Commerce.com adds merchant opt-out to WebMCP storefront tools
Commerce.com and Cloudflare's WebMCP bridge honors merchant opt-outs. Storefront MCP governs shopping tools; the buyer completes checkout.
The BIG CHANGE archive
News, analysis and practical guides.
Explore our reporting on how AI and robotics change work, business and the world.
The latest change
849 stories
Teams beta API relays third-party deepfake assessments
Bot assessments reach Teams; provider evaluation remains essential.
How to dictate and review a Claude Code prompt before sending it
Prepare an authorized request, verify its captured words, and review the agent's result.
Take a software milestone through GSD Core phases and acceptance
Use current GSD Core commands to carry an owned software milestone from requirements and phase plans through fresh-context execution, handoff, project tests and human acceptance.
UserSWE tests coding agents in conversations
UserSWE rankings depend on turns.
Real PubMed IDs can still point to the wrong evidence
A PubMed ID identifies a citation, not evidence for a claim. A biomedical agent study shows why a resolving link still needs a check of the cited abstract and verdict.
Dayforce plans to buy Ribbon AI and bring interview scores into recruiting
Dayforce agreed to buy Ribbon AI. Its configurable interview scores and integrity signals call for recruiter scrutiny; benefits of a combined product remain unverified.
NVIDIA Flora separates robot-video annotation into three tasks
NVIDIA Flora labels robot video with time segments, action instructions and reward scores. Researchers need to validate each output against recordings.
Evaluate an AI agent product across three decision axes
Map one agent product’s runtime and data paths, orchestration and oversight, and interface contract against your own mandatory requirements with a copyable decision worksheet.
Put a complete process diagram in a Claude Code skill and check it
Map your owned procedure into a Claude Code skill with a Mermaid flowchart, check every branch in fresh sessions, and compare exact instruction tokens if API access permits.
SWE-Verifier selectively compares coding-agent actions
A practical reading of action checks, completed tasks and full operating cost.
Language-guided proton planning and its limits
How a research prototype turns instructions into planning adjustments.
DetectorScope exposes the features behind AI-text classification
DetectorScope shows contributing AI-text cues without proving authorship.
Apollo’s AI payoff claim exceeds what its charts show
Company ratios, productivity and AI spending measure different outcomes. Connecting them requires evidence from the businesses adopting AI.
Turn Claude Code session results into reviewed project learnings
Export a finished Claude Code conversation, check the evidence, review a bounded Learnings.md change, and test one lesson in a fresh session.
Check TextEdit with Claude Code computer use on Mac
Set up one Claude Code TextEdit check on Mac: enter a fixed line through the visible interface and compare the document with the session’s actions.
LitPivot ties proposal revisions to paper rankings
LitPivot connects proposal edits with literature.
IORA separates geometry from holding strength
Robot grasp planners need to check both contact geometry and the forces a hand can actually produce.