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Latest Reviews & Guides

AI Answers Read Your Pages and Credit Someone Else: Measuring the Retrieval-Citation Gap

Crawl logs show AI systems fetching your content constantly. The answers cite a competitor. Those are two separate events with two separate measurements, and the gap between them diagnoses something no visibility dashboard reports: pages that inform an answer without earning attribution.

California SB 690 Ends Private Pen-Register Suits: What Changed for Your Analytics Stack, and What Did Not

SB 690 routes website pen-register claims to the Attorney General alone and applies retroactively to claims filed within two years. Section 631 interception claims survive untouched, which covers pixels, session replay, and chat widgets. The distinction decides which demand letters stop arriving.

Running Coding Agents Unattended: /loop, /goal, and the Discipline That Keeps It Safe

I handed a coding agent a night of work and woke to one finished step. Here is what actually keeps an agent working while you sleep: the Claude Code primitives that do it, the equivalents in Cursor and Windsurf, and the guardrails that stop an unattended run from working against you.

California Signed Three Workplace AI Laws: AB 1883, AB 1331, and SB 947 Explained

Emotion recognition and neural data become prohibited uses of workplace surveillance tools. Bathroom monitoring gets its own ban. Discipline and termination decisions require a human to corroborate the system, with written notice at the moment of the decision, from July 1, 2027. What each bill says, and what the summaries get wrong.

AI Notetakers and Recording Consent in 2026: What to Configure Before the Next Call

Federal law permits a party to record. California requires every party to agree, under penalty of $2,500 per violation. AI notetakers sit directly on that line, and bot-free capture removes the signal participants rely on. The settings that carry the disclosure, and the ones that do not.

California SB 53 Binds Frontier Labs, Not Your Company: What the Act Actually Requires in 2026

A compliance-guide industry tells ordinary companies that SB 53 imposes a 24-hour AI incident triage. The statute sets 15 days, applies to developers training above 10^26 operations, and reserves its heaviest duties for developers above $500 million in revenue. Here is the text, and what deployers actually owe.

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