Do My Stats Team

1235 posts
China Sphere Capability Gap, Q2 2026 Update: Five Labs, Five Strategies, One Narrowing Frontier

China Sphere Capability Gap, Q2 2026 Update: Five Labs, Five Strategies, One Narrowing Frontier

Five Chinese labs launched frontier-tier models within four weeks, closing capability gaps and reshaping the AI landscape amid cost and licensing advantages.
The Regulatory Vacuum.

The Regulatory Vacuum.

Google disclosed a zero-day vulnerability exploited by threat actors on May 11, 2026, but regulatory frameworks remain absent, raising security and policy concerns.
The Machine Economy — Capital-Heavy, Human-Light, Trading With Itself

The Machine Economy — Capital-Heavy, Human-Light, Trading With Itself

Analysis of the emerging machine economy where AI-driven firms operate with minimal human involvement, reshaping markets and economic structures.
Three Public Vulnerabilities. Chained.

Three Public Vulnerabilities. Chained.

A series of three chained vulnerabilities led to a supply-chain attack on TanStack npm packages, exploiting public research published over a year ago.
The Anthropic IPO Disclosure Document: What the S-1 Has to Say Before October

The Anthropic IPO Disclosure Document: What the S-1 Has to Say Before October

Anthropic’s upcoming S-1 disclosure document will reveal financials, revenue recognition practices, and risks ahead of its October IPO on Nasdaq.
ShinyHunters · The New APT Model.

ShinyHunters · The New APT Model.

ShinyHunters has evolved into a new operational model, combining AI-enabled capabilities, a collective structure, and scalable monetization, redefining threat landscapes.
The Roblox Cheat That Broke Vercel.

The Roblox Cheat That Broke Vercel.

A Roblox auto-farm script downloaded by an employee led to a two-month breach of Vercel, exposing customer credentials across multiple platforms.
The OAuth Permission Apocalypse.

The OAuth Permission Apocalypse.

A widespread OAuth permission misconfiguration is causing major supply chain breaches in 2026, with broad implications for enterprise security.
The Defender’s Counter-Cascade.

The Defender’s Counter-Cascade.

Google discloses first real-world AI-driven zero-day exploit, highlighting deployment gaps in AI security defenses amid advanced capabilities.
The Compounding Error Problem — Why 99.9% Alignment Decays to 60% in 500 Generations

The Compounding Error Problem — Why 99.9% Alignment Decays to 60% in 500 Generations

Analysis of how small per-generation alignment errors compound rapidly, risking significant decay in AI safety across recursive self-improvement cycles.