jack
30.4K posts





Is it possible to build "proof-of-useful-work" on top of autoresearch? There's already great compute-versus-verification asymmetry that is tunable. Would need a reliable way to generate fresh & independent puzzles (that are still useful). Maybe a dead end, but someone should look into if decentralized consensus with useful work is possible on top of autoresearch. Let me know if you solve this.


Caught up with @karpathy for a new @NoPriorsPod: on the phase shift in engineering, AI psychosis, claws, AutoResearch, the opportunity for a SETI-at-Home like movement in AI, the model landscape, and second order effects 02:55 - What Capability Limits Remain? 06:15 - What Mastery of Coding Agents Looks Like 11:16 - Second Order Effects of Coding Agents 15:51 - Why AutoResearch 22:45 - Relevant Skills in the AI Era 28:25 - Model Speciation 32:30 - Collaboration Surfaces for Humans and AI 37:28 - Analysis of Jobs Market Data 48:25 - Open vs. Closed Source Models 53:51 - Autonomous Robotics and Atoms 1:00:59 - MicroGPT and Agentic Education 1:05:40 - End Thoughts

$XYZ – Moneybot 🤯 they are going to let Moneybot ingest your non-@CashApp financial data for maximum personalization. I think Cash App has a shot to be THE agentic finance app. "a future world where MoneyBot not only has access to all of your Cash App specific data, but you're also able to give it access to external data" – @owenbjennings during Bloomberg podcast

This is a man who has been haunted since childhood and built a billion dollar company as a side effect of trying to make the haunting stop.



Daft Punk - One More Time












