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I’ve been using Claude Code heavily for the past few months — for research projects, web apps, scripts, even writing. And I completely get it now when the creators say they’re using Claude Code to build Claude Code. Once you start working with it seriously, the meta-loop becomes impossible to ignore.
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What if the thing we’ve been trying to prevent — agents exploiting reward functions — is exactly what we need to build more robust systems?
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An essay on plurality — the assumption that everything we encounter is part of a single unified world is not just incomplete, it actively distorts how we think, build, and reason about reality.
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MIT Deep Learning final project exploring whether pre-trained unimodal encoders can be aligned into a shared multimodal latent space using lightweight adapters.