{"date":"2026-10-11","title":"What happened in AI — Oct 11, 2026","generated_at":"2026-10-11T20:30:00Z","intro":["Context management moved into the model: Meta, MIT and the University of Washington introduced Context Language Models, which edit their own context instead of relying on predefined rules.","Builders also shipped coding-agent tooling and harness write-ups, while DeepSeek's V4.1 Flash reached a hosted inference API and DeepSeek and Huawei were reported shipping six Ascend tools aimed at CUDA."],"highlights":["Context Language Models let a model manage and edit its own context to cut compute cost.","A Show HN coding agent writes its own multi-agent workflows.","A from-scratch agent harness walkthrough and a file-tree memory for coding agents landed on HN.","DeepSeek V4.1 Flash is live on the Dolphin inference API.","DeepSeek and Huawei reportedly ship six Ascend tools to rival CUDA."],"article_count":9,"categories":[{"name":"Agent Context, Memory and Harnesses","slug":"agent-context-memory-harnesses","summary":"Context handling and memory are being rebuilt as explicit, inspectable components, from model-managed context to plain-file memory and hand-built harnesses.","articles":[{"title":"Context Language Models: Self-Managing Context to Improve Performance and Reduce Compute Costs","summary":"Meta, MIT and UW researchers propose models that edit their own context rather than follow predefined management rules, targeting better performance at lower compute.","source":"infoq_ai_ml","url":"https://www.infoq.com/news/2026/10/context-language-models/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=AI%2C+ML+%26+Data+Engineering","published":"2026-10-11T14:00:00Z"},{"title":"Long-term memory for AI coding agents as a tree of plain files","summary":"Open-source project storing coding-agent long-term memory as a tree of plain files.","source":"hackernews_ai","url":"https://github.com/gonzaroman/IHMT-MEMORY","published":"2026-10-11T01:02:14Z"},{"title":"Build an agent harness from scratch to pass Ian Goodfellow's intelligence test","summary":"Walkthrough of building an agent harness from scratch.","source":"hackernews_ai","url":"https://notesbylex.com/building-an-agent-harness-from-scratch","published":"2026-10-11T08:46:09Z"}]},{"name":"Coding Agents Ship in New Forms","slug":"coding-agents-new-forms","summary":"Two new coding agents appeared: one that composes its own multi-agent workflows and one that runs in the browser.","articles":[{"title":"Show HN: A free coding agent that writes its own multi-agent workflows","summary":"Free coding agent that generates its own multi-agent workflows.","source":"hackernews_ai","url":"https://kolega.ai/code","published":"2026-10-11T11:01:23Z"},{"title":"Shelley – a coding agent that lives in the browser","summary":"Coding agent that runs in the browser.","source":"hackernews_ai","url":"https://shelley.dev/","published":"2026-10-11T09:29:08Z"}]},{"name":"DeepSeek Inference and Ascend Tooling","slug":"deepseek-inference-ascend","summary":"DeepSeek's V4.1 Flash gained a hosted API, and a report says DeepSeek and Huawei released six Ascend tools positioned against CUDA.","articles":[{"title":"Dolphin: Inference API goes live with DeepSeek V4.1 Flash - 11 Oct 2026","summary":"Dolphin's inference API went live serving DeepSeek V4.1 Flash.","source":"search_cn_open_weight_labs","publisher_name":"TradingView","publisher_domain":"tradingview.com","url":"https://news.google.com/rss/articles/CBMizAFBVV95cUxNMmV0X3hDcW12NDFmN3RRem9ieGxsSGZOdm9kaHRvc2dCN2h1NVdGTTBXRnpyQnk5YTFDcDRfcjl6SXNlb0hJajlrMnlGYmxYcngtdFJJUlB2dFFTdDdFYmFGUS1mVFN4eWU5Z1JnYkZFSXhpbHlmRUFaWThKbWhJVjJ3aHpQN3dPaUdEcHNDallUeEctNnZ6NUhPUlQyTVRUSnRaZ1QtaFk3anJ2dExXdENJdG5RaHhrdDdJXzBWUVptNUZLNmEtSE9ndjM?oc=5","published":"2026-10-11T17:00:10Z"},{"title":"DeepSeek, Huawei Ship 6 Ascend Tools to Rival CUDA [2026]","summary":"Report of six DeepSeek and Huawei Ascend tools aimed at rivaling CUDA.","source":"search_cn_open_weight_labs","publisher_name":"https://tech-insider.org/","publisher_domain":"tech-insider.org","url":"https://news.google.com/rss/articles/CBMiggFBVV95cUxOUGlLMTB5NElwZFZmMU5mTTRVd0hMVXVuXzFOU3ZSLTFuV250UXhWcDlkV2VhV3pIdmpEQ2dTNGhQWTlwNzBuSHNCWUZpT3hPZlItakl1eEF4bkp4aVJ6dEEtVHh5ck1panp3dGpZcG45clExaXdGUmk1Wi0zUXNpZ2Zn?oc=5","published":"2026-10-11T07:41:23Z"}]}]}