Qwen 3.8 Omni Flash vs Gemini 3.8 Flash: Benchmark Teardown
Qwen3.8-Omni-Flash beats Gemini 3.8 Flash on WildClawBench (71.0 vs 58.9) and AliMeeting (89.7 vs 37.1) at 4.2x lower video cost. Read our full teardown.
Prithu Vardhan Mishra Founder & Lead Systems Analyst
Prithu Vardhan Mishra is the Founder and Lead Systems Analyst at EyesTech. He leads technical research and editorial investigations across frontier AI models, LLM deployment economics, semiconductor silicon, and aerospace defence technologies. His work focuses on independent benchmarking, real-world agent harness testing, and tactical electronic warfare systems.
Google Just Changed How Its Managed Agents Work
Google updates Gemini managed agents with the Antigravity harness: cutting 40% of output tokens, boosting cache hits by 16%, with new Files & Credentials APIs.
Gemini 4.0 Architecture: Inside the Argon Leak & TPU 8t
Google DeepMind’s Gemini 4 features a 256k output limit, 2.4-min adaptive reasoning, and TPU 8t Virgo scaling. Full systems audit of the leaked argon checkpoint.
Reasoning Token Costs: When Test-Time AI Pays Off
Reasoning token cost decides whether test-time AI is an upgrade or an expensive reliability problem. This audit gives engineering teams…
The 890-Byte Collapse: Inside DeepSeek-V4.1-Flash’s Asymmetric CED Architecture & The Death of the Pro Tier
At 11:40 AM on September 10, 2026, DeepSeek dropped what may be the most consequential architectural disruption of the post-transformer…
The $60 Billion Silicon Pact: Inside Qualcomm × AWS’s Decade-Long Bet to Rewire AI Inference Economics
Executive Systems Briefing On September 8, 2026, Qualcomm Technologies and Amazon Web Services formalized a multi-generational silicon pact carrying a…
The $75 Billion Breakout: Inside DeepSeek’s Critical CVE-2026-82533 Sandbox Escape and the STAR Market IPO Rush
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.
Apple A20 Pro 2nm Architecture Deep Dive: Can the 32-Core Neural Engine Run 3B–7B Models On-Device?
An architectural teardown of Apple’s A20 Pro 2nm GAAFET silicon: testing the 32-core Neural Engine, 65.2 GB/s memory bandwidth wall, copper vapor chamber thermals, and iOS Jetsam limits running 3B to 7B LLMs on-device.
Meta Muse Is Here: Why Zuckerberg’s WhatsApp Agent Puts OpenAI and Google on Notice
Meta has launched Muse, powered by closed-weights Muse Spark 1.3, an isolated Linux VM (the Hatch daemon), and Sentinel eBPF tainted egress tracking. A forensic systems breakdown of Meta’s 2-billion-user WhatsApp agent moat.
Astra Is Not AGI: Inside Jensen Huang’s 100K Blackwell Claim, the Abilene Power Wall, and the Benchmark Gap
Nvidia CEO Jensen Huang declared that ‘AGI has arrived’ with GPT-6 Astra trained on ~100K+ Grace Blackwell NVL72 in Abilene, Texas. Here is why the claim falls apart under ARC-AGI 3 benchmark audits and the 786 MW substation power wall confronting the 400K GPU expansion.