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how to make complex wavetables with 3 simples tools only: - notches - comb filters - fm from sines constraint = creativity type deal blablabla but phase plant wt editor is actually goated! probably the most versatile for both wt importing and raw creation!

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11,081 views • 2 months ago •via X (Twitter)

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Trump seems ready to move on from his war on Iran. Problem is that he wants to exit as the absolute winner and make a deal without making concessions. But Iranians are not going to surrender, no matter how much he increases the pressure. Peace is only possible with concessions from both side. ▶️ Drop Site

Trump seems ready to move on from his war on Iran. Problem is that he wants to exit as the absolute winner and make a deal without making concessions. But Iranians are not going to surrender, no matter how much he increases the pressure. Peace is only possible with concessions from both side. ▶️ Drop Site

Negar Mortazavi نگار مرتضوی

16,473 views • 1 month ago

FOURTH DESTINY CLINIC #DestinyClinicxFourth For #TicketToHeaven 4️⃣: at first I thought it wouldn’t be very difficult but after reading the script from p’aof, I felt that the character is actually very complex in both emotionally and in how those emotions are expressed. I want to portray the character with depth and make it interesting 4️⃣: it’s really difficult. after the workshop, I actually felt even more stressed than before (🥹😭)

FOURTH DESTINY CLINIC #DestinyClinicxFourth For #TicketToHeaven 4️⃣: at first I thought it wouldn’t be very difficult but after reading the script from p’aof, I felt that the character is actually very complex in both emotionally and in how those emotions are expressed. I want to portray the character with depth and make it interesting 4️⃣: it’s really difficult. after the workshop, I actually felt even more stressed than before (🥹😭)

𝗚𝗲𝗺 𝗙𝗼𝗿 𝗠𝘆 𝗙𝗼𝘂𝗿𝘁𝗵🌻

21,012 views • 4 months ago

How will AI reshape our creativity and the world around us? Earlier this year, we opened Season 3 with billΞ.eth from Ethereum for a conversation about what happens when the distance between imagination and execution starts to collapse. Billy spoke about a future where ideas can move from thought to form almost instantly, where creativity becomes less limited by tools, technical skill, or production bottlenecks, and more defined by taste, intention, and the ability to see clearly. In this clip, he reflects on how AI may change not only what we create, but how quickly the world around us can be redesigned once more people are able to turn ideas into reality at the speed of thought.

How will AI reshape our creativity and the world around us? Earlier this year, we opened Season 3 with billΞ.eth from Ethereum for a conversation about what happens when the distance between imagination and execution starts to collapse. Billy spoke about a future where ideas can move from thought to form almost instantly, where creativity becomes less limited by tools, technical skill, or production bottlenecks, and more defined by taste, intention, and the ability to see clearly. In this clip, he reflects on how AI may change not only what we create, but how quickly the world around us can be redesigned once more people are able to turn ideas into reality at the speed of thought.

RehashedDAO

65,044 views • 1 month ago

if i could only use 100 prompts for the rest of my life... i'd use this complete business-building collection featuring: - content creation for Tiktok, Insta, Youtube, X, Linkedin... - outreach sequences that actually get responses - automation prompts for zapier/n8n/make - design prompts for branding & ads a single copy-paste pack with everything you need to go from $0 to $10k per month i spent hours putting this all together and probably shouldn't give it away for free but f*ck it, reply "PROMPTS" + like + follow me and i'll DM you the pack (only for 24 hours, then it's gone forever...)

if i could only use 100 prompts for the rest of my life... i'd use this complete business-building collection featuring: - content creation for Tiktok, Insta, Youtube, X, Linkedin... - outreach sequences that actually get responses - automation prompts for zapier/n8n/make - design prompts for branding & ads a single copy-paste pack with everything you need to go from $0 to $10k per month i spent hours putting this all together and probably shouldn't give it away for free but f*ck it, reply "PROMPTS" + like + follow me and i'll DM you the pack (only for 24 hours, then it's gone forever...)

Machina

63,029 views • 1 year ago

Most AI tools today are just command-takers. You type, it responds. You click, it executes. There's truly no learning, no memory, no adaptation. You're still doing most of the work. Which is why Miles by Avo on Solana would make so much sense if built well. From what I understand so far, miles learns about you over time, adapts to how you operate, and figures out the tools you struggle to navigate on your own. Less clicking, more conversation, the more you use it, the better it gets at working with you, not just for you. That shift from command-follower to learning companion is bigger than it sounds. It's the difference between a tool and an agent that actually knows you. The second one is Agent Grid and this one is for builders and power users. But as I mentioned in this video, I'm still studying the Agent Grid. I'd come talk about it once I learn properly about it. Souren just keeps shipping!

Most AI tools today are just command-takers. You type, it responds. You click, it executes. There's truly no learning, no memory, no adaptation. You're still doing most of the work. Which is why Miles by Avo on Solana would make so much sense if built well. From what I understand so far, miles learns about you over time, adapts to how you operate, and figures out the tools you struggle to navigate on your own. Less clicking, more conversation, the more you use it, the better it gets at working with you, not just for you. That shift from command-follower to learning companion is bigger than it sounds. It's the difference between a tool and an agent that actually knows you. The second one is Agent Grid and this one is for builders and power users. But as I mentioned in this video, I'm still studying the Agent Grid. I'd come talk about it once I learn properly about it. Souren just keeps shipping!

Sir Khaycee

20,419 views • 3 months ago

Sam Altman on what you need to do to survive in the age of artificial intelligence. "You are about to enter the greatest golden age of human possibility..." To thrive in that world, the skills that matter most are: - Deep familiarity with the tools - Staying abreast of changes - Developing a great intuition for AI tools, where things are going, and how to make use of it - Resilience and the ability to learn things fast and evolve yourself with technology I know most of this stuff is a pretty big no-brainer for anyone paying attention, but here's the takeaway: AI upskilling and keeping up with AI are possibly the most important skills in the world right now. And the most fascinating part is that new AI developments and tools come out so fast that everyone is constantly learning. I'd be willing to bet that if you're a complete beginner but spend 3 months of dedicated learning, you'd be fully caught up to power users. In other words: Spend 3 months learning → work 2-4x faster and future-proof yourself. There's so much opportunity for anyone who just starts now.

Sam Altman on what you need to do to survive in the age of artificial intelligence. "You are about to enter the greatest golden age of human possibility..." To thrive in that world, the skills that matter most are: - Deep familiarity with the tools - Staying abreast of changes - Developing a great intuition for AI tools, where things are going, and how to make use of it - Resilience and the ability to learn things fast and evolve yourself with technology I know most of this stuff is a pretty big no-brainer for anyone paying attention, but here's the takeaway: AI upskilling and keeping up with AI are possibly the most important skills in the world right now. And the most fascinating part is that new AI developments and tools come out so fast that everyone is constantly learning. I'd be willing to bet that if you're a complete beginner but spend 3 months of dedicated learning, you'd be fully caught up to power users. In other words: Spend 3 months learning → work 2-4x faster and future-proof yourself. There's so much opportunity for anyone who just starts now.

Rowan Cheung

854,262 views • 2 years ago

Amos Hochstein—Biden’s top energy and national security advisor, who helped arm and fund Israel’s genocide—shares how he thinks the “war” should end. He says: “The deal in Gaza—we actually had a deal in Gaza. At the end of the Biden administration, we got hostages out, prisoners released, and the Phase 2 was agreed to by the government of Israel and by Hamas and the Palestinians. And that was on day 14 of a 42-day ceasefire you start negotiating Phase 2. But basically the parameters of Phase 2 were decided in advance. All hostages—alive and deceased—come back, a certain amount of prisoners are released, and Israel withdraws from most of Gaza. And they deal with the day after. That did not get implemented. Israel never went back to that negotiating table. Gaza has to end. And for Israelis who think, “Oh, Gaza’s off the headlines”—in Israel—it is not off the headlines around the world. And it is still, I think, a major risk for Israel.” Source: Unholy Podcast

Amos Hochstein—Biden’s top energy and national security advisor, who helped arm and fund Israel’s genocide—shares how he thinks the “war” should end. He says: “The deal in Gaza—we actually had a deal in Gaza. At the end of the Biden administration, we got hostages out, prisoners released, and the Phase 2 was agreed to by the government of Israel and by Hamas and the Palestinians. And that was on day 14 of a 42-day ceasefire you start negotiating Phase 2. But basically the parameters of Phase 2 were decided in advance. All hostages—alive and deceased—come back, a certain amount of prisoners are released, and Israel withdraws from most of Gaza. And they deal with the day after. That did not get implemented. Israel never went back to that negotiating table. Gaza has to end. And for Israelis who think, “Oh, Gaza’s off the headlines”—in Israel—it is not off the headlines around the world. And it is still, I think, a major risk for Israel.” Source: Unholy Podcast

Drop Site

13,184 views • 1 year ago

🚨 TJ MAXX IS SELLING FAKE “DEALS” - AND MOST SHOPPERS FALL FOR IT A shopper explains the hidden number on price tags most people never notice - and it exposes when you’re getting ripped off versus when you’re actually getting a deal. Ends in “1”? Made only for TJ Maxx / Marshalls / HomeGoods. Cheaper materials. Lower quality. Designed to look discounted. Ends in “2”? Real overstock from legit retailers. Same product. Real deal. He shows how major brands now make store-only versions for off-price chains - while the real items sit right next to them on the same shelf. Same brand. Same aisle. Two completely different products. How long do you think this has been happening without you noticing?

HustleBitch

2,217,978 views • 6 months ago

The shift from Copilot to Autopilot is happening now. This is the Agentic Frontier, and while 82% of leaders are investing in it, most are not ready. Why? Because they're stuck in Phase 1 (AI Assistants) while the winners are already building for Phase 3 (Human-Led, Agent-Operated) operations. The gap between pilot and production is where most AI initiatives die. It's not a tech problem. It's a culture, governance, and data problem. But it's possible to cross this chasm. Enjoyed attending Microsoft Ignite with the EY team this past week. I learn about their "Client Zero" journey, 400,000+ people were enabled with operational AI tools. How? They didn't just deploy AI—they became AI-first. Here's the 3-step action plan to cross the frontier: 1️⃣ Mindset Shift: From prompting AI → delegating outcomes to AI. 2️⃣ Laser Focus: Target one painful, high-volume, low-creativity process to prove ROI and build momentum. 3️⃣ Build the Foundation: Create an AI-ready data estate and robust governance. You can't build a skyscraper on a swamp. Start small. Scale fast. I learn one think during my San Francisco visit. It is no longer the question of whether autonomous agents will reshape your industry, but when—and whether you'll lead or follow. Learn how >

The shift from Copilot to Autopilot is happening now. This is the Agentic Frontier, and while 82% of leaders are investing in it, most are not ready. Why? Because they're stuck in Phase 1 (AI Assistants) while the winners are already building for Phase 3 (Human-Led, Agent-Operated) operations. The gap between pilot and production is where most AI initiatives die. It's not a tech problem. It's a culture, governance, and data problem. But it's possible to cross this chasm. Enjoyed attending Microsoft Ignite with the EY team this past week. I learn about their "Client Zero" journey, 400,000+ people were enabled with operational AI tools. How? They didn't just deploy AI—they became AI-first. Here's the 3-step action plan to cross the frontier: 1️⃣ Mindset Shift: From prompting AI → delegating outcomes to AI. 2️⃣ Laser Focus: Target one painful, high-volume, low-creativity process to prove ROI and build momentum. 3️⃣ Build the Foundation: Create an AI-ready data estate and robust governance. You can't build a skyscraper on a swamp. Start small. Scale fast. I learn one think during my San Francisco visit. It is no longer the question of whether autonomous agents will reshape your industry, but when—and whether you'll lead or follow. Learn how >

Sabine VanderLinden

236,535 views • 7 months ago

"Both are tools that can accomplish the same task but one is smaller and easier for anyone to own and both require a human’s creative touch to truly shine." -- This is how I feel about Suno. My whole job is working with creators & musicians, and I get to watch how they use this tool to make their own music and ideas shine. I get to see people release new EPs and albums using Suno. People are cutting up stems in Suno, using their own productions & voice notes and getting to have full creative control, but Suno makes it easier, more affordable for them to make the music they love -- as the iPhone did. Suno Studio was built as a complement for DAWs and a way to solve pain points we've heard from musicians over and over again -- how do I get clean stems, how do I edit specific stems, how do I extract stems back to my DAW? Musicians are spending hours and hours still making songs that they feel proud of on Suno. I don't know that you can discount the creativity involved in their process without watching them at work.

"Both are tools that can accomplish the same task but one is smaller and easier for anyone to own and both require a human’s creative touch to truly shine." -- This is how I feel about Suno. My whole job is working with creators & musicians, and I get to watch how they use this tool to make their own music and ideas shine. I get to see people release new EPs and albums using Suno. People are cutting up stems in Suno, using their own productions & voice notes and getting to have full creative control, but Suno makes it easier, more affordable for them to make the music they love -- as the iPhone did. Suno Studio was built as a complement for DAWs and a way to solve pain points we've heard from musicians over and over again -- how do I get clean stems, how do I edit specific stems, how do I extract stems back to my DAW? Musicians are spending hours and hours still making songs that they feel proud of on Suno. I don't know that you can discount the creativity involved in their process without watching them at work.

eat soup

129,494 views • 7 months ago

Kenya is set to pay KSh 3.9 billion to CAF to host AFCON 2027. Hosting a major sporting event like AFCON is a dream for most countries, but my only concern is whether it actually makes financial sense. How much money will we really make from hosting it? More than 3.9 billion? I seriously doubt it. Even big football nations like Brazil still suffer economically years after hosting major events. They spent heavily on new stadiums and infrastructure for the 2014 World Cup, only for most of them to be abandoned afterwards. Qatar still has several top-class stadiums sitting unused after the 2022 World Cup. I have no problem with Kenya hosting AFCON , my only question is: does it make any financial sense?

Kenya is set to pay KSh 3.9 billion to CAF to host AFCON 2027. Hosting a major sporting event like AFCON is a dream for most countries, but my only concern is whether it actually makes financial sense. How much money will we really make from hosting it? More than 3.9 billion? I seriously doubt it. Even big football nations like Brazil still suffer economically years after hosting major events. They spent heavily on new stadiums and infrastructure for the 2014 World Cup, only for most of them to be abandoned afterwards. Qatar still has several top-class stadiums sitting unused after the 2022 World Cup. I have no problem with Kenya hosting AFCON , my only question is: does it make any financial sense?

Manoti

17,342 views • 3 months ago

Black culture is globally acknowledged, appreciated and celebrated for genius levels of creativity and inventiveness. In the coming years, A.I. will super-charge that capacity. As black artists, entrepreneurs and creators embrace the most powerful creative tools ever, watch out! Of course, we are all rightfully worried about A.I.'s impact on jobs and the environment. And we need policies to address both -- pronto. But in the long term, I would never bet against the ability of black folks to make a way out of "no way" -- especially with A.I.-powered jet packs on our backs!

Black culture is globally acknowledged, appreciated and celebrated for genius levels of creativity and inventiveness. In the coming years, A.I. will super-charge that capacity. As black artists, entrepreneurs and creators embrace the most powerful creative tools ever, watch out! Of course, we are all rightfully worried about A.I.'s impact on jobs and the environment. And we need policies to address both -- pronto. But in the long term, I would never bet against the ability of black folks to make a way out of "no way" -- especially with A.I.-powered jet packs on our backs!

Van Jones

50,697 views • 10 months ago

I've read a hundred "make money with AI" posts. Most are hype. This one is different. The idea: build a bunch of boring little tools. PDF converters, GST calculators, JSON formatters, word counters. Each one ranks for a keyword. Each visitor sees an ad. Do that 1,000 times and you're at $10K/month. No audience. No content grind. No selling. Just tools that quietly rank and compound for years. The best part is it's actually achievable. AI builds the tools now. The only real work is SEO and getting AdSense set up right. That's exactly what I'm going to do next. Building the tools, ranking them, attaching AdSense. If you haven't read this one yet, go read it. And if you're not sure how to set up AdSense, I attached a video below.

I've read a hundred "make money with AI" posts. Most are hype. This one is different. The idea: build a bunch of boring little tools. PDF converters, GST calculators, JSON formatters, word counters. Each one ranks for a keyword. Each visitor sees an ad. Do that 1,000 times and you're at $10K/month. No audience. No content grind. No selling. Just tools that quietly rank and compound for years. The best part is it's actually achievable. AI builds the tools now. The only real work is SEO and getting AdSense set up right. That's exactly what I'm going to do next. Building the tools, ranking them, attaching AdSense. If you haven't read this one yet, go read it. And if you're not sure how to set up AdSense, I attached a video below.

Ziwen

154,118 views • 1 month ago

Jay-Z reflects on his relationship with J. Cole and how proud he’s been of him from the very beginning: I was giving him a chance to take his talent and show it to the most people possible, but his way. I didn’t say, “Here’s this record from Stargate and you putting it out.” Like I forced Bleek to make “Memphis Bleek Is…” Bleek is my little brother, he has to listen to me. But for J. Cole, he has to find his own direction and I’m going to give him the tools. Stargate made humongous records with Rihanna, Wiz Khalifa “Black and Yellow.” Biggest songs in the world. You don’t want to go sit with them? Fine, I don’t have any negative feelings for him. I’m actually super proud of him and what he’s done.”

Jay-Z reflects on his relationship with J. Cole and how proud he’s been of him from the very beginning: I was giving him a chance to take his talent and show it to the most people possible, but his way. I didn’t say, “Here’s this record from Stargate and you putting it out.” Like I forced Bleek to make “Memphis Bleek Is…” Bleek is my little brother, he has to listen to me. But for J. Cole, he has to find his own direction and I’m going to give him the tools. Stargate made humongous records with Rihanna, Wiz Khalifa “Black and Yellow.” Biggest songs in the world. You don’t want to go sit with them? Fine, I don’t have any negative feelings for him. I’m actually super proud of him and what he’s done.”

Ahmed/The Ears/IG: BigBizTheGod 🇸🇴

208,081 views • 3 months ago

Putin confirmed he will NOT be headed to negotiations with Zelensky in Istanbul on Thursday, but will send delegation led by Vladimir Medinsky. Rubio will be in attendance as well. My guess is, that Trump and Putin’s teams will feel out the situation to see if Zelensky is serious about making a deal to end this war, and if so, Trump and Putin could potentially arrive Friday to finalize the peace deal. That would make the most sense, based on Trump’s comments from AF1 earlier about being willing to go to Istanbul, being booked at UAE on Thursday, and about Marco looking into the situation. Trump is willing to go to Istanbul, only if the deal is for sure going to get done, and it appears Putin feels the same way. Everything hinges on how talks go with Zelensky tomorrow.

Putin confirmed he will NOT be headed to negotiations with Zelensky in Istanbul on Thursday, but will send delegation led by Vladimir Medinsky. Rubio will be in attendance as well. My guess is, that Trump and Putin’s teams will feel out the situation to see if Zelensky is serious about making a deal to end this war, and if so, Trump and Putin could potentially arrive Friday to finalize the peace deal. That would make the most sense, based on Trump’s comments from AF1 earlier about being willing to go to Istanbul, being booked at UAE on Thursday, and about Marco looking into the situation. Trump is willing to go to Istanbul, only if the deal is for sure going to get done, and it appears Putin feels the same way. Everything hinges on how talks go with Zelensky tomorrow.

Clandestine

167,856 views • 1 year ago

🚨 This scenario has repeated itself for 3 cycles in a row It shows up BEFORE EVERY major manipulation That's why I'm still bearish on Bitcoin You need to remember that there are 3 phases: - Distribution - Manipulation - Accumulation Right now we're in the MANIPULATION phase Distribution is already over But accumulation hasn't even started yet And I don't understand why most people don't see it - it's the same thing every cycle, just look at the chart, study Wyckoff, and it'll all make sense 2018 → 2022 → 2026 I also don't get the people waiting for $30k, think about it yourself - is it possible? Absolutely But what are the chances it actually happens? Pretty low This is exactly how smart money shakes out the last weak hands and turns you into exit liquidity So sure, you can buy here, but only through DCA, don't assume the bottom is in, you should have buy targets set for every major dip I've said this before, and the cycle is still playing out exactly according to plan In 2-3 weeks we'll see who's actually right Turn on notifications and drop your thoughts below The next phase is gonna be very important

🚨 This scenario has repeated itself for 3 cycles in a row It shows up BEFORE EVERY major manipulation That's why I'm still bearish on Bitcoin You need to remember that there are 3 phases: - Distribution - Manipulation - Accumulation Right now we're in the MANIPULATION phase Distribution is already over But accumulation hasn't even started yet And I don't understand why most people don't see it - it's the same thing every cycle, just look at the chart, study Wyckoff, and it'll all make sense 2018 → 2022 → 2026 I also don't get the people waiting for $30k, think about it yourself - is it possible? Absolutely But what are the chances it actually happens? Pretty low This is exactly how smart money shakes out the last weak hands and turns you into exit liquidity So sure, you can buy here, but only through DCA, don't assume the bottom is in, you should have buy targets set for every major dip I've said this before, and the cycle is still playing out exactly according to plan In 2-3 weeks we'll see who's actually right Turn on notifications and drop your thoughts below The next phase is gonna be very important

Leni

205,152 views • 1 month ago

Insurance is the biggest aspect of personal finance that the vast majority of Indians struggle with. One big reason is a lack of awareness about insurance, rampant misselling complexity, spam, etc. Health insurance and life insurance (term insurance) are the only two products most people need. But the products that are sold the most are ULIPs and other traditional products that promise both insurance and investments but offer the worst of both worlds, not to mention the ridiculous commissions. To make insurance simple for you, we recently hosted an AMA with Shrehith Karkera, co-founder of Ditto Insurance. As he beautifully put it: "Buying life insurance is the kindest gesture you can offer to your dependents and family because when you ask most people what's the most important thing in life, they say family yet most of them won't have term insurance. " "Insurance helps you deal with black swan events—things you don't see coming." The AMA has answers to even the most basic questions, like: Will smokers get insurance?, is corporate insurance sufficient?, and more. Check the link in the comments.

Insurance is the biggest aspect of personal finance that the vast majority of Indians struggle with. One big reason is a lack of awareness about insurance, rampant misselling complexity, spam, etc. Health insurance and life insurance (term insurance) are the only two products most people need. But the products that are sold the most are ULIPs and other traditional products that promise both insurance and investments but offer the worst of both worlds, not to mention the ridiculous commissions. To make insurance simple for you, we recently hosted an AMA with Shrehith Karkera, co-founder of Ditto Insurance. As he beautifully put it: "Buying life insurance is the kindest gesture you can offer to your dependents and family because when you ask most people what's the most important thing in life, they say family yet most of them won't have term insurance. " "Insurance helps you deal with black swan events—things you don't see coming." The AMA has answers to even the most basic questions, like: Will smokers get insurance?, is corporate insurance sufficient?, and more. Check the link in the comments.

Nithin Kamath

167,536 views • 2 years ago

🇮🇱🇱🇧 The ceasefire that just started between Israel and Lebanon, today, is a preamble to a historic peace agreement that will not only cut the oxygen to Iran, and rescue the Lebanese people from the Iranian occupation, but also, and most importantly, will reset the train of Middle East peace back on its track after Hamas-led October 7 attacks aimed to destroy it. 📺 Watch my full analysis of the deal and how to make it effectively work despite Iran's and Hamas' noses, on i24NEWS English with Emily Frances while we are waiting for the historic ceasefire to start:

🇮🇱🇱🇧 The ceasefire that just started between Israel and Lebanon, today, is a preamble to a historic peace agreement that will not only cut the oxygen to Iran, and rescue the Lebanese people from the Iranian occupation, but also, and most importantly, will reset the train of Middle East peace back on its track after Hamas-led October 7 attacks aimed to destroy it. 📺 Watch my full analysis of the deal and how to make it effectively work despite Iran's and Hamas' noses, on i24NEWS English with Emily Frances while we are waiting for the historic ceasefire to start:

Dalia Ziada - داليا زيادة

12,907 views • 3 months ago

What am I actually building with Leon AI? Many of you joined the $LEON community recently, but I've been building the foundation since 2017. My goal is simple but ambitious: to build the ultimate open-source personal assistant. Usable by hardcore devs and non-tech users. Private. Local. Autonomous or scripted if you want more reliability and faster execution, your choice. Here is the 3-phase roadmap I'm executing now: 1. The Atomic Architecture I moved away from monolithic scripts. - The flow: Skills > Actions > Tools > Functions (> Binaries). - Real-world example: a "Video Translator" skill isn't just a script. Leon orchestrates atomic components (voice isolation -> zero-shot voice cloning -> ONNX runtime and more) to execute complex workflows dynamically. 2. Self-Evolution (Leon Codes Leon) This is my current focus. This is the game changer. I'm building a meta-skill that allows Leon to write his own code following the granular structure I developed. - If you ask for a skill that doesn't exist, Leon will find the tools, write the code, and inject it into his own memory for next time. 3. True Autonomy (Local Agents) Moving from scripts to ReAct (Reason + Act) logic. - Leon won't just follow commands, he will reason. - He will autonomously pick tools from his toolkit (e.g., FFmpeg) to solve problems. - Optimization: heavy focus on **Local LLMs**. I am implementing context filters to prevent hallucinations and run fast on consumer hardware (no cloud required).

What am I actually building with Leon AI? Many of you joined the $LEON community recently, but I've been building the foundation since 2017. My goal is simple but ambitious: to build the ultimate open-source personal assistant. Usable by hardcore devs and non-tech users. Private. Local. Autonomous or scripted if you want more reliability and faster execution, your choice. Here is the 3-phase roadmap I'm executing now: 1. The Atomic Architecture I moved away from monolithic scripts. - The flow: Skills > Actions > Tools > Functions (> Binaries). - Real-world example: a "Video Translator" skill isn't just a script. Leon orchestrates atomic components (voice isolation -> zero-shot voice cloning -> ONNX runtime and more) to execute complex workflows dynamically. 2. Self-Evolution (Leon Codes Leon) This is my current focus. This is the game changer. I'm building a meta-skill that allows Leon to write his own code following the granular structure I developed. - If you ask for a skill that doesn't exist, Leon will find the tools, write the code, and inject it into his own memory for next time. 3. True Autonomy (Local Agents) Moving from scripts to ReAct (Reason + Act) logic. - Leon won't just follow commands, he will reason. - He will autonomously pick tools from his toolkit (e.g., FFmpeg) to solve problems. - Optimization: heavy focus on Local LLMs. I am implementing context filters to prevent hallucinations and run fast on consumer hardware (no cloud required).

Louis Grenard

21,058 views • 6 months ago

One of the best swaps I’ve ever made for my health was switching from almond/soy/oat milk to raw whole dairy. Store bought plant milks are often filled with seed oils, gums, lined in plastic, derived from old nuts in a very different light environment & packed and produced even further away. The fact that it was sold to us as low calorie, ethical or a health food is comical. My health improved faster with raw dairy than any other paths I’ve taken in the wellness space. The only thing better than the raw milk is raw kefir. The vibration of the milk matters. How the cows are treated, their diet, the cows direct relationship to the farmer, hygiene routine, the intention while being milked, whether their babies are on the milk share or not all impact the final product. Raw dairy is amazing as is, but it’s a different game when the process is small scale and extremely intentional.

One of the best swaps I’ve ever made for my health was switching from almond/soy/oat milk to raw whole dairy. Store bought plant milks are often filled with seed oils, gums, lined in plastic, derived from old nuts in a very different light environment & packed and produced even further away. The fact that it was sold to us as low calorie, ethical or a health food is comical. My health improved faster with raw dairy than any other paths I’ve taken in the wellness space. The only thing better than the raw milk is raw kefir. The vibration of the milk matters. How the cows are treated, their diet, the cows direct relationship to the farmer, hygiene routine, the intention while being milked, whether their babies are on the milk share or not all impact the final product. Raw dairy is amazing as is, but it’s a different game when the process is small scale and extremely intentional.

Shannen Michaela

12,798 views • 2 months ago