gavinray

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  1. BPE tokenizes subwords efficiently, but it has zero awareness of semantic structure -- it's purely optimizing vocabulary/sequence length tradeoffs. I read LanDiff [0], where they train a "semantic tokenizer" with…

  2. I've been looking for API's and other tools that'd be useful in trying to work through the home buying process for the first time. Anything from paperwork automation to value estimation or whatnot. I haven't been able…

  3. Hey all, wanted to share a project I've been working on over the past several weekends. There were 2 reasons I had for building this: 1. I wanted to genuinely evaluate MCP as a protocol. Verdict: I think it's…

  4. I've noticed an unsettling trend in the past weeks. There appear to be a growing number of posts by persons suffering what appear to be psychosis or a manic episode, generally revolving around nonsensical "math" and AI…

  5. My org recently enabled Copilot For Business. I've had a personal subscription until this point. Today, my Copilot plugin started throwing rate-limit errors. Upon checking my billing details, I notice I can no longer…