newnat retweeted
Andrej Karpathy spent 8 years at OpenAI and Tesla
Last week, he condensed everything he knows into one free 2-hour lecture
Agents → Loops → Harness → Self-Improving Systems
People pay $14K for bootcamps that teach less than this
This lecture beats most paid AI engineering courses
You probably don't have 2 hours right now
Don't let this disappear from your feed
Watch it
Then read the article below
newnat retweeted
Andrej Karpathy spent 8 years at OpenAI and Tesla
Last week, he condensed everything he knows into one free 2-hour lecture
Agents → Loops → Harness → Self-Improving Systems
People pay $14K for bootcamps that teach less than this
This lecture beats most paid AI engineering courses
You probably don't have 2 hours right now
Don't let this disappear from your feed
Watch it
Then read the article below
newnat retweeted
GPT-6 Astra builds the MOST POWERFUL 24/7 trading agents
i wrote a 6-page research paper on exactly how to use GPT-6 Astra at its FULLEST potential to build mathematical trading strategies like hedge funds
along with COMPLETE CODEBASE
here is how you set it up:
1. the 4 mathematical trading models every hedge fund runs. Ornstein-Uhlenbeck stat arb, Avellaneda-Stoikov market making, Hawkes order flow, Heston volatility. exact formulas for each
2. the exact validation thresholds. Sharpe above 1.5, drawdown below 15%, hit rate above 55%, t-stat above 2.0, walk-forward across 5 years
3. why the math was never the wall. the wall was the 6 salary team at $1.8M annual cost per model. Astra covers every role
4. the AgenKit harness that installs 10 specialist agents inside Codex CLI with test-first builds and two-stage review gates
5. the 6 layer production architecture with Kelly-sized positions, 5% drawdown kill switches and delta-neutral hedging
6. the exact one-line prompt that ships a working mathematical model like hedge funds in one weekend
this is the EXACT system i have been running for the past 5 days & results are INCREDIBLE so far:
newnat retweeted
We recognize that the rapid progress of AI in mathematics is disruptive. We're looking to engage with the math community more on the best way to integrate this technology and communicate its impacts. After considering concerns raised by members of the mathematics community, we’ve decided to withdraw OpenAI’s sponsorship of the Caltech Mathathon and have notified the organizers.
Now available: ChatGPT for Financial Services.
This is a tailored ChatGPT Work experience that combines built-in financial data with GPT-6 Astra’s reasoning.
Teams can develop research, build financial models, and create customized client materials.
openai.com/index/introducing…
I'm spotting lots of very rich people on here, like $500M net worth to multi-billionaires, buying 𝕏 followers in the last ~6 months
Like they had very very steady follower growths of maybe 5,000/mo to 10,000/mo new followers before that for yeaaaaaaarssss
And then suddenly in the last few months they add like 500,000 followers to 1 million in a month, with barely any signs of engagement on their tweets at all, completely fake
It seems like some startup tech PR manager is behind it and managing them secretly, interesting?
I think it shows that with AGI coming, for rich people, the currency of having a big audience is becoming more important than the currency of money!
