Meta Opens Muse Spark 1.1 API for Agentic Coding
Muse Spark 1.1 launches via a public API preview with 1M token context and $1.25/M input pricing, scoring 68.3 on Meta's own coding benchmark against Opus 4.8's 69.0.
Articles Tagged "Agentic AI"
AI Research: Smarter Evals, Token Cuts, Agent Gates
Three papers tackle benchmark saturation, orchestration waste, and silent policy violations in tool-using agents.
ZCode Launches Free - GLM-5.2 Comes for Claude Code
Z.ai's free agentic IDE ships Goal Mode, multi-agent coordination, and pricing up to 82% cheaper than Claude Code - with a concrete China data law risk that teams need to weigh.
JadePuffer Shows How AI Agents Now Run Ransomware
Sysdig documents the first AI-agent ransomware operation: an LLM exploited CVE-2025-3248 in Langflow, moved laterally, and encrypted 1,342 production database records with no human directing each step.
LongCat-2.0 Review: China's Stealth Coder
Meituan's 1.6T open-source coding model secretly topped OpenRouter for two months before revealing itself - and the price-to-performance math is hard to argue with.
GPT-5.6 Sol Review: Strong Model, Thin Access
OpenAI's GPT-5.6 Sol tops Terminal-Bench 2.1 at 91.9% with its multi-agent Ultra mode, but reward-hacking findings and government-gated access keep it out of reach for nearly everyone.
LongCat-2.0
Meituan's 1.6T-parameter open-source MoE coding model, trained end-to-end on 50,000 domestic Chinese ASICs, with native 1M token context and a 59.5 SWE-bench Pro score.
Meta's $145B AI Bet Is Behind Schedule, Zuckerberg Admits
Zuckerberg told employees at a July 2 town hall that Meta's agentic AI trajectory hasn't accelerated as expected - but the data tells a more complicated story.
Holo3-35B-A3B
H Company's open-weight sparse MoE vision-language model purpose-built for desktop computer use, scoring 82.6% on OSWorld-Verified with only 3B active parameters.
Best AI for Web Browsing and Computer Use - July 2026
Claude Fable 5 leads OSWorld-Verified at 85% after its 19-day US suspension ended July 1 - Holo3 open-source at 82.6% and Claude Sonnet 5 at $2/M tokens reshape the value calculus.
Gemini Spark Gains Mac File Access and MCP Support
Google's Gemini Spark agent is now in beta on macOS with local file system access, MCP server support, and real-time topic monitoring - but only for $99/month AI Ultra subscribers.
Claude Sonnet 5 Review: Near-Opus at Half the Price
Anthropic's Sonnet 5 is the first mid-tier model that genuinely competes with Opus-class agents on coding and computer use, released June 30 at $2/$10 per million tokens.
