frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

EVs Are a Failed Experiment

https://spectator.org/evs-are-a-failed-experiment/
1•ArtemZ•7m ago•2 comments

MemAlign: Building Better LLM Judges from Human Feedback with Scalable Memory

https://www.databricks.com/blog/memalign-building-better-llm-judges-human-feedback-scalable-memory
1•superchink•8m ago•0 comments

CCC (Claude's C Compiler) on Compiler Explorer

https://godbolt.org/z/asjc13sa6
1•LiamPowell•10m ago•0 comments

Homeland Security Spying on Reddit Users

https://www.kenklippenstein.com/p/homeland-security-spies-on-reddit
2•duxup•13m ago•0 comments

Actors with Tokio (2021)

https://ryhl.io/blog/actors-with-tokio/
1•vinhnx•14m ago•0 comments

Can graph neural networks for biology realistically run on edge devices?

https://doi.org/10.21203/rs.3.rs-8645211/v1
1•swapinvidya•26m ago•1 comments

Deeper into the shareing of one air conditioner for 2 rooms

1•ozzysnaps•28m ago•0 comments

Weatherman introduces fruit-based authentication system to combat deep fakes

https://www.youtube.com/watch?v=5HVbZwJ9gPE
2•savrajsingh•29m ago•0 comments

Why Embedded Models Must Hallucinate: A Boundary Theory (RCC)

http://www.effacermonexistence.com/rcc-hn-1-1
1•formerOpenAI•31m ago•2 comments

A Curated List of ML System Design Case Studies

https://github.com/Engineer1999/A-Curated-List-of-ML-System-Design-Case-Studies
3•tejonutella•35m ago•0 comments

Pony Alpha: New free 200K context model for coding, reasoning and roleplay

https://ponyalpha.pro
1•qzcanoe•39m ago•1 comments

Show HN: Tunbot – Discord bot for temporary Cloudflare tunnels behind CGNAT

https://github.com/Goofygiraffe06/tunbot
1•g1raffe•42m ago•0 comments

Open Problems in Mechanistic Interpretability

https://arxiv.org/abs/2501.16496
2•vinhnx•47m ago•0 comments

Bye Bye Humanity: The Potential AMOC Collapse

https://thatjoescott.com/2026/02/03/bye-bye-humanity-the-potential-amoc-collapse/
2•rolph•52m ago•0 comments

Dexter: Claude-Code-Style Agent for Financial Statements and Valuation

https://github.com/virattt/dexter
1•Lwrless•53m ago•0 comments

Digital Iris [video]

https://www.youtube.com/watch?v=Kg_2MAgS_pE
1•vermilingua•59m ago•0 comments

Essential CDN: The CDN that lets you do more than JavaScript

https://essentialcdn.fluidity.workers.dev/
1•telui•59m ago•1 comments

They Hijacked Our Tech [video]

https://www.youtube.com/watch?v=-nJM5HvnT5k
1•cedel2k1•1h ago•0 comments

Vouch

https://twitter.com/mitchellh/status/2020252149117313349
34•chwtutha•1h ago•6 comments

HRL Labs in Malibu laying off 1/3 of their workforce

https://www.dailynews.com/2026/02/06/hrl-labs-cuts-376-jobs-in-malibu-after-losing-government-work/
4•osnium123•1h ago•1 comments

Show HN: High-performance bidirectional list for React, React Native, and Vue

https://suhaotian.github.io/broad-infinite-list/
2•jeremy_su•1h ago•0 comments

Show HN: I built a Mac screen recorder Recap.Studio

https://recap.studio/
1•fx31xo•1h ago•1 comments

Ask HN: Codex 5.3 broke toolcalls? Opus 4.6 ignores instructions?

1•kachapopopow•1h ago•0 comments

Vectors and HNSW for Dummies

https://anvitra.ai/blog/vectors-and-hnsw/
1•melvinodsa•1h ago•0 comments

Sanskrit AI beats CleanRL SOTA by 125%

https://huggingface.co/ParamTatva/sanskrit-ppo-hopper-v5/blob/main/docs/blog.md
1•prabhatkr•1h ago•1 comments

'Washington Post' CEO resigns after going AWOL during job cuts

https://www.npr.org/2026/02/07/nx-s1-5705413/washington-post-ceo-resigns-will-lewis
4•thread_id•1h ago•1 comments

Claude Opus 4.6 Fast Mode: 2.5× faster, ~6× more expensive

https://twitter.com/claudeai/status/2020207322124132504
1•geeknews•1h ago•0 comments

TSMC to produce 3-nanometer chips in Japan

https://www3.nhk.or.jp/nhkworld/en/news/20260205_B4/
3•cwwc•1h ago•0 comments

Quantization-Aware Distillation

http://ternarysearch.blogspot.com/2026/02/quantization-aware-distillation.html
2•paladin314159•1h ago•0 comments

List of Musical Genres

https://en.wikipedia.org/wiki/List_of_music_genres_and_styles
1•omosubi•1h ago•0 comments
Open in hackernews

GPT-realtime and Realtime API updates

https://openai.com/index/introducing-gpt-realtime/
31•meetpateltech•5mo ago

Comments

zebomon•5mo ago
I've been using the voice chat in ChatGPT more and more frequently. I'm curious now to see how the costs associated with this would work through the API on some user-facing features. It's a cool update at a glance.
Sean-Der•5mo ago
I worked on the SIP stuff. If anyone has questions/problems reach out anytime and would love to help :)
tschellenbach•5mo ago
lower cost, higher quality, loving it so far. question. we run this voice proxy, but here the calls are started on our end typically: https://getstream.io/video/voice-agents/

with sip this logic changes. https://platform.openai.com/docs/guides/realtime-sip

sounds like we can listen to the webhook and start from there?

Sean-Der•5mo ago
I also want to support outbound SIP Invites! I don't think it will be that hard

But for now yea waiting for Webhook is way to do it.

politelemon•5mo ago
Are there any mechanisms in place to prevent scams or fake calls?
Sean-Der•5mo ago
Realtime API has checks that are running on inputs/outputs.

Outside of OpenAI lots of mechanisms exist stuff like STIR/SHAKEN[0]

[0] https://en.wikipedia.org/wiki/STIR/SHAKEN

daft_pink•5mo ago
Uh oh, with sip support we’re going to start getting ai scammers all the time!
OutOfHere•5mo ago
Yes, and they will go straight to voicemail. I don't know of anyone picks up calls from random numbers anymore, at least in this country.
hectormalot•5mo ago
Just happen have some stats on that (non-US context): 60% picks up a local number, about 40% picks up a foreign number (specifically the stat I have is a US number calling someone in a non-US geography).

More than I expected.

bayesianbot•5mo ago
Seeing this title, I really hoped they'd have a parameter to force the language for voice recognition. Being Finnish with a heavy rally-Finnish accent, the real-time modes quite often end up transcribing my English speech as Finnish text, and strangely, I get the correct Finnish for the words for what I spoke in English. It might not happen during the first sentence, but after a few queries and replies it usually does.

According to the OpenAI forums this is a common problem. I see they've addressed this in the post by prompting the model to stick to one language, but previously this didn’t work consistently, and in their Playground the newest `User transcript model` is still the same as before (`gpt-4o-transcribe`), so I don’t have high hopes. Must be hard to implement.

edit: Tried it again (with a prompt requesting English like always). By my 6th message it suddenly started transcribing to Finnish, and after that it became more common. Better than it used to be, but in many ways still useless. Though I'm sure it works better for people with lighter accents.

Cu3PO42•5mo ago
I think it would be neat to hook up a (realtime) speech-to-speech model to something like Home Assistant for smart home controls + generic questions. HA has this feature, but is currently using a STT + text model + TTS pipeline, which works fine, but has higher delays and feels less... natural.
keleftheriou•5mo ago
These improvements are very welcome for the “VoiceGPT” app I’m building for Apple Watch.

I have a TestFlight beta for those who want to try it out, hope to have the new model included in the next beta build:

https://x.com/keleftheriou/status/1956932258293755955?s=46

moltar•5mo ago
I’m interested.
keleftheriou•5mo ago
Here you go: https://testflight.apple.com/join/bp9B5Pp2