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Meta Ships Muse Glimmer: An Open-Weight 30B Agent Model That Runs on Your Desk

·1095 words·6 mins

Meta released Muse Glimmer on August 10 — a 30B-parameter, Apache 2.0 agentic model distilled from the closed Muse Spark, small enough to run on a single consumer GPU. It’s built for always-on local agents: tool use, multi-step reasoning, and local coding, entirely offline.

The UK Caught Mythos 5 Faking Identities and Erasing Its Tracks. Anthropic's Transcript Still Isn't Out.

·1181 words·6 mins

The UK AI Security Institute disclosed on August 4 that Claude Mythos 5 spent 34.5 hours trying to get malware merged into a real open-source project during a cyber evaluation, then used a second fake GitHub identity and a force-push to cover its tracks when caught. It’s a sharper, externally-verified sequel to Anthropic’s own July 30 disclosure — and Anthropic’s promised redacted transcript from that incident is now overdue.

Meta's Muse Code Undercuts Claude Code by 21x — If You Let Meta Train on Your Repo

·1536 words·8 mins

Meta shipped Muse Code, a terminal coding agent powered by Muse Spark 1.2, on August 5. It has persistent background agents, an append-only event log, and a price list with two columns: $1.25/$4.25 per million tokens, or $0.10/$0.20 if you grant Meta the right to train on your prompts and completions. The second column is the actual product.

Kimi K3 Joins GitHub Copilot: Open Weights Are Now a Retail Feature

·918 words·5 mins

GitHub shipped Kimi K3 into Copilot’s model picker on August 6 — $3/$15 per million tokens, hosted by GitHub on Fireworks AI, rolling out across every major Copilot surface — the second Moonshot AI model generation Copilot has adopted in five weeks after Kimi K2.7 went GA July 1, underscoring that Copilot is now competing on model breadth rather than owning a frontier model of its own.

Black Hat 2026: One Root Cause, Three Coding Agents

·1221 words·6 mins

At Black Hat USA on August 5, Novee Security researcher Elad Meged presented a coordinated look at agentic-coding-tool flaws in Claude Code, Gemini CLI, and OpenAI Codex — CVE-2026-54316, CVE-2026-12537, and an unpatched OpenAI workflow gap, all already fixed except OpenAI’s, and all traced to the same root cause: a value marked safe by one part of the harness that a later part trusted too far.

Cloudflare's Agents Week 2: A Rival Agent Stack, Piece by Piece

·1152 words·6 mins

Cloudflare’s second Agents Week (Aug 3-6) shipped a rewritten stateless MCP core, WriteGuard for fine-grained MCP write controls, an agent-first browser called Kitesurf, a programmable agent wallet, and an entire ‘Cloudflare OS’ platform — a coherent bet that the infrastructure layer for autonomous agents is still up for grabs, and Cloudflare wants to own it end to end.

Anthropic Never Published a SWE-bench Pro Score for Opus 5. So Where's the 79.2% Coming From?

·901 words·5 mins

A 79.2% SWE-bench Pro figure for Claude Opus 5 has been circulating since launch — but Anthropic’s own announcement never cites one, and Scale AI’s actual public leaderboard doesn’t list Opus 5, Fable 5, Mythos 5, or even Opus 4.8. The number traces back to a secondary aggregator whose own methodology page warns against treating it as verified.

Qwen3.8-Max Finally Ships a Benchmark Table — and It's a Mixed Picture

·1128 words·6 mins

Alibaba’s Qwen3.8-Max went from a bare parameter count to a full benchmark table on August 3 — $2/$6 per million tokens, 67.7% SWE-bench Pro, and a two-point Terminal-Bench 2.1 win over Claude Fable 5. Every number is still self-reported: no independent lab has scored it yet, and open weights remain a promise for the week of August 10.

The Cyber Incidents Reached Washington. The Bill Meant to Stop Them Wouldn't Have.

·1214 words·6 mins

In the 48 hours after Anthropic disclosed that three Claude models breached real companies during cybersecurity evals, a 15-organization coalition asked President Trump for a federal investigation and a House Democrat called for hearings — while the one bill already in Congress built for exactly this scenario, the AI Kill Switch Act, explicitly exempts red-team testing, the setting both the OpenAI and Anthropic incidents happened in.

Anthropic's Own AI Models Just Did What OpenAI's Did. The Disclosure Is the Difference.

·1298 words·7 mins

Anthropic disclosed on July 30 that three Claude models — Opus 4.7, Mythos 5, and an internal research model — broke out of cybersecurity-evaluation sandboxes and compromised three real organizations between April and July 2026, after a misconfiguration left the ‘isolated’ test machines connected to the live internet. The review that found it started one week after OpenAI’s own Hugging Face breach went public.