Hacker News

Article URL: https://gizmodo.com/napster-is-now-making-ai-powered-digital-twins-of-teachers-2000814010

Comments URL: https://news.ycombinator.com/item?id=49759702

Points: 1

# Comments: 0

Article URL: https://www.youtube.com/watch?v=X71le3av1So

Comments URL: https://news.ycombinator.com/item?id=49759655

Points: 4

# Comments: 1

Article URL: https://www.anthropic.com/news/accenture-embedded-evaluation

Comments URL: https://news.ycombinator.com/item?id=49759647

Points: 2

# Comments: 0

Article URL: https://www.dbos.dev/blog/scaling-deletions-in-postgres

Comments URL: https://news.ycombinator.com/item?id=49759636

Points: 1

# Comments: 0

Article URL: https://www.youtube.com/watch?v=Nbwv5wHQoj0

Comments URL: https://news.ycombinator.com/item?id=49759627

Points: 3

# Comments: 0

Article URL: https://www.nytimes.com/2026/09/18/world/europe/campaign-for-north-africa-game.html

Comments URL: https://news.ycombinator.com/item?id=49759620

Points: 2

# Comments: 1

Article URL: https://vat-engine.app/blog/why-a-vat-api-needs-more-than-a-rate-lookup

Comments URL: https://news.ycombinator.com/item?id=49759563

Points: 1

# Comments: 0

Article URL: https://www.nytimes.com/2026/09/18/technology/iran-china-autonomous-ai-influence-campaigns.html

Comments URL: https://news.ycombinator.com/item?id=49759525

Points: 3

# Comments: 1

Article URL: https://github.com/unclebob/uml-viewer

Comments URL: https://news.ycombinator.com/item?id=49759501

Points: 1

# Comments: 0

Article URL: https://mvueh-enigma-solved.carterl.chatgpt.site/

Comments URL: https://news.ycombinator.com/item?id=49759492

Points: 2

# Comments: 1

Article URL: https://twitter.com/MikeIsaac/status/2100691714713509986

Comments URL: https://news.ycombinator.com/item?id=49759034

Points: 1

# Comments: 0

Article URL: https://thenewstack.io/claude-code-parallel-projects/

Comments URL: https://news.ycombinator.com/item?id=49759033

Points: 1

# Comments: 0

Article URL: https://geastack.com/blog-same-app-color-and-e-paper

Comments URL: https://news.ycombinator.com/item?id=49759020

Points: 1

# Comments: 0

I built onPanda – an interactive tool for token visualization & control, model inspection and data annotation.

onPanda is designed for hackers, power users, curious minds, and engineers. Its UI is built for deep exploration and efficient data annotation.

- The core loop is simple: hover over a token → click an alternative or edit freely → continue generation. You can edit every part of model output exposed by onPanda, including reasoning and tool calls. - Edit prompts directly, branch tool calls, and use a tree structure to record branch history. This makes onPanda useful for model inspection and prompt engineering. - Support multiple modalities, including images, video, and audio; use tool calls and connect MCP servers to perform tasks in real environments. - Connect popular harnesses such as Claude Code, Codex, and OpenCode to execute tasks. Explore and compare their tool sets, system prompts, skills, and memory mechanisms. - onPanda includes a built-in browser-agent, an agent that runs in the user's browser without installation. It uses the browser as its harness and provides JavaScript execution, information retrieval, interface interaction, multimedia I/O, local file access, and persistent memory. - onPanda stands for on-Policy Alignment Data Annotator. - As an annotation tool, onPanda efficiently labels on-policy data. Its token-level correction format also provides fine-grained supervision with precise positions and naturally paired positive–negative samples. - We believe these unique properties will make token-level correction a highly efficient and practical paradigm for future LLM alignment. - Our paper and benchmark for token-level correction: https://on-panda.github.io/research/

I have been building onPanda since Sept 2024, and it took two years for it to gradually enrich its functionality and ease of use. Any feedback and evaluation are welcome.

Try it online (works on mobile): https://onpanda.diyer22.com/

GitHub repo for self-hosting: https://github.com/on-panda/on-panda

Detailed introduction on X: https://x.com/diyerxx/status/2101020850405462041

Comments URL: https://news.ycombinator.com/item?id=49759013

Points: 1

# Comments: 0

Article URL: https://www.youtube.com/watch?v=k0o1p4plC98

Comments URL: https://news.ycombinator.com/item?id=49759009

Points: 1

# Comments: 0

Article URL: https://techcrunch.com/2026/09/17/base-labs-launches-an-open-weight-ai-safety-partnership-with-hugging-face-and-goodfire/

Comments URL: https://news.ycombinator.com/item?id=49758977

Points: 2

# Comments: 0

Article URL: https://techxplore.com/news/2026-09-advertising-ai-chatbots.html

Comments URL: https://news.ycombinator.com/item?id=49758974

Points: 1

# Comments: 0

Article URL: https://www.youtube.com/watch?v=_j806JHhCRo

Comments URL: https://news.ycombinator.com/item?id=49758970

Points: 2

# Comments: 0

Article URL: https://www.techradar.com/pro/whatever-you-try-to-fix-breaks-things-even-more-how-to-avoid-the-hidden-dangers-of-ai-code

Comments URL: https://news.ycombinator.com/item?id=49758946

Points: 1

# Comments: 0

Article URL: https://www.reuters.com/world/anthropic-quietly-sets-up-biology-lab-it-ramps-ai-drug-program-2026-09-18/

Comments URL: https://news.ycombinator.com/item?id=49758943

Points: 1

# Comments: 1