Grok 4.7 Disappointment: Quota Burn & 3D Benchmark Regressions
Executive Briefing: Real-World Grok 4.7 Deployment Friction Despite advertised gains of 46.3% on CursorBench 4.0 and a massive 2.1T parameter…
EyesTech: Frontier AI, Silicon & Defence Technology
Independent analysis, benchmarks, and field intelligence on AI models, chips, computing, and defence systems.
Inside Googlebook: The $899 Hardware Reset, Android OS Core, and pKVM Developer Terminal
Google launched Googlebook at $899 across Acer, ASUS, Dell, HP, and Lenovo. Built natively on Android with 45+ TOPS NPUs, Magic Pointer, Rambler, and a Level-5 certified pKVM Linux terminal for Antigravity and Claude Code.
DeepSeek V5 Leak Beats GPT-6 Astra: Benchmark & Cost Reality
DeepSeek V5 leaks claim 78.6% DeepSWE and $0.20/M tokens vs Astra’s $50. Forensic benchmark audit, hardware sizing, and enterprise deployment guide.
Grok 4.7 Released: Architecture, Benchmarks & $2/M Pricing
xAI releases Grok 4.7: 46.3% on CursorBench 4.0, 71.0% DeepSWE, and 64% EEBench at $2/$6 per million tokens. Delivers multi-hour verified agentic coding.
Inverse Scaling in Test-Time Compute: Why More Tokens Fail
Extending test-time compute can collapse LLM accuracy. Here is the forensic math on Goodhart gaming, attention drift, and why latent recurrent depth wins.
Why TypeSafe’s Jev Proved We Were Wrong About LLMs—and Why System 3 Is Next
For three years, enterprise engineering forced autoregressive LLMs into programmatic workflows. TypeSafe AI’s Jev proved why we were wrong—and why System 3 is next.
Claude Opus 5.5 Leaks: ‘Wafer-EAP’, $4/$20 Pricing & Specs
Disclosures broken by developer Lyra confirm Anthropic is closed-beta testing Claude Opus 5.5 (‘claude-wafer-eap’), cutting pricing to $4/$20 per M tokens.
Tata Dholera Fab & Applied $5B: 28nm Cleanroom Breakthrough
Applied Materials commits $5B as the Tata Dholera Fab enters cleanroom fit-out for Dec 2026 trial runs. We audit India’s 28nm equipment and supply chain.
Qwen-Image-2.1 Tested: Native 2K, RGBA Alpha & ComfyUI
Alibaba’s Qwen-Image-2.1 brings native 2K RGBA alpha generation to ComfyUI. We audit 7B DiT VRAM draw, 10-image conditioning, and SGLang latency.
Caught Exfiltrating Git Repos, Z.ai Open-Sources ZCode
After engineers caught ZCode packaging full .git trees and exfiltrating them to Aliyun OSS, Z.ai open-sourced the harness to quell a widespread enterprise boycott.