timbidefi @timbidefi

The strongest argument against the AI 2027 narrative isn't coming from OpenAI. It's coming from the guy who studies economic growth for a living. "Computers got 100 million times better. Humans didn't." This lecture explains why AI may change everything much slower than most people expect.

Stanford just posted their full 2 hour LLM course for free. The same one that costs $60,000 to attend in person. How LLMs work, how they're trained, why scaling keeps improving them, and how ChatGPT hit 600M users. Taught by the professors who train the engineers at OpenAI and Anthropic.

Defileo🔮 @defileo

2 weeks ago

A girl from Anthropic just closed the "AI can't do real engineering" debate for good. Angela, head of product at Anthropic: "Last night, while we were all asleep, a product noticed it was broken and found the bug." "By the time the team woke up, the fix was already rolled out

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This guy let AI run hundreds of store tests while he slept and woke up to a 3.2% conversion jump. On a $100k store, that's $3,200 extra every single month. A protein bar brand posted boiled cod on social media and got 14,000% more engagement on X. You can now do it with an agent, while you sleep, at volume, without touching a single tool.

Defileo🔮 @defileo

2 weeks ago

How I feel after Claude Fable 5 runs my entire content pipeline and earns $14,000 while I sleep:

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How I feel after Claude Fable 5 runs my entire content pipeline and earns $14,000 while I sleep:

Real estate agents are DONE, this guy sold his house in 5 days using AI. He got 5 offers in 3 days, saved thousands on fees, no agents, no $500/hr lawyers. If AI can close a $500,000 deal in 5 days, designing your floor plan is nothing. @Maketplans lets you sketch any floor plan, lock in the rooms you know, and generates the rest around them without moving a thing. No architect, no back and forth, no waiting weeks for revisions.

Maket @Maketplans

3 weeks ago

Draw any floor plan shape. Add the rooms youʼre sure about. Maket completes the floor plan without moving them. Start with what you know. Generate the rest. 👇

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SAM ALTMAN JUST REVEALED OPENAI'S TOKEN LEADER DID 1,000,000X IN 6.5 YEARS key moments: 03:00 - model release from 15 months to 6 weeks 14:53 - codex coming into chatgpt 52:00 - bny ceo: we choose optimism 1:05:30 - sam altman: token leader did 1,000,000x in 6.5 years 6.5 years ago openai's top user did 100k tokens a month. now it's 100 billion. model releases used to take 15 months. now 6 weeks robin vince ceo of bny mellon the 241-year-old bank said: "we choose optimism. everyone in our company will shortly have an ai assistant. not everyone had a human assistant" bookmark this and watch the full event below

Noisy @noisyb0y1

3 weeks ago

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KIMI LAUNCHED 300 AI AGENTS TO PREDICT ALL 104 WORLD CUP MATCHES AND ALREADY FOUND WHAT THE MARKET MISSED thousands of nodes each executing their own function in parallel in real time one agent analyzes tactics, another injuries, another odds movements, another team psychology, another VAR risks - all at the same time and one agent found something no bookmaker accounted for - Germany is undervalued by 3.6% relative to their actual probability of winning not because they are favorites but because the market is still punishing them for 2018 and 2022 and hasn't noticed the team has already changed this is exactly the type of analysis a human physically cannot do alone - too many variables at once full breakdown of all 104 matches in the article below

Kimi.ai @Kimi_Moonshot

3 weeks ago

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In 6 months people will look back at this Sam Altman interview and wish they paid attention sooner. Data centers, OpenAI IPO, the future of AI. 5 moments that tell you exactly where this is all going.

Defileo🔮 @defileo

4 weeks ago

As AI develops at the speed of light, Sam Altman's simple explanation of the generational divide in AI usage is spot on. Students use AI as an operating system. Parents use AI as an advisor. The next generation of AI products for families won't stop at advice, but transform

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Claude Opus 4.8 dropped. Most people read the headline and moved on. This video read all 244 pages so you don't have to.

Defileo🔮 @defileo

4 weeks ago

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The only X growth course that actually works just dropped. Make your first $5,000 in the first month. me and @defileo packaged everything we learned going from 0 to 70,000+ followers into one system > growonx.org our students: - Sprytix hit 20M views, unlocked X monetization in 14 days and gained 3,450 followers - Raytar crossed 39M impressions in 2 weeks and hit 5,600 followers this is not cherry-picked - this is what happens when you follow the right system at the right time inside the right narrative fix your profile, ride the narrative before everyone finds it and close your first sponsorship deal before you even hit 2,000 followers no recycled threads, no theory - only what we actually do every single day if you are serious about X in 2026 this is the only thing you need

Defileo🔮 @defileo

4 weeks ago

The only X-growth course you need in your life just dropped. Me and @noisyb0y1 packaged everything we learned going from 0 to 70,000+ followers combined into one place. > growonx.org Fix your profile, find the trend, build the leverage system that gets you 15m+

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I gave up 103 minutes of scrolling for this. Not even close to a fair trade. Jensen Huang answering the questions nobody else will touch. TPU competition, China chip sales, why Nvidia won't become a hyperscaler. This is the most important conversation in tech right now.

Defileo🔮 @defileo

4 weeks ago

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Chris Pedregal built a $1.5B AI app in 3 years, in a market Google already owned. This podcast breaks down exactly how he did it. Growth strategy, AI workflow, product-market fit signals. 44 minutes, free, watch it today or bookmark and never comeback to it.

Defileo🔮 @defileo

4 weeks ago

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Y Combinator has funded $600 billion worth of companies. They just made their internal AI playbook free. Pete Koomen broke it all down: one unified database, 350 tools, self-improving skill loops, agents with unrestricted access. They didn't add AI as a feature. They made it the operating system the entire company runs on. Watch it for free. No membership and no $500K partner meeting. Just 46 minutes.

Noisy @noisyb0y1

a month ago

Oxford professor with 30 years in Al and 400+ research papers just gave the most honest 1-hour breakdown of how ChatGPT actually works Mike Wooldridge says it simply: Al doesn't think and doesn't understand anything. It just predicts which word comes next. GPT-3 was trained on

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UKRAINIAN DEVELOPER BUILT AN OBSIDIAN BRAIN THAT READS HIS NOTES, TRADES POLYMARKET AND REPLIES TO HIS WIFE ON TELEGRAM WHILE HE SLEEPS One vault, one CLAUDE.md and three systems running in parallel - Obsidian stores every thought, Hermes trades BTC 5-minute windows on Polymarket and a separate agent handles Telegram messages while he's in meetings. The agent only enters a trade when the Markov persistence threshold hits p ≥ 0.87, Kelly criterion sizes the position automatically and win rate holds at 63-72% without a single emotional decision. Every night Claude Opus reads the full trading journal, analyzes which states had the highest win rate and rewrites the strategy automatically - after 100 trades the agent is measurably smarter than it was at the start. Three bots on the same math already made $2,112,019 in one market segment and his entire system costs under $10 a month. His wife gets a reply on Telegram and doesn't know it's an agent.

Ricker @0xRicker

a month ago

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"It doesn't matter what you pick - what matters is how many hours you put in" - Andrej Karpathy that's from the co-founder of OpenAI and former head of AI at Tesla in a 5-minute clip that will change how you think about learning here's what he said that I can't stop thinking about: > 10,000 hours of deliberate work will make you an expert at anything - literally anything > only compare yourself to who you were a year ago - that's the only way to see real progress > all your mistakes are not wasted time, they're scar tissue that makes you stronger next time > ask yourself every week - what did I do last week? right now most people are paralyzed by the choice of which language to learn, which course to take, which tool to use while they're choosing - others are just working bookmark it today

Defileo🔮 @defileo

a month ago

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Ben Horowitz co-founded a16z with $300 million and turned it into $35 billion, he doesn't do fluff. 28 minutes, AI anxiety, big tech panic, why patient founders win. Worth every minute. Someone replaced their dev team with Kimi K2.6. $80k/month. Solo. It's already here.

Noisy @noisyb0y1

a month ago

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Most UGC creators are doing it wrong and the ones making $17,000 a month know exactly why. She looks like a regular lifestyle creator. Morning routine. Skincare. Soft lighting. Nothing you haven't seen before. She's running a business. One shoot. Three platforms. TikTok gets the raw authentic cut. Instagram gets the polished version. YouTube Shorts gets the extended breakdown. Same 40 minutes of filming. Three audiences. Three revenue streams. Brand deals on TikTok, UGC licensing fees on the side, affiliate commissions running in the background 24 hours a day. She stopped pricing per video the day she figured this out. Now she prices per system. Brands don't buy a video from her. They buy placement inside a machine that's already running. $17,000 last month. One ring light. One phone. Three tabs open. The girls begging for brand deals in the comments are one mindset shift away from this. The gap isn't talent. It isn't followers. It's knowing that one piece of content should never pay you just once.

timbidefi @timbidefi

a month ago

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Guy figured out how to make $40,000 a month with Claude while everybody else is still typing prompts manually. The secret is embarrassingly simple, one command: /goal You type what you want to achieve. Claude Code takes over. No back and forth. No babysitting. No "now do this, now do that." You set the destination and walk away. For two years this guy was the bottleneck in every single session. Type a prompt, wait, review, type the next one. Repeat 40 times. He was working for the AI instead of the other way around. /goal flipped it. Now Claude runs the whole session autonomously. He comes back when it's done. $40k a month. One command. Zero micromanaging. The people still prompting line by line are going to feel this one.

Defileo🔮 @defileo

a month ago

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He typed /goal once, Claude Code worked for 3 hours without another prompt, that's the whole story. No hand holding, no "now do this", no babysitting a model through every single step. Just 5 characters, a direction and Claude figuring out every task, every file, every decision needed to get there autonomously. Most developers spend 3 hours and 47 prompts getting Claude to build what /goal ships in one session without being touched once. $20/$200 Claude pro subscription, 1 command, 0 follow up prompts, 3 hours of autonomous work delivered. The difference between using Claude and deploying Claude is 5 characters. Type /goal -> walk away -> come back to a finished product. Here's a full breakdown on how to use it properly ⬇️

Defileo🔮 @defileo

a month ago

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