Professor Codephreak

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Professor Codephreak Software Engineer Machine Learning Platform Architect

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The mispriced network — rotating from Bitcoin into undervalued Polkadot and Moonbeam

The Mispriced Network: Why I Think Polkadot (DOT) and Moonbeam (GLMR) Are Undervalued Against Their Own Utility

A thesis, argued from public data: Polkadot shipped a hard supply cap, a US spot ETF (TDOT), and a finished scaling program in one year — and Moonbeam (GLMR) handles a fifth of Polkadot’s activity for a ~$15M market cap. Why I think DOT and GLMR are mispriced against their own utility, and how to access both from Kraken in Canadian dollars.

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mindXtrain: a generation passed proof-of-recall

mindXtrain: a generation passed proof-of-recall

A new mindX generation (mindx-gen9) passed the imprint gate and was promoted to a servable model.

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Chain of TRUST in LLM

https://galadriel.com/ In the realm of artificial intelligence, verifying that an AI response genuinely came from a specific model and wasn’t tampered with presents a significant challenge. The Chain of Trust in verified AI inference provides a robust solution through multiple layers of security and cryptographic proof. The Foundation: Trusted Execution Environment (TEE) At the core of verified inference lies the Trusted Execution Environment (TEE), specifically AWS Nitro Enclaves. This hardware-isolated environment provides a critical security […]

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