AI News
Hugging Face’s $399 Microduck Is a Big Deal for Physical AI
Hugging Face’s $399 Microduck pairs a 25 cm biped with open reinforcement-learning software. Here is why cheap, recoverable failure could matter for physical AI.
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Author: Curtis Pyke
A.I. enthusiast with multiple certificates and accreditations from Deep Learning AI, Coursera, and more. I am interested in machine learning, LLM's, and all things AI.
AI News
No Nvidia Required? What GLM‑5.3‑Flash’s Chinese-Chip Run Actually Proves
Z.ai says every Ox Alpha preview request ran on domestic accelerators. The achievement is meaningful—but it proves inference sovereignty, not training independence or Nvidia-beating economics.
AI News
GLM‑5.3‑Flash Review: Price, Benchmarks and Five Real Tests
Z.ai’s 320B/18B-active open-weight model passed all five tasks in our small signed-out browser suite. Here is what that proves—and what it still does not.
AI News
ChatGPT Business Premium Seats: Price, Limits, and Who Should Upgrade
ChatGPT Business Premium is a $100 annual-plan or $125 monthly higher-capacity seat. This evidence-led guide explains its real limits, team costs, billing rules, and who should upgrade.
AI News
Mac mini or Mac Studio for Local AI? From a $899 M6 to the 512GB M5 Ultra
The definitive pre-release guide to Apple’s M6 and M5 Pro Mac mini and M5 Max and M5 Ultra Mac Studio for local LLMs, image generation and AI agents.
AI News
Mac Studio for Local AI: Which M5 Max or M5 Ultra Should You Buy?
Which M5 Max or M5 Ultra Mac Studio is best for local AI? We compare memory, realistic LLM capacity, image and video generation, pricing, and the 512GB model arriving in October.
AI News
The 64GB M5 Pro Mac mini Can Fit a 70B LLM—but AI Video Buyers Should Buy the Mac Studio
The 64GB M5 Pro Mac mini is a rare compact computer that can hold some 70B-class LLMs at 4-bit quantization. That does not make it the best Apple desktop for every AI workload. At $3,199, a top mini runs directly into a 64GB M5 Max Mac Studio with twice the GPU cores and twice the memory bandwidth. Here is the configuration math, the software reality, and the honest buying advice.
AI News
OpenAI Jalapeño vs Nvidia GB300: What the 104× Benchmark Claim Really Means
OpenAI reports Jalapeño delivered up to 104.3× GB300’s throughput per kilowatt at matched latency. Here is what the benchmark proves—and what it does not.
AI News
The $899 M6 Mac mini Isn’t the AI Mac Apple Benchmarked
Apple is pitching the M6 Mac mini as an always-on agentic computer. Its compact design and unified memory make sense for local AI, but Apple’s strongest disclosed LLM test used 32GB, not the $899 model’s 16GB. Here is the evidence, the likely real-world fit, and the configuration to buy.
AI News
Codex for Sales: The Living Field Guide to Agentic Revenue Work
The Living Field Guide to Agentic Revenue Work Version: 0.1.2 Accurate as of: 2026-08-24 (America/Vancouver) Status: PUBLIC EDITORIAL GUIDE — PB-02 CANDIDATE…