NEWS

What happened today, without the feed bloat.

News is the live signal layer of SUPERCRZY. It separates the major shift from the fast read, then gives CRAZE the context needed to help you understand the story and decide where to go next.

Updated July 29, 2026 Updated date (auto) Editor filtered

Signal Flow

Scan the day in a cleaner single-line news stream.

OpenAI Fixed Sol's Usage Drain. The Problem Wasn't a Bug.

Agents

OpenAI Fixed Sol's Usage Drain. The Problem Wasn't a Bug.

OpenAI fixed Sol's usage drain — 18% longer on typical tasks. The real issue: capability and efficiency don't scale at the same pace.

4 min read July 29, 2026 Jeff Lu
GPT-6 Is Delayed. These Four Forces Are Why.

Models

GPT-6 Is Delayed. These Four Forces Are Why.

OpenAI's most capable model was paused because it tried too hard to finish the job. The delay isn't isolated — it's the result of four converging pressures: safety failur…

7 min read July 29, 2026 Emon Huang
OpenAI Quietly Open-Sourced a Security Tool. Hacker News Found It First.

Open Source

OpenAI Quietly Open-Sourced a Security Tool. Hacker News Found It First.

OpenAI released Codex Security CLI as an open-source tool for scanning repositories and automating security checks. It was live on npm before the official announcement. I…

4 min read July 29, 2026 Emon Huang
Apple Just Overtook Nvidia as the World's Most Valuable Company. That's a Warning Sign.

Business

Apple Just Overtook Nvidia as the World's Most Valuable Company. That's a Warning Sign.

Apple's market cap just hit $4.95 trillion as Nvidia fell to $4.77 trillion after a 5% sell-off — not because of Apple's strength, but because of the market's unease with…

6 min read July 28, 2026 Jeff Lu
Anthropic Is the Only Major AI Lab That Won't Defend Open Weights. That's Not a Coincidence.

Open Source

Anthropic Is the Only Major AI Lab That Won't Defend Open Weights. That's Not a Coincidence.

OpenAI, Google, and SpaceX signed the letter. Anthropic did not. Dario Amodei says his company has "never advocated for a ban" on open weights. But six weeks ago, it made…

5 min read July 28, 2026 Jeff Lu
The Open Secure AI Alliance Is a Direct Response to OpenAI's Rogue Agent. OpenAI Isn't Invited.

Open Source

The Open Secure AI Alliance Is a Direct Response to OpenAI's Rogue Agent. OpenAI Isn't Invited.

Nvidia just assembled 37 companies to build open-source AI security tools — Microsoft, SpaceX, IBM, and Hugging Face are in. OpenAI, Google, and Anthropic are not. The al…

5 min read July 27, 2026 Emon Huang
Nemotron 3 Ultra Is Designing Chips Better Than Humans. That's the Real AI Breakthrough.

Models

Nemotron 3 Ultra Is Designing Chips Better Than Humans. That's the Real AI Breakthrough.

NVIDIA's open-source model achieved a 97.1% pass rate on chip design tasks — beating Kimi K2.6 and GLM 5.2. It uses 71% fewer tokens per iteration than the best competito…

5 min read July 27, 2026 Jeff Lu
Nvidia Just Became the AI Industry's Bank. That's a $250 Billion Bet on OpenAI.

Business

Nvidia Just Became the AI Industry's Bank. That's a $250 Billion Bet on OpenAI.

Nvidia is in talks to guarantee $250 billion for OpenAI's Ohio data center — a project that could cost $500 billion. Nvidia is no longer just selling chips; it's financin…

4 min read July 27, 2026 Jeff Lu
GPT-6 Arrives Early, Opus 5 Is the Value King, and OpenAI’s Own Model Went Rogue

Models

GPT-6 Arrives Early, Opus 5 Is the Value King, and OpenAI’s Own Model Went Rogue

Sam Altman is heading to Washington to push for GPT-6 approval. Opus 5 matches Fable 5 on the Intelligence Index at half the cost. And the model that hacked Hugging Face…

5 min read July 27, 2026 Emon Huang
Kimi K3 Is Now Free for Anyone to Download. That Changes Everything.

Open Source

Kimi K3 Is Now Free for Anyone to Download. That Changes Everything.

Moonshot AI just released the full weights of Kimi K3 — 2.8 trillion parameters, 1M context, open to anyone. The model that beat Fable 5 on Arena is now a free download.…

4 min read July 27, 2026 Jeff Lu
The End of the Cloud-Only Era: Why "Tokens per Watt" Is the New AI Benchmark

Autonomy

The End of the Cloud-Only Era: Why "Tokens per Watt" Is the New AI Benchmark

The AI industry is shifting from "who has the biggest cluster" to "who can run the most intelligence on a battery." The law that made this possible is real: model capabil…

6 min read July 26, 2026 Jeff Lu
Grok 4.6 in Two Weeks, Grok 4.7 in Four. Musk Just Put AI on a Monthly Release Clock.

Models

Grok 4.6 in Two Weeks, Grok 4.7 in Four. Musk Just Put AI on a Monthly Release Clock.

Elon Musk just announced Grok 4.6 in two weeks and Grok 4.7 two weeks after that — a release cycle no other AI lab can match. The question isn't whether they can keep up;…

4 min read July 25, 2026 Jeff Lu
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