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Demand Gen is becoming a broader acquisition system rather than only a visual campaign type: advertisers can test conversational lead capture, travel offers tied to destination context and AI-assisted horizontal/vertical video production from one campaign surface.
Apple has narrowed an earlier plan to unify Sign in with Apple and iCloud+ Hide My Email domains: only new Sign in with Apple relay addresses are moving to `private.icloud.com`, while Hide My Email stays on `icloud.com`. Existing relay addresses continue working, making this a compatibility migration rather than an address replacement.
The study moves the AI-search traffic debate beyond observational correlations: participants were randomly assigned to current Google Search, a version with AI features hidden, or AI Mode-only search during ordinary browsing. It is still a preprint and does not establish effects for every query or publisher.
Meta has made the privacy-versus-price trade explicit in its Model API: developers can choose standard pricing or a contributor model ID with steeply discounted inference in exchange for training-data permission. The choice matters for proprietary code, customer data and AI SaaS workloads.
The immediate follow-up to 2.11.8 restores trailing-slash PHP directory indexes and hardens FastCGI script selection and authentication boundaries.
PIE 1.5.5 and 1.4.12 fix a low-severity temporary-file issue in the PHP extension installer that could expose long failed-build logs to other local users.
The Meilisearch 1.55/1.56 lines received recommended security upgrades after maintainers fixed pathological filter parsing and a nested-field panic.
The benchmark runs agents against Prometheus, Loki, Tempo and Grafana, checks actual outcomes across three attempts, and makes the task and grading code inspectable. Synthetic tests and vendor-run leaderboard scores still need local validation.
Computer Use is now GA in both Gemini APIs, but it is an action-planning tool, not a hosted remote desktop: clients execute clicks and keystrokes and must handle safety decisions.
New paid Gemini API projects now default to store=true on generateContent, streaming and batch calls; older projects retain their settings. Developers can opt out per request or project.
A graph, an HTML Preview and a trusted virtual-keyboard message listener combined to bypass ChatGPT's iframe boundary. The fix is reported shipped, but the incident offers a practical warning to anyone embedding untrusted interactive content.
The closure combines a credential-rotation emergency with a mandatory migration. December 31 is not a guarantee individual servers stay online until then.
New RevenueCat growth tools bring web funnels, AI paywalls and early payouts into one subscription platform, with important eligibility and fee caveats.
The new $0-subscription tier no longer lists starter credits, while three simultaneous requests are now permitted. Builders should check prepaid balance, model prices and queues before relying on the service.
The October 15 Rust 1.99.1 release fixes a separate FFI bool miscompilation after September's 1.98.1 vtable bug. Check toolchain pins and rebuild artifacts produced by either affected compiler.
AI Mode ads are expanding internationally, including New Zealand, and appearing in US follow-up conversations — with aggregate reporting and no AI-only campaign switch.
GitHub Enterprise customers can trade Copilot seat fees for usage-only billing. The key catch: zero included credits, staged eligibility and voluntary migration.
PostgreSQL Anonymizer 3.3 fixes a dozen privacy and privilege flaws. Its migration is unusually sensitive: no ALTER EXTENSION UPDATE, possible salt exposure, and new restrictions on masking functions.
GitHub Apps can now authenticate Copilot SDK workloads without a user's credentials. Organisation admins control installation permissions, usage attribution and budgets.
Ghostty 1.4 addresses malicious Kitty graphics, tmux output crashes, OSC 52 and macOS links. Update terminal installations and verify shell integration.