NVIDIA OpenShell and Sentry: Agent Safety Boundaries
OpenShell mediates agent access; Sentry adds an out-of-band hardware watchdog. NVIDIA describes quarantine in milliseconds, not a verified 850µs result.
EyesTech: Frontier AI, Silicon & Defence Technology
Independent analysis, benchmarks, and field intelligence on AI models, chips, computing, and defence systems.
Huawei openPangu-2.0 Opens Its Ascend Training Stack
Huawei opens pretraining, SFT and RL code for openPangu-2.0. Explore the 92B examples, Ascend dependencies and what missing datasets mean for developers.
OrcaSAQ-2 27B Puts a Coding Model in a 12GB Checkpoint. Can It Keep Its Judgment?
OrcaSAQ-2 shrinks a 27B coding model to about 12GB. We examine its fidelity results, agent benchmarks, and the practical limits of running it on a 16GB GPU.
Why Elon Musk and Logan Kilpatrick Put a 2027 Deadline on Autonomous Companies
Why 2027? Chaining GPT-6 Astra or Opus 5.5 into revenue loops burns more compute than it earns. Inside Logan Kilpatrick’s laws of expansion and agent profit margins.
Alibaba Open Code Review: Hybrid AI Tool, Real Limits
Alibaba’s open-source code reviewer combines deterministic checks with an LLM agent. See what its CLI does, where independent accuracy evidence is missing, and how to test it safely.
TRAI Recharge Rules: Voice-Only Plans and Validity
TRAI requires more voice-and-SMS-only vouchers with reduced tariffs. Its September amendment does not abolish every 28-day plan or guarantee annual savings.
Agnikul Secures ₹200 Cr for Agnibaan RLV & Mission-02
The global small-satellite launch sector is colliding with an unforgiving economic reality: rideshare economics are crushing dedicated launch vehicles on…
DRDO Signs Landmark Quantum Deal with Zero mK India
DRDO signs a ₹500 Cr TDF deal with Zero mK India for 20 mK dilution refrigerators. Here is how Shunya 0X breaks import reliance for sovereign quantum computing.
Gemini 4.0 Checkpoint: Benchmark Scores & Multi-Modal Audit
Google’s Gemini 4.0 Argon checkpoint leads LMSYS at 1528 Elo, hitting 88.4% on MMMU-Pro and 74.2% on SWE-bench. Here is our forensic systems breakdown.
Google Is Just One Model Away from Ruling Video Generation with Google Vids
Google Vids has the Workspace reach to make AI video mainstream. Our 40-second test shows the model gaps Google still needs to close.