## DeSci + AI experiments

 <br>

#### research

* **[⬛ machine learning history](deep_learning)**
* **[⬛ large language models](llms)**

<br>

#### experiments

* **[⬛ agents on blockchains](crypto_agents)**
* **[⬛ on quantum computing](EBMs)** (my adaptation of openAI's implicit generation and generalization in energy based
models)

<br>

---

### cool resources

<br>

#### ai + science

* **[NASA + IBM with AI model that predicts the sun's damaging flares (2025)](https://www.youtube.com/watch?v=KWMoF97C1Ds)**

<br>

##### ai and agi


* **[gpt@home: why the future of training is decentralized (2025)](https://www.gensyn.ai/articles/gpt-at-home)**
* **[gpt-5 jailbreak with echo chamber and storytelling
  (2025)](https://neuraltrust.ai/blog/gpt-5-jailbreak-with-echo-chamber-and-storytelling)**
* **[atom project (on open models for us research & industry) (2025)](https://www.atomproject.ai/)**
* **[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)**
* **[decentralized training looms, by pluralis (2024)](https://blog.pluralis.ai/p/decentralized-ai-looms)**
* **[decentralized intelligence: bittensor's vision (2023)](https://plaintextcapital.com/blog/bittensors_ai_vision/)**

<br>

##### fun

* **[the `.arange()` insanity, by xl0](https://xl0.github.io/tinygrad-notes/arange.html)**
  - "matrix multiplication is sexy" - another 8th grade teacher