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Signals for 2026-08-11

Published 2026-08-11T08:17+02:00

10 geselecteerde signalen uit de lokale hybride Daily Signal Brief pipeline.

Introducing Muse Glimmer

Simon Willison

Meta are back in the open weights game! Muse Glimmer is a brand new 30B model under a clean Apache 2.0 license (a step up from the janky Llama licenses of old).

#agent #agentic-workflows #builder #evals

SWE-Bench ProMax: Benchmarking Agents on Large-Scale Multilingual Code Refactoring

arXiv reasoning / agents / evals

As AI coding agents take on increasingly complex, long-horizon software engineering tasks, existing benchmarks are rapidly saturating and their evaluation quality has come under serious scrutiny: a recent audit found that nearly 60% of unsolved SWE-bench Verified instances contain flawed tests -- either overly narrow tests that reject correct solutions or overly broad tests that check unstated requirements -- and th…

#agent #builder #evals #research-evals

Decoding-Level Taboo: A Diagnostic Stress Test for LLM Robustness

arXiv reasoning / agents / evals

Large language model evaluations typically focus on performance under nominal conditions, creating an illusion of capability where models comfortably walk a narrow, highly optimized generation corridor.

#builder #evals #research-evals

Towards Expert-level Medical AI for Real-time Video Consultations

arXiv reasoning / agents / evals

Audio-visual interaction is the standard for patient-physician consultations, enabling natural communication and effective assessment of illness through non-verbal cues. While text-based AI has shown promise, it discards essential perceptual dimensions and limits patients who cannot articulate symptoms in writing.

#agent #evals #research-evals

Build Low-Latency Multilingual Voice Agents: Open Weights & Full Deployment Control with NVIDIA Magpie TTS

Hugging Face Blog

Build Low-Latency Multilingual Voice Agents: Open Weights & Full Deployment Control with NVIDIA Magpie TTS

#agent #agentic-workflows

Meta is back with Muse Glimmer: local, agentic, multimodal, and open source

Hugging Face Blog

Meta is back with Muse Glimmer: local, agentic, multimodal, and open source

#agent #agentic-workflows

AI professors are negotiating the new realities of academic research

MIT Technology Review AI

This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here.

#evals #research-evals

These startups are chasing the next big thing in LLMs

MIT Technology Review AI

MIT Technology Review’s What’s Next series looks across industries, trends, and technologies to give you a first look at the future. You can read the rest of them here.

#evals #research-evals

5 useful things you'll learn in my new post-training textbook (shipping now!)

Interconnects

After a few long years of finding time to document my lessons from training open models, my post-training book is done!

#evals #models-architecture

China Enterprise AI Agents to Reach 5 mn in 2026 as Platform Adoption Accelerates: IDC - InfotechLead

Google News AI Adoption

China Enterprise AI Agents to Reach 5 mn in 2026 as Platform Adoption Accelerates: IDC InfotechLead

#agent #agentic-workflows #implementation #systems-framing