Meta has launched Muse, powered by closed-weights Muse Spark 1.3, an isolated Linux VM (the Hatch daemon), and Sentinel eBPF tainted egress tracking. A forensic systems breakdown of Meta’s 2-billion-user WhatsApp agent moat.
GPT-6 Astra is a major agentic AI milestone, but its benchmark, harness, cost and self-improvement evidence does not yet prove OpenAI’s own definition of AGI.
An early-access Astra video shows stronger coding, 3D, multimodal and computer-use performance—but also weak UI judgment, slow execution and unreliable agent status.
Gemini 3.8 Flash is now generally available. Here are Google’s official benchmark results, pricing, API limits, effort controls, and the Antigravity rollout—with the caveats builders should know.
Qwen3.8-Max-0902 is live on QwenCloud with 1M context and cache-aware pricing. Here is what the benchmarks and API economics actually show.
Tencent’s Hy4 preview has 770B total parameters, 49B active per token and a 1M context. Here is what the benchmarks, demos and serving costs mean.
A source-led Gemini 3.8 Flash leak tracker separating confirmed Google documentation from secondary reports, rumored specifications, timing, and verification steps.