DeepSeek Flash 1017: API Changes, Pricing and Benchmarks
DeepSeek Flash 1017 keeps API prices unchanged and raises reported coding scores. Check model aliases, peak rates and benchmark caveats before upgrading.
EyesTech: Frontier AI, Silicon & Defence Technology
Independent analysis, benchmarks, and field intelligence on AI models, chips, computing, and defence systems.
Fish Audio Drama 3 Local Setup and VRAM Requirements
Fish Audio Drama 3 needs 48 GB VRAM on the documented FP8 path. Compare int4 weight savings, runtime API limits and local setup before downloading.
How to Install VoiceStudio for Local AI Speech
Install VoiceStudio on Windows, Apple Silicon or Linux. Check Electron packages, 10 GB disk guidance, engines and local API settings before you start.
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.
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.