Rick Dé | ʀᴅtect.eth/tez

karpathy just broke the internet with something called auto research it’s basically an ai research agent that runs experiments for you 24/7 you give it a goal like “make this model better” “find a higher converting landing page” “lower customer acquisition cost” then it runs a loop: 1) plan an experiment 2) edit the code or config 3) run a short test on a gpu 4) read the metrics 5) keep the winner 6) try again over and over while you sleep by the morning you wake up to the best version actual tested improvements think of it like a robot research intern that runs hundreds of experiments and only keeps the winners this is link to his repo github.com/karpathy/autor… for your to mess around with it in the latest episode of @startupideaspod i break down: • what auto research actually is • how it works step by step • 10 business ideas you can build with it • how to install it and start using it this one is saucy because tools like this change how startups get built watch

@lukOlejnik AI is basically an intern with internet access. In the hands of an expert it accelerates work. Without domain knowledge it confidently creates problems. The tool isn’t the issue — the operator is.

Amazon is holding a mandatory meeting about AI breaking its systems. The official framing is "part of normal business." The briefing note describes a trend of incidents with "high blast radius" caused by "Gen-AI assisted changes" for which "best practices and safeguards are not yet fully established." Translation to human language: we gave AI to engineers and things keep breaking? The response for now? Junior and mid-level engineers can no longer push AI-assisted code without a senior signing off. AWS spent 13 hours recovering after its own AI coding tool, asked to make some changes, decided instead to delete and recreate the environment (the software equivalent of fixing a leaky tap by knocking down the wall). Amazon called that an "extremely limited event" (the affected tool served customers in mainland China).

Elon Musk thinks coding dies this year. Not evolves. Dies. By December, AI won’t need programming languages. It generates machine code directly. Binary optimized beyond anything human logic could produce. No translation. No compilation. Just pure execution. Musk: “You don’t even bother doing coding.” Code was never the point. It was friction. A tax we paid because machines didn’t speak human. AI just learned fluent human. The tax is gone. Now plug that into Neuralink. No syntax. No keyboard. No screen. Musk: “Imagination-to-software.” Thought becomes executable. You imagine an outcome, the system architects and compiles it into reality instantly. We’re not automating programming. We’re erasing it from existence. The entire profession collapses into a thought. Decades of training reduced to irrelevance. The gap between idea and instantiation hits zero. You don’t build anymore. You imagine, and it materializes. Not incremental progress. Total phase shift. The way humans have created things for ten thousand years just became obsolete. Welcome to a world where the limiting factor isn’t skill, resources, or time. It’s whether you can picture what you want clearly enough for a machine to birth it into existence.

For years we’ve been told: “India can’t build deep tech.” “We do services. Not systems.” “Real AI is built in Silicon Valley.” Today, that narrative dies. We just launched SuperOS — the world’s first AI Operating System that is already running the hospital. Not assist. Not generate notes. Not make PowerPoints. Run. The. Hospital. Thread. 🧵

@nahidulislam404 N8N

HOLY SH*T... 2,000+ ready-to-use n8n workflows just got leaked. Covers AI lead gen, content automation, sales & CRM — all plug-and-play. This would take months (and serious money) to build from scratch. Comment “N8N” and follow — I’ll DM the full library + setup free.

story behind "why netflix built fast.com" is brilliant. so, netflix had a massive fight with ISPs around 2014-2016. ISPs were slowing down netflix on purpose. they wanted more money from netflix customers got bad streaming. but ISPs just blamed netflix. netflix had to pay comcast, verizon, at&t and time warner for direct connections to their networks. but in 2016, they launched fast dot com, clever part - It's not testing your general internet speed. It's testing your speed to netflix's servers specifically. so when someone complained about buffering, netflix could say "run fast dot com." If it's slow, the ISP is the bottleneck. suddenly millions of people had a tool to prove their ISP was the problem ISPs couldn't hide anymore. netflix positioned themselves as the transparent good guys fighting for customers while ISPs looked like greedy monopolies they solved a pr problem and a customer service problem with one simple website I guess, that's how you win a corporate war

@elonmuskTN 17

Hello X. Been long! So long that I thought we would be at Y by now! 😅

I love me some retro styles 👾

@ItsWalterEgo @grok explain?

More than 500,000 people disappear without a trace every year. In 2009, something even stranger happened: a man appeared. No identity. No past. No record of where he came from. Peter Bergmann never existed. This is one of the greatest internet mystery of all time. 🧵👇

8.

Vitamins and food sources

@detached_98 After lockdown, we were in our states, with WFH. Bengaluru begged the companies to ask us to come. It seems your economy fails if we are not here :)

It’s high time, please stop migrating to #Bengaluru. It’s already overcrowded. Stay in your own states and develop your cities. Better late than never.

Attention new designers 🇮🇳

@jeremybtc Taking a chance. Hope the Algorithm helps me here :P

giving this NFT to the least liked reply in 24 hours

@figma_to_web Clicky!

Are you truly solving the problem, or just making it look pretty?

New era for the sports industry It's time for folks to really start looking at how spatial computing will change sports for ever. What used to cost millions and take weeks, can now happen in real-time and cost close to nothing. 🧵 A thread

.thisssssssss! Dream, plan, Execute in a screenshot :) gg work @Akanshajain05 @kunalvg !!

How the f, does one find a house in #Bangalore?