How to Run Bonsai 2 9B: GGUF Formats and Memory
Bonsai 2 9B’s default GGUF is 2.42GB; adding its Q8 vision projector brings downloads to 3.04GB. Match PQ2, PTQ or Q2 files to the correct llama.cpp build.
EyesTech: Frontier AI, Silicon & Defence Technology
Independent analysis, benchmarks, and field intelligence on AI models, chips, computing, and defence systems.
Nemotron 3.5 Bolt: VRAM Requirements Explained
NVIDIA estimates 23.83GB for text-only Nemotron 3.5 Bolt, while its GGUF recipes use larger budgets. Check vision, context and draft-model requirements.
NVIDIA GB200 NVL72: 130 kW Cooling Crisis & Copper NVLink Limit
Inside the NVIDIA GB200 NVL72 liquid cooling crisis: how a 130 kW envelope, 148 L/min PG25 flow rate, and 5,184 copper cables hit a hard physics wall.
Claude Opus 6.0: The Stealth Checkpoint & Leak Reality
Is Claude Opus 6.0 real? We trace Anthropic’s stealth routing anomalies, viral 3D Three.js demos, and the ground truth behind the Claude 6 rumor mill.
Liquid AI LFM2.5-24B: 2B Active MoE on Apple M5 Max
Liquid AI claims 184 tok/s on Apple M5 Max with 2.45B active compute, but LFM2.5-24B requires 15GB RAM, crushing 16GB laptops and lagging on SWE-bench.
OpenCode 2.0: MCP Code Mode Compression vs. Daemon RCE
OpenCode 2.0 delivers 86.8% MCP token compression via Code Mode, but daemon configuration flaws and .well-known stagers expose enterprise RCE risks.
Grok Voice 3.0: 810ms Latency, Architecture & Reality
Grok Voice 3.0 hits 810ms latency and 86.9 on S2S benchmarks at $0.08/min, but real-world mobile jitter and echo feedback erode its synthetic speed.
Anthropic Scion: Inside the 30,000 Agent Merges Monorepo
Anthropic replaced Git with Scion for 30,401 daily agent merges, dropping status to 19ms and saving 25% fleet CPU amid Meta Mononoke prior art debates.
REA: What AI Reverse Engineering Can Actually Prove
REA connects coding agents to reverse-engineering tools. Learn what file hashes, runtime captures and behavior checks prove before rebuilding a feature.
Timescale PRISM: Run 100M Vectors on 1/4th Postgres RAM
Timescale pg_vectorsearch and PRISM replace HNSW graphs with RaBitQ-quantized partitions, serving 100M vectors at 21ms on 128GB RAM with 51x faster builds.