AI2026.07.18Running a Local LLM on a Fanless MacBook Air M5 — The Real Wall Is Memory, Not HeatBefore the main argument, this is all you need.20 min read·✓ Fact & code verifiedAI2026.07.18MiroFish — Before Asking Whether It Predicts, Ask What It's a Scale Model OfPaste in a single news article. A moment later, tens to thousands of artificial agents wake up, each carrying its own personality and motives, and begin chatter…22 min read·✓ Fact & code verifiedAI2026.07.17The 'Lax' One Pulled the Plug FirstOn 15 July, the emotional-companion (AI conversational-partner) features vanished from the Chinese AI apps Doubao and Tongyi Qianwen. Deletion deadlines were pi…19 min read·✓ Fact & code verifiedAI2026.07.12Catastrophic Forgetting — The Brain Learns by Forgetting; the Machine Stores Where It Learns, and CollapsesTake a neural network that, trained on 100 photos of dogs, picked out dogs flawlessly, and teach it cats. Within a few rounds of training it learns cats. But th…27 min read·✓ Fact & code verifiedAI2026.07.04Is the Tokenpocalypse Coming? Token Prices Are Crashing — So Where Does the Inference Cost Go?A token is the smallest unit an LLM (large language model) uses to process text and put a price on it. Cloud APIs bill input tokens and output tokens separately…10 min read·✓ Fact & code verifiedAI2026.07.03What Comes After the Transformer — the Question Is Wrong"What will replace the transformer?" Ask about the next mega-trend in AI architecture and most people expect the name of a successor. A state-space model (Mamba…11 min read·✓ Fact & code verifiedAI2026.06.27AI Agents and the Accountability Gap: the Work Is Delegated, the Respondent Is NotA passenger asked Air Canada's website chatbot about a bereavement fare. The chatbot said the discount could be claimed retroactively, after the ticket was boug…10 min read·✓ Fact & code verifiedAI2026.06.27A Machine That Has Never Seen a Board Knows the Board — Understanding, Mimicry, or the Wrong Question?There is a neural network that was never taught a single rule of Othello. It was fed nothing but sequences of legal moves — game records, the bare transcript of…14 min read·✓ Fact & code verifiedAI2026.06.27On-Device AI: Cost and Jurisdiction, Not Chips, Draw the LineClassifying a single photo no longer requires a round trip to a cloud server. It finishes on the processor built into your phone or laptop. That is on-device AI…5 min read·✓ Fact & code verified