An architectural teardown of Apple’s A20 Pro 2nm GAAFET silicon: testing the 32-core Neural Engine, 65.2 GB/s memory bandwidth wall, copper vapor chamber thermals, and iOS Jetsam limits running 3B to 7B LLMs on-device.
Computer use lets an AI agent operate a browser or desktop. Here is the action loop that turns model output into clicks, keystrokes, screenshots, and verified results.
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.
GPT-6 Astra reached 99.95% on ARC-AGI-3 with OpenAI’s Provider Adapter harness. The Standard harness result was 62.71%. Here is what the difference means.
Muse Spark 1.3 scores 62 on Artificial Analysis. Compare Gemini 3.8 Flash, DeepSeek V4 Flash pricing, and Terminal-Bench 2.1 vs 4.0.
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.
A practical Gemini 3.7 Flash vs GPT-5.6 Luna comparison covering price, published evals, token economics, agents, Antigravity, Codex, computer use, and API limits.