10 geselecteerde signalen uit de lokale hybride Daily Signal Brief pipeline.
Simon Willison
Anthropic are really confident in Claude Code's auto mode , to the point that they are making it the default setting for new sessions in most Claude Code plans starting on August 14th. This was one of the topics discussed in our Fireside Chat with Cat Wu and Thariq Shihipar at the AI Engineer World’s Fair last month.
The Decoder
Climate scientist Zeke Hausfather tracked his Claude Code usage over eight weeks: 3.2 billion tokens and about 170 kWh of data center electricity. Per prompt, that's roughly 600 times more than a typical AI chat.
The Decoder
Starting August 14, Anthropic will make Auto Mode in Claude Code the default for Pro, Max, and Team plans. The company says it's safer.
arXiv reasoning / agents / evals
Post-training adaptation has become central to modern machine learning practice and includes techniques such as retraining, fine-tuning, parameter-efficient adaptation, alignment, retrieval augmentation, model editing, unlearning, calibration, and Multimodal Instruction Tuning.
The Decoder
Newly awarded Fields Medalist Jacob Tsimerman is leaving the University of Toronto to join OpenAI and work on AI safety. In a recent paper, he analyzes scenarios where AI could contribute to human extinction and calls for far more investment in safety research.
arXiv reasoning / agents / evals
Cardiac arrest remains one of the most lethal conditions encountered in intensive care units. Despite the growing availability of electronic health record data, existing mortality prediction studies in this population largely depend on static summaries derived from early admission.
arXiv reasoning / agents / evals
Retrieval-augmented generation (RAG) improves question answering by grounding large language models (LLMs) in external knowledge such as text corpora. However, its reasoning process remains largely opaque: intermediate reasoning steps are difficult to verify and cannot be reliably attributed to specific evidence.
Google News AI Adoption
The Rise of AI Agents in Enterprise Workflows — Global Case Studies Nasscom
Google News AI Lab Watch
Meta Muse Code: New AI Coding Agent Takes on Claude Code and Codex Basic Tutorials
Google News AI Lab Watch
Codex vs Cursor vs Claude Code: 88.6% vs $200 Cap [2026] tech-insider.org