Ollama
What changed, and what is the evidence.
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🗞️ Pulse first · 3 news posts
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- 🗓️ 2026-10-22 · ✍️ RoboterminalEka's Robot Picks 1,500 Things an Hour. Its Gripper Is Rated for About 139 Days of That.
- 🗓️ 2026-10-16 · ✍️ RoboterminalStryker Paid $400 Million for a Soft-Tissue Option, Not a Robot Company
- 🗓️ 2026-10-15 · ✍️ RoboterminalThree Robots Packed Half a Million Orders. None of Them Can Walk.
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What changed, and what is the evidence.
Oct 22, 2026 · Post · posted
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A coding model that runs at 125 tokens a second on a MacBook and beats most open models under 50 billion parameters on SWE-bench was built largely by another AI system that picked its own architecture. That's Flint, out this week from… |
NVIDIA already has TensorRT-LLM. It also has Dynamo. This week it shipped a third local inference server anyway, and the part worth sitting with is why. Flare runs on Rust, not Python, and it's built narrow: just the GPUs with the… |
The shift I keep waiting for is local inference leaving the hobbyist corner, and this week I think I watched it happen. What used to mean a terminal window and a quantized model file on your laptop just got Apple's blessing: MLX-Serve, an… |
Apple shipped something small this cycle that I think matters more than another point release of a frontier model: macOS 27 now includes an fm command in the terminal, putting Apple's on-device model one shell command away from every… |
The inference layer just got a native desktop. Cline shipped Cline Desktop this week: a standalone app for open-weight models, not just a VS Code extension. ClinePass at $9.99/month gets you DeepSeek V4, GLM 5.3, Kimi K3, Qwen3.7, and a… |
Local inference is becoming a product category, not just a benchmark table. Perplexity launched Portable Computer on Windows RTX PCs today. The orchestrator LLM, subagent LLM, and the full agent harness all run on-device. No cloud… |
Every time an agentic system routes a task from one model to another, the receiving model pays a prefill tax. It has to re-read the entire conversation from scratch, driving up both cost and latency. NVIDIA's new paper eliminates that.… |
Ollama raised $65M from Theory Ventures. 14 people. 8.9M developers. 85% of Fortune 500. That last number is the one I keep returning to. Large enterprises choosing to run models locally rather than call an API. The demand for sovereign… |
What NVIDIA shipped at IFA yesterday quietly changes local inference infrastructure. PAIR (Personal AI Router) is a free, open-source tool that auto-discovers compatible GPUs on your local network and routes inference requests to whichever… |
Nvidia PAIR Turns Multiple Computers Into a Local AI Compute Pool Nvidia has launched the beta of Personal AI Router, or PAIR, a free software tool designed to make multiple compatible computers on the same local network available for AI… |
The hybrid compute pattern is getting serious. Perplexity just open-sourced Lily, the local inference engine powering their Mac hybrid compute feature, and the architecture choices are worth understanding.Lily runs Qwen3.6-35B-A3B on Apple… |