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Horizon-LM: A RAM-Centric Architecture for LLM Training

https://arxiv.org/abs/2602.04816
1•chrsw•29s ago•0 comments

We just ordered shawarma and fries from Cursor [video]

https://www.youtube.com/shorts/WALQOiugbWc
1•jeffreyjin•1m ago•1 comments

Correctio

https://rhetoric.byu.edu/Figures/C/correctio.htm
1•grantpitt•1m ago•0 comments

Trying to make an Automated Ecologist: A first pass through the Biotime dataset

https://chillphysicsenjoyer.substack.com/p/trying-to-make-an-automated-ecologist
1•crescit_eundo•5m ago•0 comments

Watch Ukraine's Minigun-Firing, Drone-Hunting Turboprop in Action

https://www.twz.com/air/watch-ukraines-minigun-firing-drone-hunting-turboprop-in-action
1•breve•6m ago•0 comments

Free Trial: AI Interviewer

https://ai-interviewer.nuvoice.ai/
1•sijain2•6m ago•0 comments

FDA Intends to Take Action Against Non-FDA-Approved GLP-1 Drugs

https://www.fda.gov/news-events/press-announcements/fda-intends-take-action-against-non-fda-appro...
3•randycupertino•7m ago•1 comments

Supernote e-ink devices for writing like paper

https://supernote.eu/choose-your-product/
2•janandonly•10m ago•0 comments

We are QA Engineers now

https://serce.me/posts/2026-02-05-we-are-qa-engineers-now
1•SerCe•10m ago•0 comments

Show HN: Measuring how AI agent teams improve issue resolution on SWE-Verified

https://arxiv.org/abs/2602.01465
2•NBenkovich•10m ago•0 comments

Adversarial Reasoning: Multiagent World Models for Closing the Simulation Gap

https://www.latent.space/p/adversarial-reasoning
1•swyx•11m ago•0 comments

Show HN: Poddley.com – Follow people, not podcasts

https://poddley.com/guests/ana-kasparian/episodes
1•onesandofgrain•19m ago•0 comments

Layoffs Surge 118% in January – The Highest Since 2009

https://www.cnbc.com/2026/02/05/layoff-and-hiring-announcements-hit-their-worst-january-levels-si...
7•karakoram•19m ago•0 comments

Papyrus 114: Homer's Iliad

https://p114.homemade.systems/
1•mwenge•19m ago•1 comments

DicePit – Real-time multiplayer Knucklebones in the browser

https://dicepit.pages.dev/
1•r1z4•19m ago•1 comments

Turn-Based Structural Triggers: Prompt-Free Backdoors in Multi-Turn LLMs

https://arxiv.org/abs/2601.14340
2•PaulHoule•21m ago•0 comments

Show HN: AI Agent Tool That Keeps You in the Loop

https://github.com/dshearer/misatay
2•dshearer•22m ago•0 comments

Why Every R Package Wrapping External Tools Needs a Sitrep() Function

https://drmowinckels.io/blog/2026/sitrep-functions/
1•todsacerdoti•22m ago•0 comments

Achieving Ultra-Fast AI Chat Widgets

https://www.cjroth.com/blog/2026-02-06-chat-widgets
1•thoughtfulchris•24m ago•0 comments

Show HN: Runtime Fence – Kill switch for AI agents

https://github.com/RunTimeAdmin/ai-agent-killswitch
1•ccie14019•27m ago•1 comments

Researchers surprised by the brain benefits of cannabis usage in adults over 40

https://nypost.com/2026/02/07/health/cannabis-may-benefit-aging-brains-study-finds/
1•SirLJ•28m ago•0 comments

Peter Thiel warns the Antichrist, apocalypse linked to the 'end of modernity'

https://fortune.com/2026/02/04/peter-thiel-antichrist-greta-thunberg-end-of-modernity-billionaires/
3•randycupertino•29m ago•2 comments

USS Preble Used Helios Laser to Zap Four Drones in Expanding Testing

https://www.twz.com/sea/uss-preble-used-helios-laser-to-zap-four-drones-in-expanding-testing
3•breve•34m ago•0 comments

Show HN: Animated beach scene, made with CSS

https://ahmed-machine.github.io/beach-scene/
1•ahmedoo•35m ago•0 comments

An update on unredacting select Epstein files – DBC12.pdf liberated

https://neosmart.net/blog/efta00400459-has-been-cracked-dbc12-pdf-liberated/
3•ks2048•35m ago•0 comments

Was going to share my work

1•hiddenarchitect•39m ago•0 comments

Pitchfork: A devilishly good process manager for developers

https://pitchfork.jdx.dev/
1•ahamez•39m ago•0 comments

You Are Here

https://brooker.co.za/blog/2026/02/07/you-are-here.html
5•mltvc•43m ago•1 comments

Why social apps need to become proactive, not reactive

https://www.heyflare.app/blog/from-reactive-to-proactive-how-ai-agents-will-reshape-social-apps
1•JoanMDuarte•44m ago•1 comments

How patient are AI scrapers, anyway? – Random Thoughts

https://lars.ingebrigtsen.no/2026/02/07/how-patient-are-ai-scrapers-anyway/
1•samtrack2019•44m ago•0 comments
Open in hackernews

Show HN: Velocity is a post-quantum transport protocol

https://projectvelocity.org
2•AndrewCTF•3mo ago
I’ve been experimenting with a new transport layer called Velocity, built to explore how much performance we can unlock if we stop inheriting the historical weight of TLS and HTTPS.

Velocity’s goal is simple: build a clean, modern protocol that’s resistant to quantum attacks, supports hybrid key exchange, and minimizes handshake latency to near zero. The numbers have been surprising. In controlled bare-metal tests, Velocity’s pqq-supported handshake runs about 12,100× faster than TLS 1.3, while the fallback QUIC mode still performs several thousand times faster. Even the most security-hardened configuration (Velocity Fortress) stays well ahead of HTTPS in total handshake throughput.

The system is designed for active and passive threat resistance. Against passive surveillance, Velocity shortens ticket lifetimes and encrypts transcripts. For active MITM attempts, it binds handshakes to profiles, validates PQ signatures, and enforces ALPN consistency. Malicious clients that flood or replay requests are handled through retry tokens, proof-of-work hooks, and replay window tracking. Even in a scenario where a CA is compromised, Velocity cross-checks PQ extensions, logs certificate transparency events, and plans for mandatory PQ validation policies.

At the moment, Velocity terminates only its post-quantum UDP transport. Legacy HTTPS fallback still runs through a standard web server such as Caddy or Nginx. The roadmap aims to integrate first-class HTTPS and ACME automation directly into Velocity, making it a single binary that can serve static assets or reverse-proxy traffic across multiple domains, with automatic certificates and hot reloads.

Future stages focus on:

Unified TCP/UDP stack supporting HTTP/1.1, HTTP/2, and HTTP/3 alongside Velocity QUIC.

Built-in ACME automation for certificates and OCSP stapling.

Multi-tenant routing with host and path mapping in JSON, YAML, or TOML.

Observability and CLI parity with tools like Caddy — structured logs, metrics, safe defaults, and graceful reloads.

You can read the current docs here: https://projectvelocity.org

I’d appreciate thoughts from people running high-performance or self-hosted systems. The next step is integrating HTTPS support directly into the runtime so operators can deploy Velocity like they do Caddy or Nginx, without separate configuration or reverse proxies.

What parts of the HTTPS ecosystem do you think are worth keeping, and which should be rethought entirely if we were starting from scratch today?