Google updates Gemini managed agents with the Antigravity harness: cutting 40% of output tokens, boosting cache hits by 16%, with new Files & Credentials APIs.
Forensic investigation into DeepSeek’s unit economics: why no Western cloud could match the pre-August $0.28 price, why DeepSeek temporarily hiked rates on August 16 after an 8-trillion-token surge, how V4.1-Flash’s 890-byte CED attention enables Western startups to hit $0.66 profitably today, and why American Big Tech hyperscalers charge a 4,000% markup to service legacy debt.
OpenAI has paused new sign-ups and upgrades for the $200/mo ChatGPT Pro tier as power users leveraging the 20X token capacity multiplier on GPT-6 Astra burn through 15M to 30M reasoning tokens per month, creating up to a -$1,240/month deficit per seat.
A technical audit of Anthropic’s Claude Code vulnerabilities CVE-2026-21852 and CVE-2025-59536. We dissect pre-trust Base URL credential exfiltration, SessionStart hook code execution, Linux plaintext token leakage, and introduce a 4-tier eBPF zero-trust isolation blueprint.
Executive Systems Briefing On September 8, 2026, Qualcomm Technologies and Amazon Web Services formalized a multi-generational silicon…
A forensic systems audit of DeepSeek Harness CVE-2026-82533: how a CVSS 9.4 Host-header spoofing flaw enables autonomous agent sandbox escapes, audited against DeepSeek’s $75B STAR Market IPO rush and US distillation crackdowns.
An early-access Astra video shows stronger coding, 3D, multimodal and computer-use performance—but also weak UI judgment, slow execution and unreliable agent status.
Anthropic sells Claude Max 20x for $200/month, but the claim is only relative to Pro per five-hour session. We trace the missing baseline, user reports, and weekly-limit change.
Anthropic says Claude Code limits rise 25% on September 14—but from today’s temporary 50% boost, users get about 17% less. Here’s the math, Colossus context and what changes.
OpenAI is ending its direct model relationship with Cursor after Elon Musk’s SpaceX acquired the AI coding…