## the AI toolkit
#### research * **[⬛ machine learning history](deep_learning)** * **[⬛ large language models](llms)**
#### experiments * **[⬛ agents on blockchains](crypto_agents)** * **[⬛ on quantum computing](EBMs)** (my adaptation of openAI's implicit generation and generalization in energy based models)
--- ### cool discussions
* **[vub's response to AI 2027 and his take on defense (2025)](https://vitalik.eth.limo/general/2025/07/10/2027.html)** * **[mr. vp jd vance at the ai action summit in paris (2025)](https://www.youtube.com/watch?v=MnKsxnP2IVk)**