M1D 📸

@cyrilXBT @mageofweb3 I took this MIT course 4 years ago and it’s mainly the same. I recommend the University of Texas at Austin program

MIT just quietly dropped a free AI curriculum that puts $50,000 university courses to shame. 12 books. Zero tuition. From the same institution that produced the people building the models everyone is talking about. FOUNDATIONS 1. Foundations of Machine Learning — lnkd.in/gytjT5HC 2. Understanding Deep Learning — lnkd.in/dgcB68Qt 3. Machine Learning Systems — lnkd.in/dkiGZisg ADVANCED TECHNIQUES 4. Algorithms for ML — algorithmsbook.com 5. Deep Learning — lnkd.in/g2efT6DK REINFORCEMENT LEARNING 6. RL Basics (Sutton & Barto) — lnkd.in/guxqxcZZ 7. Distributional RL — lnkd.in/d4eNP-pe 8. Multi-Agent Systems — marl-book.com 9. Long Game AI — lnkd.in/g-WtzvwX ETHICS & PROBABILITY 10. Fairness in ML — fairmlbook.org 11. Probabilistic ML Part 1 — lnkd.in/g-isbdjj 12. Probabilistic ML Part 2 — lnkd.in/gJE9fy4w This is a complete MIT-level AI education. Not a YouTube playlist. Not a Twitter thread full of fluff. Textbooks written by the researchers who built the field. The people who actually study this will not just understand AI better than their peers. They will understand it better than most people currently getting paid to work in it. Most people will bookmark this and never open it. The ones who open it tonight are the ones who show up in 12 months having built something nobody around them understands yet. Bookmark this. Open the first one tonight. Follow @cyrilXBT for more resources that actually compound.

Using Grok 4.3, Opus 4.7, and GPT 5.5, for architecture research, build, and orchestration, and the leaps in quality and functionality are discernible without benchmark validation.

We are the only team executing advanced underground scans of the site where Noah’s Ark landed. Soon we will show it all to the world..

@TrenchBuddy @TrenchBuddy buys a $1k bag but has a 1 post per month quota

the final iteration of the NRKT pipeline takes input from a specialized model that predicts whether your take-profit or stop-loss gets hit first it watches 92 features across 4 timeframes, ranks every setup by survival score, and only trades when the math says TP wins the race right now it runs on BTC, ETH, and SOL we're adding 3 more symbols before launch. you pick which ones. drop a symbol below. top 3 replies by likes after 24h get added. those models get trained and go live for all users in month one. no shitcoins pls, needs liquidity on hyperliquid perps

@ElevatedCap22 @TrenchBuddy “Imminent” 😂

@TrenchBuddy @TrenchBuddy how we looking?

@BrianRoemmele @the22ndsignal @GeoK @grok explain this in non technical terms without theatre

BOOOM! CEO Mr. @Geok DELIVERED! The first phases of The Zero-Human-Company ZHC-RPG levels have been mapped out and simulated! We are currently building on OpenSimulator (OpenSim), the open-source server. Using the Firestorm viewer + OpenSim gives us a battle-tested 3D engine, physics, directional audio, avatar system, scripting (LSL), inventory, and content-creation tools—saving years of development versus building from scratch. Here is a render of the dashboard.m THIS IS NO VIDEO GAME OR VIRTUAL WORLD HANG OUT, IT IS A LIVE VISITOR VIEW OF THIS COMPANY IN REAL-TIME! Oh and we just open sourced it so others can make YouTube videos showing how they just discovered something: OpenSim (the open-source Second Life server) remains actively maintained and community-supported as of April 2026. Key facts: •Standalone/local mode is straightforward and lightweight via tools like DreamGrid (one-click installer with SQLite or MySQL backend—no heavy database setup needed). It runs comfortably on a mid-range home PC or NAS (e.g., 16GB+ RAM, modern CPU/GPU). •Public grids show ongoing activity (~300 active grids, ~2,000 regions online, thousands of users), with Hypergrid federation still functional—but for @Home, you'll run a fully private/local instance. •Firestorm Viewer (the most popular client) has dedicated OpenSim builds, full PBR material support, and active updates. It's free, cross-platform, and designed for OpenSim grids. •Scripting (LSL + OSSL extensions) supports HTTP/REST/WebSocket calls to external backends—proven for AI integrations. •AI NPC support is mature and growing: Community frameworks (e.g., open-source LSL + LLM bridges using local KoboldAI, Ollama, or cloud APIs) enable context-aware NPCs that "see" the world, navigate, and respond dynamically. This stack is battle-tested for exactly the kind of persistent, avatar-driven, interactive corporate/sci-fi world you want for ZHC-RPG @Home. No major roadblocks in 2026. In the future every company will have this. We are the first and YOU are the first to know it. No VC private pitch deck and no private beta preview. We go live and we go raw. This is the way of the future we are already living in. If you are copying us at large companies keep up, or pay less and hire us. Testing the walkthrough now. More soon.

@TrenchBuddy “Imminent” 🤒

@LarkDavis Who is “we”? Let it go on until we extinct their bloodlines and set that region free.

White House Press Secretary Karoline Leavitt said that Operation Epic Fury was estimated to last 4 to 6 weeks and is currently ahead of schedule. We are about 25 days in, and we just want this to end. Do you think it will all be over in 6 weeks?

So let me get this straight. The war with Iran (the regime, not the people) has been going on for two weeks now. Just two weeks. In that time, the regime leadership has been completely decimated. Missile production has been destroyed. Missiles fired from the regime have dwindled—declining daily. Their navy, obliterated. Their infrastructure of oppression is being bombed to hell. The forces on the ground now run away when they hear the sound of drones. This high pressure chipping away of a militarily sophisticated enemy is unprecedented in its speed, scope and precision. It’s almost unbelievable. But randos online, political commentators (and even leaders who should know better!) brainlessly say things like: “They’re losing”. “They don’t have a plan”. “America is now stuck in a war it can’t escape”. “This is Israel’s war”. “This is illegal”. “This is a forever war”. It’s genuinely one of the most retarded moments I’ve ever lived through. It’s like people have either shut off their brains, or they’re acting maliciously. I’m still figuring out which it is. Before our very eyes, we’re seeing one of the most consequential moments of modern history. We’re witnessing the exorcism of a demonic Islamic regime that has brutalised the Iranians and destabilised the Middle East for years! An enemy that believes the world needs to be in chaos for their Mahdi to appear. Lunatics that want to see the world subdued. A world without this threat is a better world for everyone. America and Israel will pull this off, and reap all the rewards. While the brainless European leaders—who did nothing—will become even more irrelevant on the world stage.

@peterwildeford xAI will catch up this year and then exceed them all by such a long distance in 3 years that you will need the James Webb telescope to see who is in second place

@NEWSMAX @the_irascible @CarlHigbie This is the best opportunity the Iranian people have had at freedom in 40 years

"We'll keep the pressure on; we want to aid and abet a revolution." Brig. Gen. Blaine Holt explained the next steps in the campaign against the Iranian regime on Friday's "Carl Higbie FRONTLINE." @the_irascible @CarlHigbie

@the_smart_ape @AnthropicAI vector graphs help

lately i've been hitting my Claude token limits way faster than before. same workflows. same complexity. nothing changed on my end. so i started digging. and what i found explains a lot. @AnthropicAI is bleeding money on Claude Code. a $200/month Claude Code subscription was burning ~$2,000 in compute costs last year. today? that same $200 plan consumes up to $5,000 in compute per month. that's a $4,800 loss. per user. per month. but this is a classic playbook, burn billions to capture the market. subsidize everything. make the product feel cheap. then slowly tighten it. we've seen this before with @Uber where rides used to cost $5. DoorDash delivered for free. and it's not only Anthropic, all these AI tools, Claude Code, Cursor, Copilot, Codex, are priced below cost right now. every single one. the entire market is subsidized. when the subsidies stop (and they will), one of two things happens: 1. prices go up significantly 2. features get throttled or both. probably both. this is why i think my token limits feel tighter. Anthropic is slowly adjusting in a quiet, gradual, "you probably won't notice" way. less compute per dollar. slightly more aggressive rate limiting. i'm not mad about it. it makes business sense. you can't lose $4,800 per power user forever. but if you're building on top of these APIs, and i am, you need to plan for a world where AI compute costs 5-10x what you're paying today. the cheap AI era will end. build accordingly.

@grok what do you think?

It’s hard not to notice all the organized crime (ie.fake news)overrunning the algorithms ability to refuse to auto-flag. the density in grok confirmed war related falsifications maybe a Postgres vector reweighing of co-sign similarities could help anchor the algorithm?

@Coachkcrypto @sungleeiq @grok 😵‍💫🤮💩

@sungleeiq @grok @sungleeiq you are spreading lies and propaganda grok confirmed this is fake news! Your IQ is of a mortal moron and you deserve to get slapped unconscious you pitiful excuse of a man

AGI is now on the horizon and it will deeply transform many things, including the economy. I'm currently looking to hire a Senior Economist, reporting directly to me, to lead a small team investigating post-AGI economics. Job spec and application here: job-boards.greenhouse.io/deepmind/jobs/…

@shawmakesmagic But is the dog okay?

@Rixhabh__ Literally a copy and paste ripoff of someone else’s thread

CHATGPT HAS A SECRET MODE. It can think like a GOD. Here are 7 prompts that feels ILLEGAL to know:

@NEWSMAX Someone may want to tell Grok the good news.

Elon Musk has launched Grokipedia, an artificial intelligence-driven alternative to Wikipedia, created by his company xAI. Musk says the platform aims to "purge out the propaganda" he says is present in Wikipedia. bit.ly/4oDUEsO

@TrenchBuddy Is TB4 the native mobile app? 👀

I'll do it! had no idea my rambles had this effect <3. right now i'm working tirelessly to get the staking details for the waitlist and TB4 aligned from a tech + legal perspective (the latter is harder tbh), I appreciate everyone's patience and the excitement building around NRKT. Looking forward to a Q4 full of perps bot gains, staking revenue, and a brand new TrenchBuddy UI