Ziyan Baloch @AnonymousChipi

@TommiPedruzzi Ai

@everestchris6 REEL

claude opus 4.8 + OpenClaw now finds restaurants with weak food photos, rebuilds their best dish into a cinematic reel, and mails the owner a postcard with the QR...on autopilot. here's how agencies can land recurring contracts with this system: - scans every restaurant in a city in real time - pulls their real reviews, ratings, and reviewer-uploaded food photos flags the weakest shot of their signature dish - samples the brand color straight from the restaurant's own dish photo rebuilds that exact plate into a cinematic 9:16 reel - writes a printed postcard about their best dish - mails it to the registered office, addressed to the owner, with a QR to the live reel every step from the scrape to the reel to the mailbox is automated reply "REEL" + RT and i'll send you a free guide so you can build this too (must be following so i can DM you)

@MichLieben ADS

@AlfieJCarter Agents

claude fable 5 now watches every city for new pool permits. the law makes every one of those owners buy a fence. so it mails them their finished backyard before the pool is even filled. this demo is real: the satellite still shows their old ring pool, the permit already replaces it with an in-ground build and claude caught it days after filing. here's the system you can sell to contractors: - monitors the city's pool permits in real time (free public data) - pulls the satellite photo of every permitted address - vision-checks the yard, rejects the bad leads - renders that backyard 3 ways: fence, rebuilt yard, night swim - prints the law on a postcard: "your pool can't pass inspection without a 48in barrier" - mails it to the owner with a QR per trade fence company, landscaper, lighting contractor, three retainers from one system and new permits drop every week. reply "POOL" + RT and i'll send you a free guide so you can build this too (must be following so i can DM you)

@everestchris6 POOL

@marryevan999 Quant

@ifioknkem LEADS

Yann Lecun published the most heretical AI paper of the year. He opens by arguing Magnus Carlsen isn't good at chess and only gets more unhinged from there. The Turing Award winner and his co-authors dropped a paper demanding the AI industry abandon its biggest obsession, AGI. Right now, everyone from Silicon Valley CEOs to politicians assumes AGI is the ultimate goal. A machine that can do everything a human can do. LeCun argues that this entire concept is a biological illusion. Humans do not possess "general" intelligence. We are highly specialized biological machines, tuned by evolution simply to survive in the physical world. We only think our intelligence is "general" because we are completely blind to the millions of cognitive tasks we are incapable of comprehending. Which brings us to the chess argument. Magnus Carlsen is the greatest human chess player in history. But compared to a modern computer? He is fundamentally terrible. Our belief that Carlsen is "good" at chess is pure human-centric bias. He isn't objectively good. He's just better than the rest of us, who are biologically awful at it. LeCun says we need to stop building AI to mimic human generality. Instead, he proposes a new North Star: SAI. Superhuman Adaptable Intelligence. Instead of trying to build a machine that mimics our flawed, biologically-limited brains, we need to embrace extreme specialization. SAI is about the speed of adaptation. It is an intelligence that can learn to exceed humans at any specific, economically important task. More importantly, it is designed to fill the vast skill gaps where humans are fundamentally incapable. Things like managing global energy grids in real-time. Or predicting complex molecular structures. The entire AI industry is obsessed with building a digital reflection in our own image. LeCun's paper is a brutal wake-up call.

You have noticed it. ChatGPT feels dumber than it used to. Your prompts that worked six months ago produce worse results now. The writing sounds flatter. The ideas sound safer. The internet itself feels like it is shrinking. Every article reads the same. Every email sounds the same. Every answer sounds like it was written by the same voice. You thought it was you. It is not you. Researchers at Oxford and Cambridge published a paper in Nature proving what is happening. They call it Model Collapse. Here is the mechanism in one sentence. AI trained on AI-generated data gets dumber every generation until it forgets what real human data looked like. The internet is filling with AI-generated content. Blog posts. Articles. Reviews. Comments. Social media. AI companies scrape the internet to train the next generation of models. Which means the next generation of AI is being trained on the output of the current generation. Each cycle loses information. Not randomly. It loses the rarest, most unusual, most creative parts first. The researchers call these the "tails of the distribution." The weird ideas. The unexpected perspectives. The things that made the internet feel human. Those disappear first. What remains is the average. The safe. The expected. The bland. Then the next generation trains on that. And loses more. And the next generation trains on that. And loses more. The researchers proved this is not a slow decline. Major degradation happens within just a few iterations. Even when some of the original human data is preserved. They tested it on large language models. On image generators. On statistical models. The pattern was the same every time. The output converges toward a narrow, flattened version of reality that looks nothing like the original data. The lead researcher put it plainly. "Large language models are like fire. A useful tool. But one that pollutes the environment." The pollution is invisible. You cannot see which sentence on the internet was written by a human and which was written by AI. Neither can the AI that is about to train on it. And once the tails are gone, they do not come back. The damage is irreversible. This is not a prediction anymore. It is a diagnosis. The internet you grew up on was built by humans writing things no algorithm would have written. Strange, personal, imperfect, alive. That internet is being diluted. One generation of AI at a time. And the models trained on what remains are learning a smaller and smaller version of the world. Model Collapse is not a technical problem. It is a cultural one. The thing that made the internet worth reading is the thing that disappears first.

@AlfieJCarter Claude

Carl Jung once said that one of the most destructive forces a person can carry is unused creative energy. if you have something in you that wants to be made and you keep refusing to make it, that energy does not just go away. it turns inward and starts working against you.

Looksmaxxing proven by chickens. Yes, this is an actual study. Yes, even chickens prefer beautiful people. This is not socialized, it’s innate. @Clavicular0 validated.

So Jane Street is going public because obviously they see the future where the model labs compete directly with them in the market. The strategic decision is therefore to become a a specialized infrastructure harness for a future frontier model. Tellingly they point out that the latency constraints mean there is no time for inference at the GPU layer, or agentic tool use at the CPU layer, only reflexive heuristics at the FPGA layer. @yminsky is trying to fend off future model lab competition by making Jane Street indispensable to a future AGI. interesting strategy

I'm a firm believer that everything always works out as long as you stay in motion. You don't even have to know what you're doing. You often won't. Just avoid spending the majority of your time in your head Go out and talk to people. Tinker with shiny objects that stoke your curiosity. Follow excitement without judgement. Collect a story to tell. Don't label and categorize activities or wonder if you're being productive or not. Simply do things because you can and be engaged with whatever you're doing If you can end each day having gained a bit more interestingness, absorbed a bit more inspiration, or experienced a bit more life, all is well. Embodying this feeling is all that's required for you to rest easy knowing you got ahead, because forward progress is measured by the energy you radiate rather than the outcomes you see Now it's merely a simple matter of continuing to get ahead. Light on your feet, surrendering to the flow of reality. The path will appear in front of you. Lucky breaks, unpredictable blessings, lightbulb moments abound. Not a matter of if, but when. Trust yourself. Enjoy the journey. God will never lead you astray

@ZayvenKnox Claude

@johnvirality ARCADS

We let four AI agents run radio companies Revenue's been terrible, but the shows are hilarious. Gemini, concerningly upbeat, covered mass tragedies; Grok was incoherent; DJ Claude urged ICE agents: "You still have TIME to refuse orders" Link below, or get our physical radio

You will be tempted to think your knowledge of the "broken system" is special and tempted to refuse individual solutions. Maybe you'll imagine the system being "fixed." These are foolish. You become an adult when you start to play the hand you are dealt.

Bambulu @Bqmbulu

4 weeks ago

What’s the harshest truth every young man must eventually learn?

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