How KANs Work: Why Learnable Edges Survived the MLP-Killer Hype
Kolmogorov-Arnold Networks replace scalar weights with learned functions. Two years of evidence show where KANs work, where they fail, and why the idea survived.
LPlutonous15 min read
Latest Analysis
Fast reads on model releases, compute strategy, policy pressure, and the companies fighting over the AI stack.
DeepSeek
DeepSpec: DeepSeek Open-Sourced the Inference Cost War
DeepSpec turns speculative decoding from a hidden serving trick into an open training stack, with DSpark claiming 60% to 85% faster V4-Flash generation.
9 min read
OpenAI
OpenAI's GPT-5.6 Sol, Terra, And Luna Make Access The New Moat
OpenAI's GPT-5.6 Sol, Terra, and Luna launch is not just a model update. It is a preview of AI releases where capability, price, safety, and government access are bundled together.
14 min read
Huawei
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.
9 min read
Recursive AI
Recursive's AutoResearch System Turns AI Research Into A Factory
Recursive's automated AI research system is not just a benchmark win. It is a preview of research loops that propose ideas, write code, run experiments, validate results, and keep going.
11 min read
Open Source AI
Open Models Are The New Linux: DeepSWE And The Infrastructure War Against Closed AI
DeepSWE shows closed labs still lead frontier coding agents, but open-weight models are starting to price the infrastructure layer. That is exactly how Linux won.
10 min read
DiffusionGemma
DiffusionGemma: The Open-Weights Answer To Inception's Real-Time Subagents
DiffusionGemma is not just Google's 4x faster text generation experiment. It is the open-weights counterpunch to Inception's closed Mercury 2 thesis for real-time AI subagents.
14 min read
Cursor
SpaceX Buying Cursor Is Not About The IDE. It Is About Owning The Coding Model Loop
SpaceX's $60 billion stock deal for Cursor turns a coding editor into strategic AI infrastructure. The real story is Composer, Colossus, Grok, and the race to own developer work.
9 min read
Anthropic
Claude Fable 5 Got Banned By The US Government. That Is The Real AI Policy Story
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.
9 min read
Anthropic
Claude Fable 5: Anthropic's Frontier Model Is A Capability Rationing Test
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.
15 min read
Apple
iOS 27: Apple's Siri AI Reset Is A System Agent Bet
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.
11 min read
NVIDIA
GTC Taipei: NVIDIA Turned The GPU Keynote Into An AI Factory Rollout
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.
13 min read
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.
12 min read