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arXiv:2608.04586v2 Announce Type: replace Abstract: Multimodal large language models (MLLMs) have achieved significant success in speech-to-text translation (S2TT). However, when...
arXiv:2608.05510v1 Announce Type: new Abstract: Dialectal variation remains a major challenge for multilingual language models. Perturbation-based continued pre-training (CPT) has...
Mistral AI has released Shieldstral 1.0 3B, an open-weights, policy-adaptive multimodal safety classifier that treats content moderation as a single...
Long-horizon agents accumulate context faster than they resolve tasks. Every tool output, observation, and intermediate reasoning step stays in the...
arXiv:2608.05576v1 Announce Type: new Abstract: When a large language model (LLM) writes Harry Potter fanfiction, it reliably produces fundamental elements...
Microsoft has open sourced code-testing-generator, a polyglot agent that writes unit tests and then proves they work. It ships in...

But cutting your runtime token burn is just the first problem.

This article was produced in partnership with Type Investigations, with support from the Wayne Barrett Project. One morning in April...

This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in...


