Locally installs and tests cua-s1-forms, a small, jev-like one-pass option scorer for GUI form filling.
Bonsai 2 27B compresses Qwen3.8-27B from ~54 GB FP16 to ~6 GB using ternary weights, retaining ~98.2% of aggregate benchmark performance per PrismML.
Locally installed Realtime-Venus demonstrates proactive audio-visual interaction, asynchronous delegation, and interruption-aware full-duplex dialogue capabilities.
Qwen 3.8 Flash-Next ran on Halogen Flash Server via 72 coding jobs across OpenCode, dsh, and Pi harnesses on a 128 GB Strix Halo system.
Compares Bonsai 2 against Qwen 3.5 9B, Qwen 3.6 35b-a3b and Bonsai 1 using Bob-Bench scores on 8GB VRAM configurations.
Installs and compares Swift-Qwen3.8-27B with Original Qwen to evaluate whether the claim of fewer thought tokens holds true.
Evaluates Claude Code, OpenCode and native Inferencer using Qwen4 Exp on Mac Studio M3 Ultra via Tic-Tac-Toe generation, modifications, image inferencing and token usage comparisons.
Demonstrates configuring llama.cpp flags to achieve two to three times faster local large language model inference performance.
Demonstrates combining vibe coding with rigorous specifications through iterative refinement passes before implementing the Dust to Dominion game using an LLM to generate 100% of the code.
Covers AI pacing debate, Claude Cowork merge, Gemini Notebook study tools, Siri AI launch, Qwen3.8 Omni Flash, Meta One subscription, and UBTECH robot factory updates.
Video share in the last 90 days for models grouped by estimated RAM needed at 4-bit quantization.