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Model Architecture

47 summarised stories about Model Architecture, each linking back to the original source. Browse all topics →

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Friday, 2 October 2026

Academia is for Ambition — Alex Zhang, MIT

Latent Space 1 week ago 33

Alex Zhang of MIT discussed research on recursive language models and “harnesses” as compositional systems in an interview/podcast focused on AI tooling and agent architectures. The first 30 Latent Space subscribers get a 30% off code for new tickets (no refunds), with the event set for 2 weeks later. The episode shifts from past GPU-kernel communities to how AI-written kernels and multi-agent swarms raise capability and verification questions that shape future research bets.

Limits of Confidence in Diffusion

Apple Machine Learning Research 1 week ago 25

The paper shows that discrete diffusion steps only match the training distribution when the positions written are conditionally independent given the already-fixed tokens, and that products of per-position distributions cannot reproduce dependent token groups. On the ScanAndAdd task, it measures the generated distribution at 29× the sampling-noise floor total variation while per-sample metrics are 1.0. This limits how confidence rankings that write per-position distributions can correct dependence errors, even when the task’s joint distribution is known.

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