mlbwhf@yahoo.com

Montana’s new “right to try” law can’t come soon enough for some

by

Kris DeVault is desperate. His son, Brody, was born in March 2023. It wasn’t long before he started to show signs of developmental delay, says DeVault. As time went on, Brody started missing key milestones in speech, movement, and coordination, he says. When Brody was…

Source: MIT Technology Review

Automatically aggregated summary — full article and all rights belong to the original publisher.

Adaptively Robust LLM Monitoring via Activation Watermarking

by

arXiv:2603.23171v3 Announce Type: replace-cross Abstract: Providers monitor deployed large language models (LLMs) to detect misuse that they cannot prevent. LLM monitoring is deterministic and often openly available, so $emph{adaptive}$ attackers with a local copy can search offline for prompts that elicit harmful behavior and evade…

Source: cs.AI updates on arXiv.org

Automatically aggregated summary — full article and all rights belong to the original publisher.

Train Large, Deploy Compact: Structured Compression for Compact Low-Rank Adaptation

by

arXiv:2510.00192v3 Announce Type: replace-cross Abstract: Low-rank adaptation (LoRA) has become a widely used paradigm for parameter-efficient fine-tuning of large language models, yet its representational capacity often lags behind full fine-tuning. Within the context of LoRA, a key open question is how to obtain expressive low-rank…

Source: cs.AI updates on arXiv.org

Automatically aggregated summary — full article and all rights belong to the original publisher.

TLA-Prover: Verifiable TLA+ Specification Synthesis via Preference-Optimized Low-Rank Adaptation

by

arXiv:2606.06133v4 Announce Type: replace-cross Abstract: TLA+ is a formal specification language for verifying distributed systems and safety-critical protocols. Large language models (LLMs) frequently produce TLA+ specifications that fail the TLC model checker for semantic reasons. Across 25 LLMs, the best public baseline is 26.6% syntactic…

Source: cs.AI updates on arXiv.org

Automatically aggregated summary — full article and all rights belong to the original publisher.

Montana’s plan to become an experimental medical hub just pushed forward

by

As of this week in Montana, any biotech company with an experimental drug has a clear path to selling it to consumers. Companies whose drugs have been through preliminary testing—sometimes in as few as 10 healthy people—can pay $12,500 to apply to a newly established…

Source: MIT Technology Review

Automatically aggregated summary — full article and all rights belong to the original publisher.

Are AI Models Working Harder Than They Need to?

by

Much of modern AI runs on multiplication. Neural networks behind everything from generated answers to photo organization and song recommendations perform millions or billions of operations that multiply inputs by learned weights. Lizy K. John thinks that’s more work than the job requires.John, a professor…

Source: IEEE Spectrum

Automatically aggregated summary — full article and all rights belong to the original publisher.

The Download: tricking LLMs, and reviving geothermal plants

by

This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. A fundamental flaw leaves LLMs strikingly vulnerable to attack  It is impossible to make large language models fully secure against hacks…

Source: MIT Technology Review

Automatically aggregated summary — full article and all rights belong to the original publisher.