A collection of 32 posts
Muse Spark is Meta's first proprietary, closed model — built by Meta Superintelligence Labs. What it is, the 1.1 paid API, benchmarks, pricing, and how it compares.
A neutral, sourced deep-dive on GPT-5.6 Sol Ultra — its multi-agent mode, benchmarks, cost, and how it compares with Claude Fable 5 and the frontier at peak.
A neutral, source-led comparison of OpenAI GPT-5.6 (Sol, Terra, Luna) and Anthropic Claude Fable 5: pricing, intelligence and coding benchmarks, cost per task, and which to use.
Grok 4.5 is xAI's new Opus-class model — faster, more token-efficient, and lower cost. Specs, pricing, and how it compares to Claude Opus and GPT.
Anthropic's agentic mid-tier Claude Sonnet 5 vs OpenAI's flagship GPT-5.5: benchmarks, pricing, and when to use which for agents and reasoning.
Claude Sonnet 5 is the agentic mid-tier workhorse; Opus 4.8 is Anthropic's reasoning flagship. When to use which by workload, cost, and speed.
Anthropic's most agentic Sonnet yet, launched June 30, 2026. Full benchmark table, real pricing (including the tokenizer catch), availability, and honest verdicts vs Sonnet 4.6, Opus 4.8, GPT-5.5 and Gemini.
OpenAI's GPT-5.6 family — Sol, Terra, and Luna — explained: tiers, pricing, the new max and ultra reasoning modes, preview benchmarks, the government-restricted rollout, and what teams building AI agents should prepare.
OpenAI is retiring the gpt-3.5-turbo API on October 23, 2026. Here are the exact shutdown dates, what replaces GPT-3.5, and how to migrate before it's gone.
Claude Fable 5 is back online as of July 1, 2026, after the U.S. lifted its export-control order. Here's what changed, how Anthropic brought it back, and how to access it.
Anthropic's first publicly available Mythos-class model, released June 9, 2026. Third-party benchmarks, pricing, context window, availability, the safety reroute to Opus 4.8, and how it compares to GPT-5.5 and Gemini 3.5.
Google's Gemini 3.5 Live Translate is a new audio model for continuous speech-to-speech translation in 70+ languages. Here's how it works, where it ships, and how to build with it.
H Company's Holo3.1 family brings computer-use agents to local and on-device inference with quantized checkpoints and four model sizes. Here's what shipped and how to deploy it.
A practical 2026 comparison of Kimi K2.6, GPT-5.5, and Claude Opus 4.8 on coding benchmarks, reasoning, pricing, and self-host economics — plus which to pick by use case.
A practical 2026 comparison of faster-whisper, whisper.cpp, and OpenAI's reference Whisper — speed, VRAM, accuracy, and which local speech-to-text runtime to pick for your hardware.
Install and run OpenAI Whisper's largest model locally for private, offline transcription — VRAM requirements, pip and Apple Silicon setup, faster-whisper, and quantization.
Anthropic Mythos is the frontier preview model unveiled April 7, 2026: stronger than Opus 4.7 on math and security, withheld from public release, shipped only via Project Glasswing to ~50 defensive-security partners.
Claude Mythos, Opus 4.7, and GPT-5.5 shipped within three weeks of each other in April 2026. We break down which frontier model wins on coding, reasoning, vision, cost, and which one your team should actually pick.
Alibaba's Qwen 3.7 Max launched May 20, 2026 with a 1M-token context, native extended-thinking mode, and benchmark wins on SWE-Pro and Terminal-Bench. Here's how it compares to Claude Opus 4.7, GPT-5.5, Gemini 3.5 Flash and DeepSeek V4, what it costs on DashScope, and when to pick it.
Google dropped Gemini 3.5 Flash and Gemini Spark at I/O 2026. A frontier-grade Flash model that outruns 3.1 Pro, and a persistent personal agent built on top of it. Here's what shipped, what's rumored, and where it fits next to Claude Opus 4.7 and GPT-5.5.
A practitioner's roundup of every AI model release that mattered in May 2026 — Anthropic Mythos, Gemini 3.5 Flash, Qwen 3.7 Max, Mistral Medium 3.5, ERNIE 5.1, and Subquadratic's 12M-token SubQ. Benchmarks, pricing, availability, and what to actually use.
Baidu's ERNIE 5.1, released May 8 2026, became the first Chinese LLM in the global Search Arena top 5. Here's what it does, how it compares to DeepSeek V4 and Qwen, and when teams outside China should actually use it.
Every major LLM and AI tooling release in May 2026 — Qwen 3.7-Max, DeepSeek V4-Pro permanent pricing, Gemini 3.5 Flash, Composer 2.5, Grok Build, Cherry Studio 1.9.6, Ollama 0.24, and what's still rumored.
The xformers `Could not load library libcuda.so` error almost always traces to a missing symlink, wrong LD_LIBRARY_PATH, or a CUDA/wheel version mismatch. Here is a step-by-step debug guide with the exact commands.
Qwen 3.6 is shipping with open weights today. Qwen 3.7-Max was announced May 20 with previews live but no weights yet. A grounded side-by-side.