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Show HN: An AI interface to understand anything, better than NotebookLM

https://www.kerns.ai/
1•kanodiaayush•1h ago
I'm building out Kerns, an AI environment for research. You can seed a space with a topic and multiple source documents, and complete your research completely in one space. There's a powerful chat agent which can reason across tool calls, and give cited answers. These citations take to a reader where you can dive deeper. Further, you can read/listen to original source docs at various levels of summary per chapter. As you chat, a tree builds out which helps you keep track of long chats across sessions, and consolidate your understanding at a glance. You can also do deep research in the app, and we're building out a background agent which sends you constant updates on your topic of interest. Finally, there's interactive mindmaps for exploration.

My goal is to have one place to do understand any topic which minimizes manual context engineering, and jumping around between chat/notes/readers.

Please let me know if you try it and have feedback!

Platform Pricing Comes at a Cost

https://www.wreflection.com/p/platform-pricing-comes-at-a-cost
1•nowflux•26s ago•0 comments

Amper Update, November 2025 – Extensibility Preview

https://blog.jetbrains.com/amper/2025/11/amper-update-november-2025/
1•clanky•1m ago•0 comments

EU–INC: Pan-European legal entity

https://www.eu-inc.org/
1•throwoutway•1m ago•0 comments

Data center provider razes 55 homes to make room for Illinois campus

https://www.networkworld.com/article/2071209/data-center-provider-razes-55-homes-to-make-room-for...
2•mudil•2m ago•0 comments

The Varying Strictness of TypedDict in Python

https://snarky.ca/the-varying-strictness-of-typeddict/
1•BerislavLopac•2m ago•0 comments

Apache DataFusion 51.0.0 Released

https://datafusion.apache.org/blog/2025/11/25/datafusion-51.0.0/
2•killme2008•2m ago•0 comments

Fuzzy -simple tiny fuzzer written in Go

https://github.com/cecinuga/fuzzy
1•cecinuga•3m ago•0 comments

Show HN: WResume – Free Conversational Resume Editing and Built-In LaTeX Editor

https://www.wresume.ai/
1•skoushik•6m ago•0 comments

Video Downloader Pro – Download Videos from Any Website – Free Tool

https://plugmonkey.xyz/product/video-downloader-pro/
1•yazeedaloyoun•7m ago•0 comments

When Fake Security Is Mandated Real Security Becomes a Crime

https://techrights.org/n/2025/11/25/When_Fake_Security_Back_Doors_Disguised_as_Security_is_Mandat...
1•amcclure•11m ago•0 comments

Georgia Gkioxari Co-Leads Major 3D Perception Model Built on AI

https://www.caltech.edu/about/news/georgia-gkioxari-co-leads-major-3d-perception-model-built-on-ai
1•stmw•12m ago•0 comments

Ask HN - LaunchPad Replacement on MacOS

2•zahirbmirza•13m ago•1 comments

Counter Galois Onion: Improved encryption for Tor circuit traffic

https://blog.torproject.org/introducing-cgo/
1•wrayjustin•15m ago•0 comments

Slimmable Neural Amp Modeler Models

https://arxiv.org/abs/2511.07470
1•dtauzell•17m ago•0 comments

Misunderstanding That "Dependency" Comic

https://bertptrs.nl/2025/11/24/misunderstanding-that-dependency-comic.html
1•birdculture•17m ago•0 comments

Gemini 3 pro advanced biometric scan to find your famous twin

https://facejudge.com/
1•levigrace•18m ago•0 comments

The Whisper That Could've Rewritten History

https://ochatapp.substack.com/p/what-if-a-single-hey-this-is-wrong
1•petercode•18m ago•0 comments

Servo: Lightweight, high-performance alternative for embedding web technologies

https://servo.org/
1•doener•19m ago•0 comments

Mizar Language

https://mizar.uwb.edu.pl/language/
2•varjag•19m ago•0 comments

Speed: Engineering Airbyte's 4-10x Performance Breakthrough

https://airbyte.com/blog/speed-improvements
1•JakaJancar•20m ago•1 comments

Show HN: MCP Security Scanning Tool for CI/CD

https://smart.mcpshark.sh/
11•devops-coder•25m ago•0 comments

LLM Societies (they are social critters)

https://www.mslinn.com/llm/7998-social-llms.html
2•mike_slinn•25m ago•0 comments

ZoomInfo CEO Blocks Researcher After Documenting Pre-Consent Biometric Tracking

https://github.com/clark-prog/blackout-public
3•SignalDr•27m ago•1 comments

Show HN: A tiny browser-based voice-to-text tool (no signup, no tracking)

https://www.voicetotextonline.com/
1•digi_wares•29m ago•0 comments

The Local-First Comeback You Didn't See Coming

https://shivekkhurana.com/blog/sync-engines/
1•shivekkhurana•30m ago•0 comments

Topological turning points across the human lifespan

https://www.nature.com/articles/s41467-025-65974-8
1•bryanrasmussen•31m ago•0 comments

We Are Better Off Than a Century Ago

https://www.thenewatlantis.com/publications/why-we-are-better-off-than-a-century-ago
3•SCEtoAux•31m ago•2 comments

Walmart Is Exploring Bringing Ads to Sparky, Its New AI Shopping Agent

https://www.wsj.com/business/retail/walmart-is-exploring-bringing-ads-to-sparky-its-new-ai-shoppi...
2•fortran77•32m ago•1 comments

Thoughts of a Neopagan /the Metal Ages

2•5wizard5•33m ago•1 comments

China launches an emergency lifeboat to bring three astronauts back to Earth

https://arstechnica.com/space/2025/11/china-launches-an-emergency-lifeboat-to-bring-three-astrona...
3•cyanbane•33m ago•0 comments