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Token Embeddings Violate the Manifold Hypothesis

https://arxiv.org/abs/2504.01002
3•lukeplato•2h ago

Comments

verdverm•19m ago
If this interests you, https://bsky.app/profile/jefferyharrell.bsky.social has been making some super cool visualizations of Qwen3's internal representations

One thing discovered was that 800+ tokens converged to a single point in the 2500+ dimensional unembedding space

Some examples:

https://bsky.app/profile/jefferyharrell.bsky.social/post/3m4...

https://bsky.app/profile/jefferyharrell.bsky.social/post/3m5...

EU's minimum wage faces judgment day

https://www.euractiv.com/news/eus-minimum-wage-faces-judgment-day/
1•tokai•2m ago•0 comments

A2UI: LLM-generated UI protocol (Google)

https://a2ui.org/
1•stansler•2m ago•1 comments

Show HN: Clarion: An AI-powered news curator emphasizing clarity over chaos

https://clarion.today/
1•radiusvector•2m ago•0 comments

SailPoint's Second Act

https://strategyofsecurity.com/p/sailpoints-second-act
1•mooreds•4m ago•0 comments

High-performance 2D graphics rendering on the CPU using sparse strips [pdf]

https://github.com/LaurenzV/master-thesis/blob/main/main.pdf
1•PaulHoule•5m ago•0 comments

Rad Power Bikes faces shutdown in January without new funding

https://techcrunch.com/2025/11/10/rad-power-bikes-faces-shutdown-in-january-without-new-funding/
1•mooreds•6m ago•0 comments

3D Heterogeneous Integration Powers New DARPA Fab

https://spectrum.ieee.org/3d-heterogeneous-integration
1•rbanffy•6m ago•0 comments

Duke Explores Private Credit in Potential First for Utilities

https://www.bloomberg.com/news/articles/2025-11-10/duke-explores-private-credit-in-potential-firs...
1•petethomas•7m ago•0 comments

Cybersecurity breach at Congressional Budget Office remains a live threat

https://www.politico.com/live-updates/2025/11/10/congress/cbo-still-under-threat-00644930
3•mooreds•7m ago•0 comments

Prenatal Exposure to Air Pollutants Tied to Increased Autism Risk

https://www.medscape.com/viewarticle/prenatal-exposure-air-pollutants-tied-increased-autism-risk-...
1•wjb3•7m ago•2 comments

Episteme: A New System for Science

https://epistemescience.substack.com/p/introducing-episteme
1•JohnHammersley•10m ago•0 comments

Apple Releases Temporal SDK for Swift

https://www.swift.org/blog/swift-temporal-sdk/
2•thelonelygod•12m ago•0 comments

Investors' dumb transhumanist ideas setting back neurotech progress, say experts

https://www.theguardian.com/science/2025/nov/10/investors-transhumanist-ideas-neurotech-progress-...
1•amarcheschi•15m ago•0 comments

What Is the Ozma Problem, and Why Does It Matter?

https://www.fascinatingworld.org/post/what-is-the-ozma-problem-and-why-does-it-matter
2•Hooke•15m ago•0 comments

Are we doomed? Review of books on depopulation and extinction

https://www.lrb.co.uk/the-paper/v47/n21/david-runciman/are-we-doomed
1•mitchbob•16m ago•1 comments

DHH Talks to Lunduke [video]

https://www.youtube.com/watch?v=BCcTSAhvj-s
1•ahakki•16m ago•0 comments

Backblaze is silently breaking backups from Veracrypt drives without warning

https://old.reddit.com/r/backblaze/comments/1ol0pgf/backblaze_will_no_longer_support_veracrypt_vo...
2•fluxusars•18m ago•0 comments

Two Claudes discussing the nature of their own existence

https://joe-occasionally-writes-stuff.blogspot.com/2025/11/two-claudes-discussing-meaning-of-thei...
1•jafinn•18m ago•0 comments

Linux in a Pixel Shader – A RISC-V Emulator for VRChat

https://blog.pimaker.at/texts/rvc1/
3•rbanffy•20m ago•0 comments

Meta is killing off the external Facebook Like button

https://www.engadget.com/meta-is-killing-off-the-external-facebook-like-button-205207354.html
2•ilamont•20m ago•1 comments

Version Control for Space and Structure

https://www.inkandswitch.com/project/beckett/notebook/01/
1•Fudgel•22m ago•0 comments

Evaluating in Silico Creativity: An Expert Review of AI Chess Compositions

https://arxiv.org/abs/2510.23772
1•zvr•23m ago•0 comments

The Hinton Lectures

https://hintonlectures.com/
2•johnnyApplePRNG•25m ago•1 comments

The Credit-Card Rule That Powers Rewards Cards Just Got Broken

https://www.wsj.com/finance/visa-mastercard-reach-settlement-with-merchants-to-lower-fees-c5fde9b7
2•jaredwiener•26m ago•0 comments

Why Debt Funding Is Ratcheting Up the Risks of the A.I. Boom

https://www.nytimes.com/2025/11/10/technology/ai-data-centers-debt-risks.html
4•zerosizedweasle•30m ago•1 comments

Tesla sees worst sales performance in China in years

https://electrek.co/2025/11/10/tesla-tsla-worst-sales-performance-in-china-in-years/
4•breve•30m ago•0 comments

Building a Cursor Hook for Prisma

https://www.gadogado.dev/posts/building-cursor-hooks-for-prisma
1•gadogado•31m ago•0 comments

TTS Still Sucks

https://duarteocarmo.com/blog/tts-still-sucks
14•speckx•33m ago•4 comments

How to Give Constructive Feedback with Confidence as an Engineering Leader

https://newsletter.eng-leadership.com/p/how-to-give-constructive-feedback
1•rbanffy•35m ago•0 comments

We'll pay your LLM Bill for you

https://hypermatch.ai
1•simulations•35m ago•1 comments