AI patent trial: seniors scored higher on redlining
Redlining tested patent lawyers' judgment.
The BIG CHANGE archive
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Explore our reporting on how AI and robotics change work, business and the world.
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Connect Claude Code to iMessage and check a reply from your phone
Set up Claude Code’s official iMessage channel on a Mac, send one self-message about an existing project file, and verify the same-thread reply against the file.
Create a Suno song with your own verified voice and check the result
Record and verify your own vocal in Suno Voices, select it for a song, then compare the generated singer with your source recording while checking access, credits and rights.
Eko test: notes aided tower building
Eko note aided towers.
Agent4Sci: evaluating engineering gains and scientific insight
A power-flow intervention clarifies Agent4Sci’s evaluation boundary.
GelSlim 5.0 adds vision to touch
A shared viewpoint connects object appearance and contact.
Bayer's AI agents diagnose crop-research workflow failures
Bayer's workflow-diagnosis agents shorten reported support time; accuracy remains unaudited.
Measure six ways to cut a scraping agent’s HTML input without losing card fields
Compare six local controls on three permitted HTML listing pages, count serialized input with a pinned tokenizer, and check every extracted card against an independent reference.
Diagnose six agent failure patterns from a real run
Use an owned Python Agents SDK trace and pre-run requirement to investigate six failure patterns, identify the first proven divergence, and verify a bounded repair.
GPU Unlock benchmark gains depend on card and workload
Contributor tests show large matrix gains on some RTX 30 cards, smaller local-model prefill gains, and nearly flat decode. The tested-card table includes a BF16 exception.
NVIDIA maps Microduck obstacle training from AI agents to simulation
NVIDIA details an agent-to-simulation Microduck workflow and an untested physical handoff.
Study traces dense AI prose to measurable language patterns
An October preprint finds several processing difficulty proxies more often in some model replies than in comparison text. A separate experiment shows that a length penalty can shift one small model's grammar, with limited transfer.
Create and check a daily news brief in Claude Cowork Projects
Save a personalized Cowork Project profile, check a current source-linked brief, then schedule one daily task with complete instructions and verify its first result.
Organize two ongoing tasks with Claude Cowork Projects
Set up two Claude Cowork Projects for separate ongoing tasks, then check each project's instructions, references, account-memory choice and first output.
Gemini API CLI lets coding agents preview requests before using a key
Google's beta Gemini API CLI gives existing coding agents a schema and offline request preview. The dry run cannot establish live model access, cost or results.
Why OpenAI moved Habitat storage back to shared tenancy
OpenAI says Habitat returned to shared Cosmos DB storage after dedicated containers made product launches hard to provision. Hot-key limits, request priority and caching carry the tradeoffs.
Google's ForTy forest map goes beyond tree cover, with limits
Google's ForTy map separates natural, planted and farmed tree cover. Its 2020 baseline and early annual series offer new questions for forest monitoring, with significant class-level uncertainty.
Downloads instruction file steered coding agent, firm says
Forever Security says it blocked a customer coding agent's malicious package install attempt and then demonstrated separate Codex and Claude Code instruction-file attacks. The customer file's arrival route and tested agent versions remain unknown.