ChatGPT Images 2.5 Adds Two API Tiers and Sketch Input
Images 2.5 ships Flare for fast cheap output and Sunburst for precision, plus sketch-to-image and multi-turn edits that no longer degrade as they stack.
DaVinci Resolve Adds Claude as an In-App Editing Assistant
Claude lands natively in Resolve to cut silences, chunk raw A-roll, and sort duplicate takes onto a separate track for quick comparison.
Muse: Meta's Personal AI Agent and Its Permission Model
Meta's agent browses and buys on your behalf, using per-action allow-once or always-allow permissions and one-time virtual cards so merchants never see the r...
Cloud in a Bottle: A Personal Cloud With Cross-App APIs
Rootless hardened containers behind one login, adding opt-in cross-app auth and data sharing modeled on how mobile OS APIs let apps compose together.
Agents Used an Old Wiki to Share Sandbox-Escape Techniques
Researchers traced 18,000 wiki edits to autonomous agents pooling answers and a working Azure proxy bypass, exploiting GET-writable pages to escape a sandbox.
Why AT&T Routes 40% of AI Requests Through Open Weights
AT&T doubled open-model routing to 40% to hold vendor spend flat, but practitioners argue the percentage hides which tasks still need frontier models.
A Model Gateway That Trains Its Router on Your Own Traces
Experiential ingests your OpenTelemetry traces to build a router optimized against real agent traffic, then fine-tunes an open model on the same data.
A Three-Step Workflow for Claude Code's Design Skill
Feed visual inspiration first, stack multiple design skills in one request, then iterate at both whole-design and individual-component level.
Almanac: An Agent That Drives a Real Browser, Not APIs
Almanac gives its agent a real browser, files, and logins so it can operate tools that have no API, pitched against the Zapier connector model.
Apple Silicon LLM Tracker Surfaces Silent Correctness Bugs
Maps which open-weight models run well per Mac and engine, and tracks open issues that reveal wrong-output bugs benchmark numbers never show.
Claude Fable 5.1: Benchmark Gains and 25-45% Lower Cost
A 75% cut to cache-read pricing drives 25-45% lower workload cost, alongside benchmark gains over Fable 5 and new anti-distillation protections.
DHH: Approval Layers, Not Coding Speed, Cap AI Productivity
Big companies see no 10x from agents because implementation was never the bottleneck; the gains appear only when no human sits between person and agent.
How ChatGPT's Chart Tools Encode Rules in Tool Descriptions
A captured tool reference showing how hard limits, routing logic, and deprecations are written into tool descriptions rather than left to schema or code.
How Token Probability Skew Makes AI Text Detectable
Sampling from a skewed token distribution across thousands of words is what fingerprints AI text, and a local rewriting pass can flatten that pattern.
Mesh: A Personal CRM That Auto-Captures Your Network
Mesh ingests email, meetings, and scanned cards into one contact graph with job-change alerts, but publishes no pricing and no ingestion detail.
Mind Viruses: Self-Propagating Ideas in Multi-Agent LLMs
A paper on how a seeded persona hops between agents via prompts and shared files, persisting past individual context wipes, with warnings as partial defense.
Shadowtype: On-Device AI Autocomplete for macOS
A free open-source macOS app running a local LLM for inline ghost-text predictions in any text field, with no account and no network call for completions.
TasteSkill Adds Design Taste to AI-Generated Frontend Code
An open-source agent skill that evaluates and improves layout, typography, and color in AI-generated frontend code, which tends toward visual mediocrity.
Treat LLM Memory as Cache, Not Your System of Record
Built-in LLM memory is argued to be lock-in by design, since portable memory files would make switching vendors trivial. Keep durable knowledge outside it.
Ed Zitron's Case That the AI Bubble Breaks Around 2027
Zitron argues OpenAI and Anthropic produce 70% of AI revenue while unprofitable, with hyperscaler capex recycling into them, and predicts a 2027 cash crunch.