Analysis of the emerging machine economy where AI-driven firms operate with minimal human involvement, reshaping economic structures and raising governance questions.
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The Roblox Cheat That Broke Vercel.
A Roblox auto-farm script downloaded by an employee exploited OAuth trust, leading to a major breach at Vercel in April 2026. Investigation ongoing.
The OAuth Permission Apocalypse.
An analysis of the ‘Allow All’ OAuth permission pattern as a major security risk in enterprise environments, likened to SQL injection’s historical dominance.
The Defender’s Counter-Cascade.
On May 11, 2026, Google disclosed the first confirmed use of an AI-built zero-day exploit, highlighting the deployment gap in AI-driven cybersecurity defenses.
The Compounding Error Problem — Why 99.9% Alignment Decays to 60% in 500 Generations
Research shows that 99.9% alignment accuracy degrades to 60% after 500 generations, raising concerns about recursive self-improvement and safety.
One-idea-per-email drip platform for developer onboarding
A developer-relations startup is testing a drip email platform focused on one technical idea per message to improve onboarding activation rates.
The 90-Day Window Closed. Nobody Sent a Notice.
The 90-day window for responsible vulnerability disclosure has effectively ended without any notices from vendors, raising concerns about security risks.
732 Bytes to Root. One Hour of Scan Time.
A new Linux kernel vulnerability, CVE-2026-31431, allows root access with a 732-byte script, discovered in just one hour by Theori’s AI system.
The Skills Marketplace, Six Months Later: Predicted vs Actual
An analysis of the skills marketplace six months after predictions, highlighting confirmed developments, structural complexities, and future outlooks.
The Compute Concentration Audit: When Sovereign Wealth Funds Notice Three Companies Own the Frontier
Global regulators are investigating the concentration of cloud infrastructure among AWS, Azure, Google Cloud, and Meta, impacting AI development and investment strategies.