Quick Answer · Featured Snippet Target What is PrismML Ternary Bonsai 2 27B? It is a 1.76-bit…
Hardware & Local AI
10 Articles in this Category
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.