Loop Engineering turns the hidden management work around coding agents into software: triggers, scoped execution, independent verification, durable state, budgets, and explicit stop conditions.
Fast reads on model releases, compute strategy, policy pressure, and the companies fighting over the AI stack.
The US government ordered Anthropic to suspend Fable 5 and Mythos 5 access for foreign nationals, forcing a global shutdown. The real story is frontier AI becoming controlled infrastructure.
Claude Fable 5 is not just Anthropic's strongest public model. It is the first Mythos-class release built around public access, fallback routing, data retention, and trusted capability gates.
iOS 27 makes Siri AI a private system agent, not just a smarter assistant. Apple's update ties app actions, Camera mode, speed gains, Liquid Glass, and the EU delay into one AI control-plane strategy.
NVIDIA's GTC Taipei at COMPUTEX 2026 was not a normal product keynote. It was a full-stack argument for AI factories, Windows-native agents, Taiwan manufacturing, and physical AI.
Liquid AI's LFM2.5-8B-A1B shows why the small model race is moving from parameter count to active compute, memory bandwidth, local runtimes, and the devices that can run agents at the edge.
World models began as Schmidhuber's curiosity-driven controllers. Genie 3, DreamerV3, GAIA-1, GameNGen, V-JEPA, and open-ended play show why simulation is becoming AI's next platform layer.
Sakana AI and NVIDIA's TwELL shows why sparse LLMs were not blocked by theory. They were blocked by GPU execution economics.
RLMs treat prompts as environments, not inputs. The MIT paper behind Recursive Language Models, the REPL execution loop, and why the AI industry is adopting it.
From a $1B nonprofit pledge to a $300B for-profit empire: the decade-long origin story of OpenAI, from founding through ChatGPT to $12B in annualized revenue.
Qwen3.5-397B-A17B scores 88.4 on GPQA Diamond at $0.60/M, yet was absent from Anthropic's distillation report. That absence explains more than the names that were included.
Anthropic named DeepSeek, Moonshot, and MiniMax for industrial-scale Claude distillation. Evidence is real, but calling it an 'attack' ignores how AI was built.
Anthropic was mocked as the AI company that couldn't ship. Claude 2 was the punchline. Four years later, they own enterprise AI at a $380B valuation.
