## 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)
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### 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)**