{"slug": "show-hn-conw-ai-independent-local-ai-platform-and-developer-api", "title": "Show HN: Conw.ai – Independent local AI platform and developer API", "summary": "Conw.ai, an independent local AI platform and developer API, introduces a learning loop that records confirmed lessons to memory immediately while rejecting unsafe or unverified weight updates, aiming to improve AI safety and transparency.", "body_md": "01.\n\nMost AI products hide the learning loop. Conw shows whether a lesson passed or failed, and keeps the useful memory even when the weight update is rejected.\n\nSelf-taught\n\n### It learns from the people who use it.\n\nConfirmed teaching is written to memory immediately. Dictionary-checked meanings can become shared vocabulary; unverified or unsafe lessons stay inside the original chat. Any future weight change still has to pass safety and quiz checks first.\n\n- Confirmed meanings work immediately from memory\n- Dictionary-verified vocabulary can help every user\n- Unsafe, invented, or poisoned lessons stay out", "url": "https://wpnews.pro/news/show-hn-conw-ai-independent-local-ai-platform-and-developer-api", "canonical_source": "https://conw.ai", "published_at": "2026-08-16 21:00:47+00:00", "updated_at": "2026-08-16 21:10:46.777323+00:00", "lang": "en", "topics": ["artificial-intelligence", "ai-safety", "ai-products", "developer-tools"], "entities": ["Conw.ai"], "alternates": {"html": "https://wpnews.pro/news/show-hn-conw-ai-independent-local-ai-platform-and-developer-api", "markdown": "https://wpnews.pro/news/show-hn-conw-ai-independent-local-ai-platform-and-developer-api.md", "text": "https://wpnews.pro/news/show-hn-conw-ai-independent-local-ai-platform-and-developer-api.txt", "jsonld": "https://wpnews.pro/news/show-hn-conw-ai-independent-local-ai-platform-and-developer-api.jsonld"}}