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Signals for 2026-08-14
Published 2026-08-14T08:16+02:00
7 geselecteerde signalen uit de lokale hybride Daily Signal Brief pipeline.
arXiv reasoning / agents / evals
We present Multi-Agent Reasoning and Coordination (MARC), an open-source framework that replaces monolithic LLM prompting with deterministic multi-agent orchestration for clinical reasoning. MARC coordinates role-specialized agents for extraction, reasoning, answer generation, and evaluation, with explicit context passing and traceable intermediate outputs, enabling stage-wise failure attribution.
#agent #builder #evals #research-evals
arXiv reasoning / agents / evals
AI agents are increasingly used for programming, but do not provide any guarantee on the correctness of generated code. Verified code generation, in which an agent produces both an implementation and a machine-checked proof of its specification, offers a stronger path toward trustworthy AI-generated software.
#agent #evals #implementation #research-evals
TechCrunch AI
Anthropic researchers found AI agents can clash, collude, and coordinate in unexpected ways, raising new questions about whether today’s safety tests capture the risks of multi-agent systems.
#agent #agentic-workflows #evals
The Decoder
Google shipped Gemini 3.7 Flash just three weeks after 3.6 Flash. The new model is supposed to be Google's most capable workhorse yet for coding and AI agents, and according to the company's own benchmarks, it beats Claude Sonnet 5 and GPT-5.6 Terra at half the price.
#agent #agentic-workflows #evals
The Decoder
Deepseek has moved its flagship V4-Pro out of the testing phase and released its agent software, Harness v0.1, under the MIT license. API prices are going up at the same time, with cache hits jumping to six times their current cost.
#agent #agentic-workflows #builder
arXiv reasoning / agents / evals
Recent advances in foundation models have enabled AI scientists to automate increasingly complete research workflows, from hypothesis generation and code execution to manuscript preparation. Yet workflow coverage alone does not provide access to the full evidence on which scientific discovery depends.
#agent #evals #research-evals
The Decoder
Anthropic's Fable 5 is considered the most powerful AI model on the market, but U.S. companies are barely buying it.
#implementation #market-strategy