A20 Pro vs A19 Pro and Android: Why Memory and Cooling Matter
Compare A20 Pro with A19 Pro, Snapdragon 8 Elite Gen 5 and Tensor G6: CPU, GPU, Neural Engine, memory bandwidth and cooling, with vendor claims labeled.
LPlutonous10 min read
Latest Analysis
Fast reads on model releases, compute strategy, policy pressure, and the companies fighting over the AI stack.
OpenAI
OpenAI's Navier-Stokes Claim: The Math, The Stakes, The Dispute
What Navier-Stokes means, what OpenAI's forced blowup proof claims, and why the dispute over credit and research data matters for AI science.
7 min read
Anthropic
Anthropic's Global Workspace Makes Silent Reasoning More Inspectable
Anthropic's J-space research gives auditors a new way to inspect silent intermediate reasoning. Mixed replication results show why an internal readout still needs a behavioral test.
7 min read
OpenAI
Astra's Spectrogram Demo: Why a Picture Can Reveal a Sound
Show Astra a picture of sound, and it can offer a surprisingly specific guess. Here is how spectrograms make that possible, and what it would take to turn the demo into a useful tool.
7 min read
AI Agents
A Secure Sandbox Can Still Run an Insecure Agent
E2B, Daytona, Modal and Cloudflare expose different controls for agent execution. The harder boundary is what a contained agent is authorized to do.
10 min read
AI Training Data
AI Labs Are Building Data Factories. The Scarce Resource Is Proof.
How AI labs collect web data, generate synthetic examples, and turn agent actions into training signals. The bottleneck is verifying what those examples teach.
10 min read
AI Infrastructure
HydraFusion and Fugu: The Model Picker Is Becoming the Product
GitHub HydraFusion, Sakana Fugu, and OpenRouter Fusion point to a market where the durable advantage is the runtime policy that chooses, escalates, critiques, and synthesizes models.
8 min read
GPT-6 Astra
Six Things People Built With GPT-6 Astra: Trains, Games, And Personal Apps
From editable steam trains to a playable portfolio and an iPod-style Mac app, Astra's early builders are turning personal ideas into software worth exploring.
7 min read
OpenAI
GPT-6 Astra Turns The AI Agent Race Into An Authorization Race
OpenAI's GPT-6 Astra can operate software, carry long-running context, and tackle harder cyber work. The real contest is now the system around the model.
9 min read
Grok Bot
Grok Bot Shows Why Product Agents Need An Authority Model
Grok Bot turns AI from a chat window into a persistent operator. That makes its convenience real, its backlash rational, and authority design the next product battleground.
8 min read
AI Inference
The Inference Race Is Moving Into GPU Kernels
Wafer, RunInfra, OpenRouter's provider price war, and AI-written GPU kernels are turning inference optimization into the next strategic control plane.
13 min read
Tencent
Tencent Hy4 Makes Open-Weight AI Too Important to Ignore
Tencent's Hy4 preview pairs a 770B-parameter sparse backbone with Apache-2.0 weights. Together with Z.ai's GLM releases, it shows why open-weight AI is becoming a strategic market, not a side project.
9 min read
Z.ai
GLM-5.3 Shows How China's Open-Model Flywheel Could Outbuild America's Closed Labs
Z.ai's GLM-5.3 and GLM-5.3-Flash show how Chinese labs can compound public weights, DeepSeek and Moonshot research, shared RL stacks, and lower-cost deployment.
11 min read