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Frank Coyle gave a twenty-minute talk at the AI Engineer World's Fair that has been circulating for a few weeks now, and the argument in it is simple enough to state in one sentence: agentic systems need ontologies, because LLMs are probabilistic and probabilistic systems need logical...
Anyone who has spent years doing systems integration immediately understands the appeal of MCP. The dream in this field has always been the same: a clean contract between systems, where every method is described, every parameter is typed, every response is predictable. No more 80-page PDFs read...
A practical configuration for a 32 GB M5 Mac that still needs to remain usable Running large language models locally has become surprisingly practical on Apple Silicon. With a modern Mac, Ollama, and a carefully quantized GGUF model, it is possible to run models that only a short time ago …
How an MCP server turns electricity exchange data into natural conversations The Italian electricity market produces an enormous amount of data every day: hourly prices by zone, traded volumes, liquidity, the PUN (Prezzo Unico Nazionale — the national single price). Essential data for traders,...