Quick Answer · Featured Snippet Target What is PrismML Ternary Bonsai 2 27B? It is a 1.76-bit…
Hardware & Local AI
Silicon architectures, VRAM requirements, GPU benchmarks, Apple Silicon unified memory, and local LLM deployment.
Goldman Sachs identifies 42 Indian AI Enabler stocks up 60% YTD vs Nifty -12%. Deep-dive: exact order books, sector layer performance (40-80%), government policy stack, and structural vulnerabilities.
On September 17, 2026, Z.ai (Zhipu AI) revealed the first empirical, production-grade milestone of Recursive Self-Improvement (RSI):…
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.
NVFP4 vs FP8 on Blackwell, fact-checked: block-16 scaling, measured speedups, quality limits, mixed-precision recipes and a reproducible acceptance test.
Forensic TCO audit: H100 GPU rental fell from $8.50 to $3.99/GPU-hr by September 2026. AWS p5.48xlarge costs $55.04/hr list but $9.85+/GPU-hr all-in after egress, FSx, VPC fees, and enterprise support taxes. Full break-even math, InfiniBand MFU comparison, and GPU MSA negotiation playbook — by Pooja Iyer, EyesTech Systems Lab.
55+ verified benchmarks on AI inference cost, latency, GPU cluster failure rates, and memory bandwidth walls. Download raw 2026 telemetry data.
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.
Leaked specifications and canary tests for xAI’s upcoming Grok 4.7 disclose a 2.1T parameter MoE architecture, supplemental pre-training on SpaceX telemetry, Pareto dominance over Claude Fable on CursorBench, and the physical limits of the 200,000-GPU Colossus supercluster.
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.