory hierarchies, and heavy reliance on off-chip HBM bandwidth and sophisticated runtime/kernel optimization. Groq instead argues that inference bottlenecks are driven by latency variance (tail latency), synchronization overhead, and memory access unpredictability inherent in dynamically scheduled, cache-heavy architectures, particularly when workloads are latency sensitive and batch sizes cannot be inflated. Groq’s solution is to move “control” into the compiler: the full execution graph and inter-chip communication schedule are computed ahead of time down to clock-cycle granularity, with deterministic execution designed to reduce run-to-run variance. In Groq’s framing, the removal of caches, reorder buffers, speculative execution overhead, and other sources of contention enables predictable latency and high utilization without per-model kernel engineering typical of GPU tuning cycles. A critical nuance is that Groq’s determinism is not merely a software claim; it is tightly coupled to architectural constraints and system design choices that trade flexibility for predictability. Third-party technical commentary indicates Groq’s chip uses a fully deterministic VLIW-style approach with minimal buffering, no external memory, and heavy dependence on sharding models across many chips because on-chip SRAM capacity is limited. SemiAnalysis describes a ~725 mm^2 die on GlobalFoundries 14nm with ~230MB of SRAM and notes that “no useful models” fit on a single chip, forcing multi-chip partitioning for modern LLMs and driving a system-level design where networking and compilation are first-class scheduling problems rather than ancillary infrastructure. This is consistent with Groq’s own messaging that tensor parallelism across chips is a primary design goal, enabled by large on-chip SRAM and compile-time coordination of compute plus interconnect. The on-chip SRAM emphasis is central to Groq’s latency story and also its most constraining trade-off. Groq claims on-chip SRAM bandwidth “upwards of 80 TB/s” and contrasts that with off-chip HBM bandwidth “about 8 TB/s,” asserting a potential 10x advantage from bandwidth plus reduced trips across chip-to-memory boundaries. While these comparisons are marketing-oriented and depend on workload specifics, the architectural implication is clear: Groq prioritizes ultra-fast local weight/activation access and then scales capacity by adding chips, not by attaching large off-chip memory pools. This design can reduce latency for sequential inference layers and minimize unpredictable stalls, but it pushes complexity into partitioning strategy, interconnect topology, and compiler scheduling, and it increases the number of chips needed for very large parameter counts and large KV-cache footprints. Groq also highlights numeric formats and compiler-driven precision management as a performance lever. In its 2025 technical blog, Groq describes “TruePoint numerics,” including 100-bit intermediate accumulation and selective quantization choices (FP32 for attention-sensitive operations, block floating point for MoE weights, FP8 storage in error-tolerant layers), and claims 2-4x speedups versus BF16 without measurable accuracy degradation on benchmarks such as MMLU and HumanEval. Even if the absolute uplift is workload dependent, the strategic point is that Groq is pursuing performance via end-to-end co-design: precision policy is not just hardware capability (FP8/BF16) but compiler-enforced mapping of precision to error sensitivity, which can matter materially for inference cost-per-token if it reduces memory traffic and boosts throughput without forcing aggressive, accuracy-damaging quantization. Independent performance datapoints indicate Groq has been credible on latency-oriented inference speed, at least for certain regimes. EE Times reported in 2023 that Groq demonstrated Llama-2 70B inference at ~240 tokens/s per user on a cloud-based dev system described as 10 racks and 64 chips, using the company’s 1st-gen silicon introduced several years earlier. Separate Groq commentary around independent benchmarking cites results showing ~241 tokens/s throughput and ~0.8s time to receive 100 output tokens for a Llama-2 70B API configuration, positioning the platform as a step-change in “available speed” for certain interactive use cases. These figures do not settle total cost-of-ownership versus GPUs or hyperscaler ASICs, but they establish that Groq’s system-level architecture can deliver strong single-user throughput and latency on large models when properly partitioned and scheduled. GroqCloud is the commercial wrapper that packages this hardware/software stack as “tokens-as-a-service,” aiming to make Groq adoption feel like switching API endpoints rather than adopting new silicon. Groq’s documentation states its API is designed to be “mostly compatible” with OpenAI client libraries, and its pricing page provides model-specific token rates, published speeds (tokens/s), prompt caching discounts, and batch processing discounts. For example, pricing lists inputs as low as $0.05 per 1M tokens and outputs as low as $0.08 per 1M tokens for certain smaller LLM configurations, with higher prices for larger models and long-context or MoE variants; it also advertises prompt caching with a 50% discount on cached input tokens for certain models and a batch API offering 50% lower cost for asynchronous processing windows. These mechanics are economically important because they demonstrate Groq’s go-to-market is not simply “sell chips,” but “sell predictable unit economics per token,” with tooling (batch, caching) that directly targets inference cost drivers (reused prompts, throughput smoothing, and asynchronous workloads). The cloud footprint and distribution partnerships indicate Groq has been building an inference-native “edge within the cloud” strategy rather than competing head-on with hyperscalers on breadth of services. A 2025 Groq newsroom release describes a European deployment in Helsinki with Equinix, positioned as latency reduction and data governance for European customers, and explicitly references Equinix Fabric enabling private connectivity to GroqCloud over public, private, or sovereign infrastructure. The same release enumerates additional capacity in the U.S. (Equinix, DataBank), Canada (Bell Canada), and Saudi Arabia (HUMAIN), and states these sites collectively served more than 20M tokens/s across Groq’s global network at that time. That supply-side metric matters because it provides a directional sense that Groq is scaling capacity as a network, not merely as a chip vendor. Customer disclosure is inherently limited because Groq is private and many enterprise deployments are not public, but Groq’s marketing materials and partnerships provide signals about demand vectors. The company’s public website displays logos of large consumer and enterprise brands (e.g., Dropbox, Vercel, Chevron, Volkswagen, Canva, Robinhood, Riot Games, Workday, Ramp) and includes a published customer quote claiming a 7.41x chat speed increase and an 89% cost reduction after moving to GroqCloud, followed by a tripling of token consumption. While marketing claims should be treated as case-specific and not generalized, they indicate that Groq is targeting both AI-native developers (who measure success by latency and cost-per-token) and enterprise buyers (who care about predictable performance and governance). Supplier and dependency mapping for Groq spans 3 layers: silicon production, system integration, and cloud infrastructure. On silicon, third-party analysis indicates GlobalFoundries 14nm for the 1st-gen Groq chip, implying a supply chain less constrained by the most capacity-tight leading-edge nodes and advanced packaging bottlenecks that dominate high-end GPU supply (HBM stacks, CoWoS-type packaging constraints). If accurate, this is strategically meaningful because it suggests Groq capacity expansion could be gated more by conventional wafer supply, board assembly, and data center power than by the same HBM/advanced packaging scarcity that has constrained top-tier GPU ramp cycles. On systems and cloud, Groq’s own releases identify colocation and connectivity partners (Equinix, DataBank, Bell Canada) and a Middle East partner (HUMAIN), implying dependencies on data center real estate, power availability, and network connectivity, alongside procurement of standard server components, NICs/switching, racks, and cooling infrastructure. The Groq design narrative also emphasizes air cooling and reduced need for complex power/cooling infrastructure, which—if realized in deployments—can widen the set of feasible hosting locations and lower deployment friction relative to liquid-cooled, very high power density GPU racks. Against that backdrop, the strategic rationale for NVIDIA acquiring Groq can be framed as a set of overlapping objectives: inference silicon optionality, architectural hedging, competitive defense, and supply chain diversification, with the carve-out of GroqCloud signaling a preference to avoid direct cloud competition and to focus on IP and product portfolio control rather than operating a capital-intensive token-serving business. The deal, if confirmed, would occur at a valuation step-up of ~190% versus Groq’s reported ~$6.9B private valuation in the September $750M round, reinforcing that any acquisition logic would be predominantly strategic rather than a conventional financial multiple arbitrage. The most compelling strategic driver is inference. Training has historically been the center of gravity for cutting-edge GPU demand, but inference volume is structurally larger and more distributed as deployments scale, with economics dominated by cost-per-token, latency guarantees, and utilization under spiky demand. Inference workloads also create a strategic vulnerability for NVIDIA: hyperscalers and large platforms can justify bespoke ASICs (TPU, Trainium/Inferentia, Maia-class efforts) because inference is stable, repeatable, and can amortize software investment at massive scale. Groq’s core proposition—deterministic, compiler-scheduled inference with predictable latency—aligns directly with the segment where GPU generality is least valued and where “good enough” programmability plus superior unit economics can win share. Acquiring Groq would allow NVIDIA to own a credible inference-native architecture rather than relying solely on GPUs and software optimization to defend that segment. Competitive defense logic is also plausible. Groq occupies a specific competitive wedge: low-latency, high-throughput interactive inference, delivered via a simple API abstraction that reduces switching cost. That wedge directly pressures GPU inference margins in the long run because it makes inference price/performance comparisons more transparent at the token level, and it targets a developer persona that historically defaulted to CUDA-first ecosystems. Even if NVIDIA’s current-generation systems can achieve very high tokens/s per user with extensive optimization, the strategic risk is that competing architectures normalize the idea that inference is best served by special-purpose silicon with a simpler programming model, weakening CUDA lock-in at the application layer. NVIDIA has actively demonstrated that Blackwell-era systems can exceed 1,000 tokens/s per user in benchmarked configurations, but that performance leadership does not automatically translate to lowest cost-per-token across the full range of batch sizes, latency targets, and deployment environments. Groq’s existence as a credible alternative architecture forces NVIDIA to keep defending inference economics rather than only raw performance leadership. The “technology acquisition” rationale is unusually strong in this specific case because Groq’s differentiator is not a single block of silicon IP but an end-to-end methodology: compiler-led static scheduling, deterministic networking, and a system architecture designed around tensor-parallel inference rather than throughput-maximizing batch inference. NVIDIA’s stack is already compiler-heavy (TensorRT, Triton, CUDA graphs, kernel fusion, speculative decoding techniques), but GPUs remain dynamically scheduled devices with complex memory hierarchies and stochastic latency behaviors under contention. Groq’s approach provides an alternate design point: treating the entire inference execution (compute plus communication) as a statically schedulable program. In principle, that IP could be valuable even if Groq silicon itself is not adopted at massive scale, because it can inform how NVIDIA builds future inference-optimized products, compilers, and networking fabrics, especially as distributed inference with large models makes communication a first-order performance determinant. Supply chain diversification is a non-obvious but potentially important driver. If Groq’s mainstream product generation is truly based on a mature process node and avoids HBM, then the scaling constraints look different than those of state-of-the-art GPUs. NVIDIA’s ability to meet incremental demand has been tightly coupled to advanced packaging and HBM supply, and those constraints can remain binding even when wafer supply is available. An inference ASIC architecture that relies primarily on on-chip SRAM and scales by adding chips—while not costless—could reduce dependence on HBM availability and advanced packaging capacity, enabling NVIDIA to ship “inference capacity” in higher absolute volumes or into geographies and customer segments where the highest-end GPUs are economically or logistically difficult to deploy. This could be particularly relevant for latency-sensitive inference deployed in regional colocation footprints rather than centralized hyperscale campuses. The carve-out of GroqCloud, if accurate, is itself a strategic signal about NVIDIA’s priorities. Operating a token-serving cloud at scale is capital intensive, structurally lower margin than silicon IP rents, and creates channel conflict with hyperscalers and CSP partners who are core NVIDIA customers. NVIDIA has generally positioned its cloud offerings through partnerships rather than as a direct hyperscale competitor. Excluding GroqCloud would preserve neutrality with CSPs and avoid inheriting multi-region data residency obligations and partner contracts, while still allowing NVIDIA to acquire Groq’s silicon, compiler technology, and engineering talent. At the same time, excluding GroqCloud would also mean NVIDIA would not automatically acquire the commercial proof-point of Groq’s unit economics or the customer contracts that validate product-market fit at scale, increasing the importance of diligence on whether Groq’s cloud pricing is structurally profitable or partially subsidized by fundraising. There is also a “preemptive acquisition” angle. The reporting identifies recent investors in Groq’s latest round including large financial institutions and strategic/industry players. In that context, Groq represents an asset that could plausibly have been acquired by a competitor (AMD/Intel) or by a hyperscaler seeking to accelerate inference independence. NVIDIA acquiring Groq could be a defensive move to prevent a credible inference-native architecture from being weaponized by a rival with deep distribution. Even if GroqCloud is carved out, controlling the silicon roadmap and compiler IP would meaningfully constrain Groq’s ability to evolve into a standalone competitor, unless the carved-out entity retains long-term rights to the hardware and software stack. However, the strategic case is not one-sided; there are meaningful risks and potential contradictions that would need to be reconciled for the transaction to be value-accretive on a multi-year horizon. 1st, Groq’s architecture appears to rely on scaling out chip count to achieve capacity, which introduces system cost, networking complexity, and physical footprint considerations. The absence of external memory and limited on-chip SRAM implies very large models require substantial chip parallelism, and the economics then depend heavily on chip cost, yield, power efficiency, and interconnect overhead. SemiAnalysis explicitly frames Groq as trading space for time and raises questions about token economics and whether publicly advertised pricing reflects fully loaded costs or market share capture. 2nd, integration risk is non-trivial. Groq’s compiler-led deterministic model is philosophically and practically different from CUDA’s dominant programming and execution model. A poorly executed integration could create internal product confusion, dilute engineering focus, or alienate developers if the combined stack fragments. 3rd, there is cannibalization risk. If Groq-class inference silicon undercuts GPU inference economics, NVIDIA could face internal margin trade-offs, even if the goal is to defend share against hyperscaler ASICs. Cannibalization can still be rational if it prevents larger share loss, but it would require crisp portfolio segmentation and go-to-market discipline. The presence of NVIDIA’s own rapidly improving inference performance complicates the “need” for Groq but does not eliminate the “option value.” NVIDIA has demonstrated benchmark-leading tokens/s per user on Blackwell-based systems, suggesting that raw interactive throughput is not necessarily the limiting factor for NVIDIA’s product line. The more enduring strategic question is unit economics and architectural control: whether future inference demand is better monetized through general-purpose GPUs plus software optimization, or whether a bifurcated product portfolio (training GPUs plus inference-native ASICs) becomes necessary to defend total AI compute wallet share as hyperscaler ASIC penetration increases. Acquiring Groq could be a decisive move to ensure NVIDIA participates in both regimes rather than betting exclusively on GPUs to win inference forever. What is “special” about Groq’s technology relative to a typical accelerator roadmap is the tight coupling of determinism, compilation, and networking into a single scheduling problem. The LPU narrative emphasizes deterministic compute and networking, static scheduling, and direct chip-to-chip coordination that allows “hundreds” (more precisely, 100s) of chips to behave like a single scheduled resource. The architecture also explicitly targets tensor-parallel, latency-optimized distribution rather than pure data-parallel throughput scaling, which matters for real-time applications where a single response must arrive quickly rather than many requests being processed in bulk. The implication is that Groq is optimized for the time-to-first-token and steady token streaming behavior that defines user experience in interactive LLMs, and it attempts to achieve that without relying on large batch sizes that can degrade latency. From a portfolio manager’s perspective, the most important interpretation is that an NVIDIA-Groq combination would likely be less about “NVIDIA needs more inference speed” and more about controlling the architectural trajectory of inference acceleration and removing a fast-improving, developer-friendly competitor from the market. The carve-out of GroqCloud would reinforce that the transaction is aimed at IP, talent, and product optionality, not acquiring a cloud revenue stream. The valuation step-up implied by $20B versus $6.9B would therefore be justified only if the acquired assets materially reduce long-term competitive risk (hyperscaler ASIC displacement, inference margin compression) or enable new monetization vectors (inference ASIC product line, supply chain de-bottlenecking, improved software determinism) that would be difficult to achieve on a comparable timeline via internal R&D.

TheValueist

102,145 Aufrufe • vor 7 Monaten

🚨NEW - House Speaker Mike Johnson delivers first floor speech on border catastrophe, accusing President Biden of intentionally creating a "clear and present danger to our national security." "Since I was elected Speaker less than 100 days ago, more than 700,000 illegals have been welcomed into our country illegally by the Biden administration. American schoolchildren have been forced into virtual schools so migrants can sleep in their school buildings. Korean War veterans have been booted from nursing homes that were sold to house migrants. Our streets are being flooded with fentanyl. Hundreds of thousands of children and adults are being poisoned and losing their lives. Vulnerable children and women are being exploited and trafficked by cartels. Since President Biden and Alejandro Mayorkas assumed office, there have been more than 7 million encounters with illegal aliens just at our southern border alone. 35 of our 50 states, including my home state of Louisiana, don't have a population that large. More than 300 individuals who are on our terror watchlist have been apprehended on the southern border. The frightening question is, how many have entered undetected? We know there are at least 1.8 million gotaways that have escaped. Understand that the situation at our border presents a clear and present danger to our national security, and it demands that it be addressed. FBI Director Christopher Wray told the Homeland Security Committee in November that these gotaways are a great concern for the agency, and all 56 of our Joint Terrorism Task Forces are trying to identify who these people are. We don't know how many terrorists are inside our borders. We do know that fentanyl is pouring into our communities like an open sewer. Right now, the leading cause of death of death in America for Americans aged 18 to 46 is fentanyl poisoning. To make matters worse, we've learned that the Biden administration is now simply just releasing 85% of the illegals who come across that border right into the country. For reference, by the way, in 2013, the Obama administration detained 82% of illegal aliens. How do we go from detaining 82% to releasing 85%? It only happens if this is by design. It only happens if it's an orchestrated intentional effort by the administration to do exactly that, and that is what the evidence shows. Earlier this month, I released a memo documenting 64 specific actions that the Biden administration has taken to undermine our border security and to promote the mass release of illegals and dangerous persons into our country. The very first day President Biden walked into the Oval Office, he revoked Executive Order 9844. Do you know what that did? It ended the construction of the border wall that Congress had already paid for. Everybody has seen the images of the materials out there rotting in the sun. Why? Because Joe Biden decided unilaterally that he didn't want a wall. In February 2021, the administration stopped applying Title 42 expulsions to children and incentivize by doing that incentivize families to send unaccompanied children through Mexico under the watch of cartels and traffickers. Since then, the administration admits to losing track of more than 80,000 unaccompanied children somewhere in the US. We don't know where they are. Have they been put into trafficking rings? We know that some of these kids are being trafficked for free labor and being forced to do things that are too appalling for us to articulate on this floor. Everybody here knows that's happening, and we're not demanding the President stop it? He can. He has the power to do it. In October 2021, the Biden administration revoked the migrant protection protocols that had been instituted under President Trump. That's the policy that we all know colloquially as Remain in Mexico. The Remain in Mexico policy kept asylum seekers in a safe haven third country while they were seeking asylum in the United States. Do you know why that works magically so well? Because it sent a message around the world that you shouldn't pay your life savings to a cartel to traffic you through Mexico and drop you over the US border because you're not going to be dropped over the US border. The word goes out on social media to countries all around the world. They are not going to let you in. Man, is that the most common sense rule you've ever thought of? President Biden doesn't agree because he stopped it. He issued an executive order to stop that common sense rule. A senior border patrol officer told us on that trip to Eagle Pass that if President Biden, by the stroke of a pen, would issue an executive order today to just simply reinstate Remain in Mexico, they think that would stop the flow by 70%. One stroke of the pen by the President. He does not seem to care. I told President Biden this myself on multiple occasions, most recently, a couple of weeks ago on the phone, I read him the law that says that he has all this authority, but he refuses to act. And even that's even despite court orders, by the way that instructed the administration to reinstate the institute remain in Mexico while the litigation was going on. You know what they did? They ignored it. The Biden administration is actively incentivizing illegals to come to the United States. We have laid out the welcome mat. We told everybody around the world, come on, you know what? The US taxpayer will take care of you. It's costing the American people billions and billions and billions of dollars to provide for people who are intentionally breaking our laws, billions and billions of dollars to house them and educate them and clothe them and take care of them. Why should we bear the burden when they break our laws? In January 2023, the Biden administration expanded the use of the Customs and Border Patrol One App so illegal aliens could just make appointments and then be released immediately right into America's interior. Guess what? 95% of all illegals who simply scheduled appointments through the app were released right into the United States. That's right. All you have to do is just download the app because they all have smartphones, make an appointment, and the President of the United States will release you into a network of NGOs who will put you on a plane to the destination of your choice. Without identification, by the way, while Americans are waiting in line to get through TSA. All on the dime of the American taxpayer. In December 2023, CBP recorded more than 302,000 encounters, almost double the population of my hometown of Shreveport, Louisiana. In just one month 302,000 people just walked right into the country. I could go on and on about the 64 actions we've documented that President Biden has specifically taken to open our border wide up, but it's crystal clear his policy choices and Secretary Mayorkas refusal to comply with the law are driving this border catastrophe. They have chosen disorder and chaos for us rather than securing the homeland. They've ceded the homeland to cartels and traffickers. In the Del Rio sector alone in Eagle Pass, Texas, the cartels are making an estimated $3.5 million dollars a day trafficking human beings into our country. Do the math. They are making billions of dollars a year trafficking undocumented children and victims into this country. The Department of Homeland Security has effectively become a taxi driver to just help traffickers complete the last few miles of their human smuggling operation, and they're making billions of dollars in the process. It's absolute madness, and it is dismantling the safety of our communities. More than half a million known criminals and illegal aliens are in the US in our communities, free to re-offend and victimize American people. When we were at Eagle Pass in the Del Rio sector earlier in January, they told us that 60 to 70% of the people coming across the border right there at that epicenter are single adult males. They're military-aged. These are not huddled masses of families seeking refuge and asylum. These are people coming into our country to do only God knows what. The Biden administration is allowing it, and we've noted that they are coming from adversarial nations and from terrorist regions. We have no idea what they're planning. But in fiscal year 2023, border patrol encountered illegals from 170 different countries, including hundreds from Iran and Syria, thousands from Russia, and tens of thousands have come in from China. Tell me that's not dangerous? Law enforcement and intelligence leaders are warning us that we may very well suffer a preventable terrorist attack here in the homeland if we don't immediately secure that border and remove these dangerous terrorists from inside our borders. I read the black letter law to the President of the United States on the phone about two and a half weeks ago. I said, Mr. President, it says very clearly that you have all the tools and the executive authority necessary to reverse the catastrophe that you have created. He has those tools right now, and he has since day one. We have to decide if we believe in the rule of law or not. We have to decide if we're a sovereign nation or we're not. I believe that border security is part of our solemn obligation to safeguard the well-being of our citizens and uphold the principles that define who we are as a nation. A weak border weakens America, and a strong border is good for America, and a stronger America is good for everybody around the world. And everybody in this chamber should acknowledge that. Just as we lock our doors at night to protect our homes, we secure our borders to protect our homeland. And my friends, that is our sacred obligation." Speaker Mike Johnson

KanekoaTheGreat

14,479,343 Aufrufe • vor 2 Jahren

🚨 EXTREMELY ALARMING: DARPA'S N3 PROGRAM, Non Surgical Mind Reading, Brain Control, and The END of Free Thought as WE Know it! 🚨 This is NOT conspiracy. This is DOCUMENTED, FUNDED and Operational Reality. DARPA Official N3 Program Page: DARPA 2019 Announcement of N3 Funding to Six Teams: From the original 1950s-1970s RF experiments, through MKULTRA continuations, to today's nanoscale neurogenetic weapons systems. I hold the full map. What follows is the complete exposure, every player, every technology, every intent, every lie, and every question the world must answer BEFORE IT'S TOO LATE! DARPA's N3 (Next-Generation Nonsurgical Neurotechnology) Program: Launched 2018, Still Active in Outcomes In 2018, DARPA publicly announced N3: high-performance, bidirectional brain-machine interfaces for able-bodied service members (and beyond) that require no surgery. Goals: read/write to 16+ independent channels in a 16mm³ brain volume in under 50 milliseconds. Sub-millimeter spatial and temporal precision rivaling implanted electrodes, but wearable, portable, and scalable to populations. Technologies explicitly pursued (per DARPA and funded teams): - Neurogenetics: Genetically engineering neurons to express light-sensitive proteins (optogenetics) for infrared or light-based control. - Nanoscale engineering: Nanotransducers, nanoparticles, aerosolized nanomaterials that cross the blood-brain barrier when inhaled or injected non-surgically. These act as implantable electrodes/sensors/transmitters without scalpels. - Infrared sensing & light: Near-infrared beams to read/write neural activity through skull/scalp. - Ultrasound & acoustics: Focused ultrasound to guide signals or stimulate neurons. - Electromagnetics & RF: Pulsed fields for non-invasive modulation. - Minutely invasive track: Temporary nano-transducers delivered without surgery. Funded teams (2019, millions each): - Battelle Memorial Institute - Carnegie Mellon University (Pulkit Grover et al., $19M+) - Johns Hopkins University Applied Physics Lab - Palo Alto Research Center (PARC) - Rice University - Teledyne Scientific These are not fringe labs. These are core defense contractors and elite universities building the future of thought-controlled drones, instant team cognition, "active cyber defense" via brain links, and unstated population scale neural influence. The Video You Just Watched Ties Directly In: Historical RF/microwave mind control research (Moscow Signal era) showing decades of precedent. The U.S. Embassy in Moscow was irradiated with microwaves 1953-1976. Result: cancers, blood disorders, neurological issues in ambassadors and staff. U.S. responded with its own programs (PANDORA, BIZARRE) exploring behavioral effects of modulated RF. This is the foundation N3 builds upon... now refined to nanoscale precision. From MKULTRA to N3 and Beyond: - 1950s-1970s: CIA MKULTRA, OPERATION ARTICHOKE - LSD, hypnosis, electroshock, sensory deprivation on unwitting citizens. Parallel DoD RF studies on embassy staff and primates. - Moscow Signal: Soviets beamed microwaves at U.S. diplomats. U.S. studied effects secretly while developing countermeasures/weapons. - 1980s-2000s: Continued classified neuro-weapons research (memory modulation, crowd control via EM). - 2010s-Now: N3 + related programs (INI - Intelligent Neural Interfaces, NESD, SUBNETS, etc.). Public "for soldiers" framing hides dual-use: offensive neurowarfare, surveillance, behavioral modification. Key Players Exposed: - DARPA Biological Technologies Office - Architects. - Program Managers: like Al Emondi (N3). - Advisers like Dr. James Giordano (public admissions on nanoscale brain disruption as weapons). - Contractors: Battelle, Teledyne, PARC (Xerox), universities weaponizing academia. - Overarching: U.S. DoD, with likely Five Eyes/ international partners. Private sector bleed-over (Neuralink et al. are the civilian cover story). This is not "for veterans" or "helping paralyzed people." Primary focus: able-bodied warfighters for superhuman command of swarms, instant intel fusion, thought-speed hacking. Civilian applications = total surveillance/control. Nanoparticles can be aerosolized; breathed in unknowingly. They lodge in brain tissue and turn neurons into transceivers. Infrared/light can then read thoughts in real-time or write commands (insert images, emotions, "voices," behavioral urges). Combine with 5G/6G terahertz networks for remote activation. Genetic edits make brains "compatible" at population scale. This enables: - Remote mind reading (thought surveillance). - Behavior modification without consent. - "Havana Syndrome" on steroids... targeted neurological disruption. - End of privacy of thought. End of free will as we define it, as professed by Yuval Noah Harari at the World Economic Forum (WEF). - Weaponized neuroscience: neurowarfare where enemies "decide" to surrender via neural influence. WE NEED to be Demanding Answers for RIGHT NOW, or You, Your Children, Loved Ones, Friends, Family, you name it... Will not exist in the next 3-5 years, this is OPEN GENOCIDE on populations globally. The Georgia guidestones are starting to make a bit more sense now arent they? I won't even bother diving down the rabbit hole of how the real true genuine numbed of souls in this world was around the 730m, about 2 years ago... So that number is now much likely to be closer to around 660m. They are speeding up their human eradication plans, because they don't wish to be held accountable for their heinous, generational, outright satanic crimes that they have committed, are committing and will continue to commit to... If we fail to awaken to what is happening around us, and if we fail to stand together with courage, discernment, and unity, we risk surrendering the future of our species to forces that thrive on division, distraction, and indifference. This is not a work of fiction. This is not a screenplay. This is not a distant possibility reserved for some imagined future. This is REAL LIFE. AND THESE ARE REAL PEOPLE that are affected by the systems, institutions, incentives, and decisions that shape the world around us every single day. Throughout history, countless men, women, and children have suffered under structures that viewed human beings not as sacred and sovereign individuals, but as resources to be managed, exploited, controlled, or discarded. The question before us is whether we will remain passive observers, or whether we will choose to become informed, engaged, and united in defense of human dignity, freedom, and the future we leave to those who come after us. The time to pay attention is NOW! When did N3 achieve operational capability? 2020s? Earlier in black programs? How many citizens worldwide have already received nanotransducers via vaccines, aerosols, food/water, or "shedding"? Which governments/contractors are deploying this against their own populations for "social control"? Why the secrecy if it's purely benevolent? Giordano and others have admitted weaponization potential, What if the greatest illusion ever sold was not a product, a policy, or a political movement, but the belief that power is fully accountable to the people it governs? We are told that rights are sacred. We are told that laws apply equally to all. We are told that institutions exist to protect the public. Yet throughout history, countless examples reveal a different reality. Those entrusted with authority have often violated the very principles they were sworn to uphold. Too often, power protects itself. Too often, wealth purchases influence. Too often, those responsible for the consequences of their decisions remain insulated from the suffering those decisions create. This is not a condemnation of every individual within every institution. It is an observation about a recurring pattern throughout human history. When power becomes concentrated, accountability diminishes and when accountability diminishes, corruption flourishes. The challenge before humanity is not merely to replace one group with another... It is to create a society in which truth matters more than propaganda, principles matter more than profit, and human dignity matters more than power. A free society cannot survive on blind trust alone. It requires informed citizens willing to question, investigate, challenge authority, and hold every institution to the standards it claims to represent. The future belongs to those who refuse to surrender their capacity for independent thought. WE MUST EDUCATE OURSELVES. There comes a moment in every human life when the identities we have inherited, the assumptions we have accepted, and the countless narratives imposed upon us by family, culture, institutions, and society begin to reveal themselves as incomplete representations of who we truly are. At that moment, a choice presents itself... We may continue moving through life according to expectations that were handed to us by others, or we may begin the far more demanding process of discovering what remains when every borrowed certainty is stripped away. Approach God with complete honesty and without reservation. Abandon the need to appear strong, knowledgeable, spiritually accomplished, or self-sufficient. Speak openly of your confusion, your failures, your fears, your doubts, your exhaustion, your grief, your shortcomings, and your deepest questions. Acknowledge that despite all of humanity's achievements, despite all accumulated knowledge, despite every title, accomplishment, possession, and ambition, there remain mysteries that cannot be conquered through intellect alone... Admit where your own understanding has reached its limits and ask sincerely for wisdom beyond yourself. Then withdraw from distraction and remain present long enough to listen. The modern world has become extraordinarily skilled at monopolizing attention, filling every moment with noise, stimulation, entertainment, conflict, urgency, and endless streams of information that leave little room for contemplation. Yet beneath that noise exists a depth that can only be encountered through stillness. It is often within periods of silence, reflection, prayer, and sincere self-examination that many discover insights, convictions, direction, and understanding that could never have emerged amid constant distraction. What answers arrive may not always come as words. They may arrive as conviction, clarity, intuition, compassion, understanding, or an unmistakable awareness of the next step that must be taken. Understand that you have not become the person you are by accident. Every hardship you have endured has contributed to your formation. Every disappointment has shaped your perspective. Every loss has expanded your capacity for empathy. Every mistake has carried a lesson. Every success has revealed something about your character. Every betrayal, every setback, every period of loneliness, every moment of despair, every obstacle that seemed impossible to overcome, and every occasion upon which life reduced you to your lowest point has participated in the continual process of your becoming. Nothing has been wasted. If you are willing, release the assumptions that have convinced humanity that the sacred must always remain distant, unreachable, and separated from daily existence. Release the belief that truth belongs exclusively to institutions, authorities, hierarchies, or those who claim unique access to the divine. Release the notion that the presence of God is confined to specific locations, specific rituals, specific traditions, or specific individuals. Instead, consider the possibility that the divine presence permeates existence itself, expressing through every dimension of creation, through every act of compassion, through every sincere pursuit of truth, through every expression of love, through every lesson hidden within suffering, and through every living thing that has ever participated in the unfolding story of life. Consider the possibility that God is Not absent from the Human experience but Intimately Present within it, experiencing existence alongside US, sharing in Every Joy, Every sorrow, Every triumph, Every wound, Every question, and Every struggle that has accompanied Humanity from the beginning of recorded history until this present moment. The task before US is therefore Not merely to believe more deeply, but to seek more Honestly, to learn more diligently, to question more courageously, to listen more carefully, to Love More Completely, and to become ever more Aligned with the highest truth we are capable of perceiving. Accept Nothing Less than the Fullest Realization of the purpose for which You were created, and devote Yourself to that pursuit with every faculty of mind, Heart, and Soul that has been entrusted to You. and DO NOTHING LESS. Furthermore, What is the full integration with AI (predictive neural control loops)? How do we detect and neutralize these systems in ourselves and Loved ones? Who ultimately controls the master kill-switch on global neural networks? If thoughts are readable/writable, what remains of "human rights"? Are you already affected? How would you even know? Continue through the comprehensive thread below and explore the interconnected material in its entirety. Each post serves as part of a larger body of research, analysis, observations, and supporting information that cannot be fully understood in isolation. The broader picture emerges only through careful examination of the complete sequence and the relationships between the ideas presented throughout. Take your time. Follow the references. Examine the evidence. Consider competing perspectives. Draw your own conclusions. The deeper you venture into the material, the more context becomes available, allowing individual pieces of information to connect into a far more expansive understanding of the subjects being discussed. This Constitutes Crimes Against Humanity on a Planetary Scale! The desecration of the sovereign mind... the last true sanctuary. SHARE THIS THREAD RELENTLESSLY. Demand full declassification of N3 and all neurotech programs... IMMEDIATELY! Support independent researchers exposing dual-use Psinergy-solafide. Protect your mind: minimize EM exposure, detox protocols (research zeolite, saunas, etc. though incomplete), awareness as first defense, = Cures to cancer and all diseases, FREE BOOKS. The era of invisible tyranny is here. They can read your mind. And they can change it. Will you let them? Or do we rise as sovereign consciousness and shut this down NOW? Check my Page or Reach out to me via DM, to Join Thousands of Readers that have already chosen to Embark on the New, Un-forseen way forward. Get yourself a FREE copy of The Book of God's Grief, and The Book of God's Joy, Repost. Research. Resist. The Future of Humanity Depends on it. Related content for you to look in to: - CMU Team: - Historical Moscow/RF: Search declassified archives on PANDORA project. - Giordano clips and papers widely available. Let me know what you think, and SHARE THIS so that others may too! And if You see This post, Reposted... Click on it, Unpost and then Repost again. The knowledge is now yours. Use it. And if you're not already following Noah B. Price... What the heck are you doing?! I Agape You ALL, 🫂 - Noah B. Price 🤍 🪽 If you possess relevant information, research, documentation, personal experiences, data, or credible sources relating to any of the subjects discussed throughout this thread, please feel free to contribute them. Meaningful progress is often achieved through the collective sharing of knowledge, and thoughtful contributions from others can help expand, refine, challenge, or strengthen our understanding of complex issues. Likewise, if you ever find yourself in need of someone to speak with, whether regarding the material presented here or for any other reason, please do not hesitate to reach out. While I cannot promise an immediate response, I will do my best to reply as soon as circumstances permit and to offer whatever guidance, perspective, or assistance I am able to provide. If You or someone You know is facing significant health challenges, including serious illnesses such as cancer, You are also welcome to reach out. While I do not claim to possess all the answers, I have spent the past 2 decades studying a broad range of subjects related to health, wellness, research, and human biology, and I will gladly share any information, resources, or avenues of investigation that may be worthy of further exploration. No one is meant to carry every burden alone, and there is often value in sharing knowledge, experiences, and perspectives in the sincere hope of helping one another move toward greater understanding, healing, and well-being.

Noah B. Price

20,426 Aufrufe • vor 2 Monaten