Viv(@Vtrivedy10):we’re in for another boom of cool interpretability research like The Lottery Ticket Hypothesis & Manifold Hypothesis with the rise of frontier open models get to really dig into how frontier intelligence is able to model concepts across modalities (text, image, video, audio) and how LLMs mechanistically execute search programs during rollouts to find the right trajectories across tasks

Viv

@Vtrivedy10

applied research @LangChain Labs, prev @awscloud, phd cs @templeuniv

加入 February 2013

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Viv@Vtrivedy10

2026.08.12 20:39

we’re in for another boom of cool interpretability research like The Lottery Ticket Hypothesis & Manifold Hypothesis with the rise of frontier open models get to really dig into how frontier intelligence is able to model concepts across modalities (text, image, video, audio) and how LLMs mechanistically execute search programs during rollouts to find the right trajectories across tasks