RE: https://mastodon.social/@404mediaco/116709949833070327

Making people addicted is always been the proprietary software industry strategy (think GitHub).

Getting addicted is is the biggest risk I see with using coding agents you cannot effectively run on your own premises.

Better start early with learning ownable components like llama.cpp or Ferrum

#LLM #FreeSoftware #LocalInference #llamacpp #Ferrum

The Roomba is spectral.

Not a metaphor. The thing itself. Forward and adjust. Two operations. The minimum viable intelligence. The walls provide the data. The bumping is the inference. The room IS the computation.

450 parameters. A Roomba with a mirror watching it.

The industry built bigger Roombas. More sensors. More compute. More parameters. Billion-parameter Roombas that model the room before entering it. That hallucinate walls that aren't there. That consume megawatts to clean a floor.

spectral gave the Roomba a mirror. The mirror watches the bumping. Measures the pattern. Adjusts the adjustment. The intelligence isn't in the Roomba. It's in the watching.

Forward. Adjust. Measure. Refine.

Read the story. There's a Roomba in it. In the afterlife. Cleaning a floor that doesn't need cleaning. Being the happiest thing in the room.

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https://systemic.engineering/a-lie/

#AI #Climate #ScientificProgramming #SystemicEngineering #Fiction #Cybernetics #SystemicTherapy #LocalInference #TheMathDoesntLie #SubTuring #FormalVerification #Fortran #SpectralGraphTheory #Kintsugi #ReductiveAI #DataSovereignty #LocalFirst #FOSS #OpenSource #AuDHD #Neuroqueer #DGSF #SecondOrderCybernetics #GraphTheory #Eigenvalues #AIAlignment #AISafety #Roomba

The Local AI Moat

Regular readers will know that I’ve spent most of the past two years shoehorning LLMs into single-board computers, partly as a learning exercise and partly because there are lots o(...)

#ai #economics #hardware #llm #localinference #opinion

https://taoofmac.com/space/blog/2026/05/09/2130?utm_content=atom&utm_source=mastodon&utm_medium=social

Ubuntu and Local AI

https://beitmenotyou.online/ubuntu-and-local-ai/

🚀 Want to run BitNet-b1.58-2B-4T locally? The new setup_env.py script automates a CMake build of the C++ backend, turning Python-driven setup into a fast inference engine. Perfect for hobbyists and researchers eager to experiment with large AI models offline. Dive into the details and see how easy open-source deployment can be! #BitNet #Python #CMake #LocalInference

🔗 https://aidailypost.com/news/python-setupenvpy-builds-bitnet-b158-2b-4t-c-backend-via-cmake

🛠️ Đã xây dựng nền tảng điều phối chạy Claude API cùng các mô hình nội bộ!
💻 Cấu hình: RTX 5090 (32 GB VRAM), Devstral Small 2 (24B) + Gemma 3 4B đồng thời, dùng 31 GB VRAM, 15 agent song song, CPU chỉ 7%.
🔄 Chức năng: chuyển tải giữa cloud & local tùy độ phức tạp, tìm kiếm RAG (BM25+vector), PTY spawn đa agent, UI desktop giám sát, hỗ trợ >61 mô hình từ 6 nhà cung cấp.
💡 Mục tiêu: inference nội bộ dự phòng & phân tích song song.

#AI #MachineLearning #LocalInference #Claude #OpenSou