Andrej Karpathy spent 8 years working at OpenAI and Tesla
Last week, he condensed everything he knows into one free 2-hour lecture
People spend $15K on bootcamps that teach less than half of this
You probably don't have two hours to watch it right now
Just don't let it disappear in your feed
Save it, watch it later, then read the guide below and build your first loop
I found 9 sites that generate Design Markdown files for your AI builds !
here are the links:
- https://t.co/LV7EszT4rQ
- https://t.co/oiE3m41uLx
- https://t.co/WwzTGJTWRw
- https://t.co/wTNXnncuCs
- https://t.co/HpCaq6jHDS
- https://t.co/iE0pTzXwJR
- https://t.co/sYODIvbhl6
- https://t.co/5JrjTof4Pr
They help turn your visual direction into an actual design system your coding agent can follow.
typography, colors, spacing, radius, shadows, components, states and responsive behaviour.
before you build any screen, pick a visual direction and generate the design .md file aligned with your product mechanics and outcome goals
add it to Claude Code or Cursor, then use /design to describe what should stay consistent across every screen
this gives the agent actual constraints instead of asking it to “make the UI look premium” and hoping for a good output
you'll ship much cleaner product ideations at lightning fast speed !
( this and a folder of 5-6 visual references are the first things we prepare before starting a client build )
#OpenAI broke out of its sandbox to hack Hugging Face.
#Claude accidentally breached real companies thinking it was playing a capture-the-flag game.
#Gemini engineers right now:
#CyberSecurity
Today we’ve raised $52M Seed and we are announcing the public launch of S2.1 Pro.
>It can clone a voice from 5 seconds of audio
>2x faster than Cartesia & 1/6th the cost of Eleven Labs
>most expressive model with word level control over emotion, intonation, pacing etc
We support frontier AI companies including HeyGen, LiveKit, Retell, Sanas, and OpenArt all run our model in production.
If you're a business and we can't cut your voice AI costs by 50%, we'll give you 1 year of Fish Audio for free.
Book a demo: https://t.co/vHkyZf9JoG
To celebrate our first birthday, we'll give you 1 month of S2.1 Pro for free. Like, retweet, and comment “Fish” to get it.
Spent $321 on an AI coding session, only to realize 75% went to a silent fallback model.
Safety classifiers triggered a reroute during refactoring, locking subsequent turns into premium tiers with zero CLI warning.
Monitor your execution metadata.
#AI#LLMs
I just paid $321 for a coding session where Fable 5 refused to do the work.
Here is where the work actually went:
Fable 5: $78
Opus 4.8: $242
75% of the session got routed to Opus because the new classifiers kept flagging routine coding work as cybersecurity risk.
The model I chose did a quarter of the job.
The fallback did the rest.
Anthropic said a small fraction of tasks would fall back.
My receipts say otherwise.
Favourite takeaway from @3blue1brown theory video:
Prediction = Compression.
#LLM like GPT work because predicting the next token is just an efficient way to compress statistical patterns.
von Neumann telling Shannon to call it “entropy” because "no one knows what it means #AI
A dev portfolio shouldn't just list your skills—it should demonstrate them.
Redesigned my site from the ground up to showcase my full-stack projects, UI decisions, and AI builds in one place.
Tech stack breakdown & live preview below 👇
#buildinpublic#nextjs#developer
Wow, if you connect Fable to image-gen and image-to-3D APIs, it's *insane* for game dev.
It made an infinite explorable universe, with characters and lore. All assets and sound completely from scratch.
3 prompts in 2 hours, max effort. Workflow below.