News, analysis and practical guides.

IBM agent identity: GA controls and preview limits

IBM Agent Identity, Vault 2.2 and Orchestrate Evaluate are GA; Discover and Contain remain previews.

SEVI adds uncertainty to robot recovery

SEVI reports fewer unsafe USB training events with uncertainty gating.

Australia’s cyber alerts rose sharply. Its AI attack count is unknown

ASD warnings rose almost 80%; its published report gives no AI-attributed attack count.

OpenAI releases math and ETH proof files, withholds physics artifacts

OpenAI published math and ETH proof files; physics artifacts remain withheld during expert review.

Cloudflare’s GLM-5.3 cache leak crossed a request boundary after an internal rejection

155 GLM-5.3 responses exposed other customers’ material.

Build and check a monthly workload model with ChatGPT for Excel

Use OpenAI's Excel add-in to create a monthly backlog model from your own approved counts, update one input or formula range, then reconcile the workbook before sharing.

Panasonic says data on about 334,000 people went to an AI service it had banned

Panasonic says HR records entered a banned AI service; disposal unconfirmed.

GPT-6.1 Terra released for visual and computer work

OpenAI released GPT-6.1 Terra through its API for visual and computer work. It reports faster completion in benchmark tests.

SpaceX signs commitment letter for $40 billion GPU lease

SpaceX's binding $40 billion GPU lease commitment covers planned Vera Rubin compute.

Carry a reviewed project lesson into the next Claude Code run

Scan an owned project note, run a bounded Claude analysis with the pinned revision, review its source-linked proposal, and load the accepted lesson next time.

Siri AI beta adds five languages in Apple's 27.2 release

Siri AI's 27.2 beta adds French, Japanese, Korean, Portuguese and Spanish. Device, account and language settings still determine access.

Continues Siri AI has arrived. Apple's $250 million settlement is still open

Expand an OpenAI Agents SDK ticket pilot in reviewed phases

Copy a local ticket pilot that moves from observation to reviewed actions and one-effect tagging, with exact approvals, audits and no-replay recovery.

Calibrate a judge for a Claude Code Skill revision

Calibrate a source-grounded second-model judge for each criterion, then compare one owned text-output Claude Code Skill revision with its baseline on real development and sealed held-out cases.

Schedule an AI skill experiment with human promotion

Build a scheduled experiment that generates one classification-skill variant, checks it against verified cases, records uncertain calls and leaves promotion to an owner.

Build a landing page with a playable AI video and real 3D

Generate and inspect a Flow clip, add it to a copyable Vite and Three.js page, then check full playback and motion behavior at the hosted URL.

Screen every candidate document before a Claude Code answer

Use two document scouts and a local checker to account for every file, approve an exact selection, then verify the answer against selected originals.

Build a reviewed trend-to-content pipeline with Claude Code skills

Collect a Google Trends RSS lead, check its sources, draft with three Claude Code skills, then approve and schedule distinct LinkedIn and X posts with public readback.

Record and schedule a checked Claude in Chrome brief

Check a three-supplier brief after its manual trial and again after its first scheduled run, using the original public pages for every field.