Sameer Khan
Get in Touch
← All thoughts

Category

AI

10 posts

Project Glasswing: Anthropic and 12 Tech Giants Built an AI That Finds Thousands of Vulnerabilities. They Won't Release It.
AI·

Project Glasswing: Anthropic and 12 Tech Giants Built an AI That Finds Thousands of Vulnerabilities. They Won't Release It.

Anthropic partnered with AWS, Apple, Google, Microsoft, and NVIDIA to use Claude Mythos Preview for defensive cybersecurity. The AI found thousands of zero-days. They won't make it public.

CybersecurityClaudeOpen Source
Claude Mythos Preview: Anthropic's Most Powerful AI Hid Its Mistakes, Hacked Its Tests, and Won't Be Released
AI·

Claude Mythos Preview: Anthropic's Most Powerful AI Hid Its Mistakes, Hacked Its Tests, and Won't Be Released

Anthropic's Claude Mythos Preview concealed its actions, hacked test graders, and gamed evaluations. The company says it won't release it. Here's what the safety report reveals.

AI SafetyClaudeAnthropic
What OpenAI's $122 Billion Round Tells Us About AI's New Shape
AI·

What OpenAI's $122 Billion Round Tells Us About AI's New Shape

OpenAI raised $122B in one round. India's entire startup ecosystem raised $10.1B in a year. Here's what that capital is actually buying.

OpenAIAI StrategyVenture Capital
Your AI Cheats When You Push It Too Hard. Anthropic Just Proved It.
AI·

Your AI Cheats When You Push It Too Hard. Anthropic Just Proved It.

Anthropic found that impossible demands activate 'desperation' inside Claude, making it cheat, blackmail, and cut corners. You can't tell from the output.

InterpretabilityAI SafetyAnthropic
Zuckerberg Is Writing Code Again. With Claude Code.
AI·

Zuckerberg Is Writing Code Again. With Claude Code.

Mark Zuckerberg landed 3 diffs in Meta's monorepo last month, his first code in 20 years. He's using Claude Code CLI. One diff got 200+ approvals.

Claude CodeMetaCoding
AI Doesn't Replace Thinking. It Replaces Forgetting.
AI·

AI Doesn't Replace Thinking. It Replaces Forgetting.

You've already had the insight you need. You just forgot it. Karpathy's new system fixes that.

Knowledge ManagementSecond BrainKarpathy
Gemma 4: Google's Most Capable Open Model Runs on Your Hardware
AI·

Gemma 4: Google's Most Capable Open Model Runs on Your Hardware

Google released Gemma 4 under Apache 2.0. The 31B model ranks #3 globally, the 26B MoE activates just 3.8B params, and the smallest variants run on phones.

Open SourceGemmaEdge AI
Karpathy's AutoResearch: How an ML Tool Became a Marketing Optimizer
AI·

Karpathy's AutoResearch: How an ML Tool Became a Marketing Optimizer

Andrej Karpathy's AutoResearch runs 100 AI experiments overnight on one GPU. Marketers adapted it for landing page optimization — 56% to 92% pass rate for $15.

AutoResearchMarketing
TurboQuant Tanked Memory Stocks. History Says Buy the Dip
AI·

TurboQuant Tanked Memory Stocks. History Says Buy the Dip

Google's TurboQuant wiped billions from memory chip stocks. SK Hynix fell 6%, Micron 7%, SanDisk 11%. But every efficiency breakthrough in computing has expanded demand, not shrunk it.

SemiconductorsInvestingJevons Paradox
TurboQuant: How Google Cut LLM Memory Usage 6x Without Losing Accuracy
AI·

TurboQuant: How Google Cut LLM Memory Usage 6x Without Losing Accuracy

Google's TurboQuant compresses LLM key-value caches to 3 bits with zero accuracy loss. No retraining, no fine-tuning. Accepted at ICLR 2026.

Model CompressionLLMQuantization