Signals for 2026-07-05

Building a World Map with only 500 bytes

Simon Willison

Building a World Map with only 500 bytes. Dit is relevant omdat de builderlaag rond AI concreter wordt: tools, runtimes en ontwikkelworkflows bepalen steeds vaker de echte hefboom.

#builder #evals #tooling-runtime

Anthropic developer shares prompting tips for Fable 5 that focus on finding your own blind spots first

The Decoder

Anthropic developer shares prompting tips for Fable 5 that focus on finding your own blind spots first. Dit is relevant omdat de builderlaag rond AI concreter wordt: tools, runtimes en ontwikkelworkflows bepalen steeds vaker de echte hefboom.

#builder #implementation #tooling-runtime

Better Models: Worse Tools

Simon Willison

Better Models: Worse Tools. Dit is relevant omdat modelkeuze steeds meer een architectuurvraag wordt rond kosten, context, latency en controle.

#evals #models-architecture

Mistral's open-source Leanstral 1.5 aces formal math benchmarks and catches real bugs in code

The Decoder

Mistral's open-source Leanstral 1.5 aces formal math benchmarks and catches real bugs in code. Dit is relevant omdat serieuze AI-implementatie valt of staat met evaluatie, betrouwbaarheid en begrip van nieuwe failure modes.

#evals #research-evals

Claude Code's complicated China problem involves bans on both sides of the Pacific

The Decoder

Claude Code's complicated China problem involves bans on both sides of the Pacific. Dit is relevant omdat de builderlaag rond AI concreter wordt: tools, runtimes en ontwikkelworkflows bepalen steeds vaker de echte hefboom.

#builder #tooling-runtime

The Future of NLP may not be at NLP Conferences: Scholarly Migration Patterns in Natural Language Processing

arXiv reasoning / agents / evals

The Future of NLP may not be at NLP Conferences: Scholarly Migration Patterns in Natural Language Processing. Dit is relevant omdat serieuze AI-implementatie valt of staat met evaluatie, betrouwbaarheid en begrip van nieuwe failure modes.

#evals #research-evals #systems-framing

Program-as-Weights: A Programming Paradigm for Fuzzy Functions

arXiv reasoning / agents / evals

Program-as-Weights: A Programming Paradigm for Fuzzy Functions. Dit is relevant omdat serieuze AI-implementatie valt of staat met evaluatie, betrouwbaarheid en begrip van nieuwe failure modes.

#builder #implementation #research-evals

ReContext: Recursive Evidence Replay as LLM Harness for Long-Context Reasoning

arXiv reasoning / agents / evals

ReContext: Recursive Evidence Replay as LLM Harness for Long-Context Reasoning. Dit is relevant omdat serieuze AI-implementatie valt of staat met evaluatie, betrouwbaarheid en begrip van nieuwe failure modes.

#evals #research-evals #systems-framing

OpenAI s Codex Drives Shift Toward Agentic Workflows - Let's Data Science

Google News AI Lab Watch

OpenAI s Codex Drives Shift Toward Agentic Workflows - Let's Data Science. Dit is relevant omdat agentwaarde steeds meer in workflowontwerp en taakafbakening zit, niet alleen in een slimmer model.

#agent #agentic-workflows #builder