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chores: refactor for the new ai research, add linter, gh action, etc (#27)

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crypto_agents/README.md
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## crypto agents
## agents on blockchains
<br>
* **[basic strategy workflow](strategy_workflow)**
* **[basic strategy workflow (2023)](strategy_workflow)**
* **[trading on gmx (2023)](trading_on_gmx.md)**
<br>
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<br>
##### projects
* **[ritual.net](https://ritual.net/)**
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##### readings
* **[the internet's notary public: why verifiability matters, by axal](https://axal.substack.com/p/the-internets-notary-public-why-verifiability)**
* **[cryptos role in the ai revolution, by pantera](https://panteracapital.com/blockchain-letter/cryptos-role-in-the-ai-revolution/)**
* **[the promise and challenges of crypto + ai applications, by vub](https://vitalik.eth.limo/general/2024/01/30/cryptoai.html)**
* **[on training defi agents with markov chains, by bt3gl](https://mirror.xyz/go-outside.eth/DKaWYobU7q3EvZw8x01J7uEmF_E8PfNN27j0VgxQhNQ)**
* **[microsoft notes on ai agents](https://github.com/microsoft/generative-ai-for-beginners/tree/main/17-ai-agents)**
* **[the internet's notary public: why verifiability matters, by
axal](https://axal.substack.com/p/the-internets-notary-public-why-verifiability)**
* **[cryptos role in the ai revolution, by
pantera](https://panteracapital.com/blockchain-letter/cryptos-role-in-the-ai-revolution/)**
* **[the promise and challenges of crypto + ai applications, by
vub](https://vitalik.eth.limo/general/2024/01/30/cryptoai.html)**
* **[on training defi agents with markov chains, by
bt3gl](https://mirror.xyz/go-outside.eth/DKaWYobU7q3EvZw8x01J7uEmF_E8PfNN27j0VgxQhNQ)**
<br>
##### metas
* **eth denver 2025 ai + agentic metas**:
* **[a new dawn for decentralized and the convergence of ai x blockchain, by n. ameline](https://www.youtube.com/watch?v=HQuGtN9zidQ)**
* **[upgrading agent infra with onchain perpetualaAgents, by kd conway](https://www.youtube.com/watch?v=hDayCeDA5fI)**
* **[ai meets blockchain: payment, multi-Agent & distributed inference, by o. jaros](https://www.youtube.com/watch?v=aPTosw4hrY0)**
* **[a new dawn for decentralized and the convergence of ai x blockchain, by n.
* **[upgrading agent infra with onchain perpetualaAgents, by kd conway](https://www.youtube.com/watch?v=hDayCeDA5fI)**
* **[ai meets blockchain: payment, multi-Agent & distributed inference, by o.
* **[from ai agents to agentic economies, by r. bodkin](https://www.youtube.com/watch?v=Q7eaYJ9aPpI)**
* **[building ai agents and agent economies, by d. minarsch](https://www.youtube.com/watch?v=tDVK2Q5RY0c)**
* **[building ai agents on top of hedera, by j. hall](https://www.youtube.com/watch?v=h8D6vi2m8LQ)**
* **[identity, privacy, and security in the new age of ai agents, by m. csernai](https://www.youtube.com/watch?v=vMcaot04RQo)**
* **[identity, privacy, and security in the new age of ai agents, by m.
* **[verifiable ai agents and world superintelligence, by k. wong](https://www.youtube.com/watch?v=ngkp7HTj_4A)**
* **[how web3 can compete in ai, by g. narula](https://www.youtube.com/watch?v=oLLM1I-3fDU)**
* **[shade agents, by m. lockyer](https://www.youtube.com/watch?v=PEfJnCtrbMU)**
* **[how ai will enable the next generatin of intent, by i. yang](https://www.youtube.com/watch?v=fbc3DpI6jiA)**
* **[2025 is the year of agents, by i. polosukhin](https://www.youtube.com/watch?v=jPyzVNcQMKw)**
* **[our awesome decentralized AI](https://github.com/shadowy-forest/awesome-decentralized-ai)**
<br>
##### books
* **[advances in financial machine learning](../books/advances_in_financial_machine_learning.pdf)**