Huawei And Intel Just Made The Chip Race A Systems War
Huawei's Tau Scaling Law and Intel's 18A-P roadmap show the same semiconductor shift from opposite sides: future chips will be won through systems, not node names alone.
LPlutonous14 min read
Latest Analysis
Fast reads on model releases, compute strategy, policy pressure, and the companies fighting over the AI stack.
Liquid AI
LFM2.5-8B-A1B: Liquid AI's Edge Model Bet Is About Active Parameters
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.
14 min read
World Models
World Models: The Simulation Layer AI Labs Are Racing To Own
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.
14 min read
Sakana AI
TwELL: The Sparse Kernel Bet That Makes LLMs 20.5% Faster
Sakana AI and NVIDIA's TwELL shows why sparse LLMs were not blocked by theory. They were blocked by GPU execution economics.
14 min read
Recursive Language Models
Recursive Language Models: How RLMs Work
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.
24 min read
OpenAI
From Altruism to Empire: The Full OpenAI Origin Story
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.
18 min read
Qwen3.5
Qwen3.5: The Model Anthropic Didn't Name
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.
14 min read
Anthropic
Anthropic Catches Three Chinese AI Labs Stealing Claude
Anthropic named DeepSeek, Moonshot, and MiniMax for industrial-scale Claude distillation. Evidence is real, but calling it an 'attack' ignores how AI was built.
15 min read
Anthropic
From Laughingstock to $380B: The Anthropic Comeback Story
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.
15 min read
Gemini 3.1 Pro
Gemini 3.1 Pro Doubled Its Reasoning Score in 3 Months
Google doubled ARC-AGI-2 from 31% to 77% in one update. Gemini 3.1 Pro leads 13 of 16 benchmarks at $2/M tokens, undercutting Claude Opus 4.6 by 60%.
14 min read
Claude Sonnet 4.6
Claude Sonnet 4.6: Opus-Level Intelligence at Sonnet Price
Claude Sonnet 4.6 is the new claude.ai default - preferred over Opus 4.5 59% of the time, with 1M context and $3/$15 per million tokens.
13 min read
OpenClaw
OpenClaw: Weekend Project to OpenAI Acquihire in 90 Days
OpenClaw hit 190K+ GitHub stars before OpenAI acquired it - despite 512 security vulnerabilities including an 8.8 CVSS remote code execution flaw.
14 min read
Seed2.0
ByteDance Seed2.0: The Full-Stack AI Empire Behind Seedance
ByteDance's Seed2.0 reveals a complete AI ecosystem - frontier LLMs, multimodal vision, agentic coding, and cinema-grade video at a fraction of Western pricing.
18 min read