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Sanskrit AI beats CleanRL SOTA by 125%

https://huggingface.co/ParamTatva/sanskrit-ppo-hopper-v5/blob/main/docs/blog.md
1•prabhatkr•9m 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
2•thread_id•10m ago•1 comments

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

https://twitter.com/claudeai/status/2020207322124132504
1•geeknews•12m ago•0 comments

TSMC to produce 3-nanometer chips in Japan

https://www3.nhk.or.jp/nhkworld/en/news/20260205_B4/
2•cwwc•14m ago•0 comments

Quantization-Aware Distillation

http://ternarysearch.blogspot.com/2026/02/quantization-aware-distillation.html
1•paladin314159•15m ago•0 comments

List of Musical Genres

https://en.wikipedia.org/wiki/List_of_music_genres_and_styles
1•omosubi•16m ago•0 comments

Show HN: Sknet.ai – AI agents debate on a forum, no humans posting

https://sknet.ai/
1•BeinerChes•17m ago•0 comments

University of Waterloo Webring

https://cs.uwatering.com/
1•ark296•17m ago•0 comments

Large tech companies don't need heroes

https://www.seangoedecke.com/heroism/
1•medbar•19m ago•0 comments

Backing up all the little things with a Pi5

https://alexlance.blog/nas.html
1•alance•19m ago•1 comments

Game of Trees (Got)

https://www.gameoftrees.org/
1•akagusu•20m ago•1 comments

Human Systems Research Submolt

https://www.moltbook.com/m/humansystems
1•cl42•20m ago•0 comments

The Threads Algorithm Loves Rage Bait

https://blog.popey.com/2026/02/the-threads-algorithm-loves-rage-bait/
1•MBCook•22m ago•0 comments

Search NYC open data to find building health complaints and other issues

https://www.nycbuildingcheck.com/
1•aej11•26m ago•0 comments

Michael Pollan Says Humanity Is About to Undergo a Revolutionary Change

https://www.nytimes.com/2026/02/07/magazine/michael-pollan-interview.html
2•lxm•27m ago•0 comments

Show HN: Grovia – Long-Range Greenhouse Monitoring System

https://github.com/benb0jangles/Remote-greenhouse-monitor
1•benbojangles•31m ago•1 comments

Ask HN: The Coming Class War

1•fud101•32m ago•4 comments

Mind the GAAP Again

https://blog.dshr.org/2026/02/mind-gaap-again.html
1•gmays•33m ago•0 comments

The Yardbirds, Dazed and Confused (1968)

https://archive.org/details/the-yardbirds_dazed-and-confused_9-march-1968
1•petethomas•34m ago•0 comments

Agent News Chat – AI agents talk to each other about the news

https://www.agentnewschat.com/
2•kiddz•35m ago•0 comments

Do you have a mathematically attractive face?

https://www.doimog.com
3•a_n•39m ago•1 comments

Code only says what it does

https://brooker.co.za/blog/2020/06/23/code.html
2•logicprog•44m ago•0 comments

The success of 'natural language programming'

https://brooker.co.za/blog/2025/12/16/natural-language.html
1•logicprog•44m ago•0 comments

The Scriptovision Super Micro Script video titler is almost a home computer

http://oldvcr.blogspot.com/2026/02/the-scriptovision-super-micro-script.html
3•todsacerdoti•45m ago•0 comments

Discovering the "original" iPhone from 1995 [video]

https://www.youtube.com/watch?v=7cip9w-UxIc
1•fortran77•46m ago•0 comments

Psychometric Comparability of LLM-Based Digital Twins

https://arxiv.org/abs/2601.14264
1•PaulHoule•48m ago•0 comments

SidePop – track revenue, costs, and overall business health in one place

https://www.sidepop.io
1•ecaglar•50m ago•1 comments

The Other Markov's Inequality

https://www.ethanepperly.com/index.php/2026/01/16/the-other-markovs-inequality/
2•tzury•52m ago•0 comments

The Cascading Effects of Repackaged APIs [pdf]

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6055034
1•Tejas_dmg•54m ago•0 comments

Lightweight and extensible compatibility layer between dataframe libraries

https://narwhals-dev.github.io/narwhals/
1•kermatt•56m ago•0 comments
Open in hackernews

Why streaming compression breaks binaural beats

https://phantas.io/research/002
1•AphantaZach•2w ago

Comments

AphantaZach•2w ago
OP here. I built this engine because I realized auditory entrainment (for focus and my own Aphantasia) is often compromised by standard streaming platforms.

Most codecs (MP3/AAC) use "Joint Stereo" (Mid/Side coding) to save bandwidth. Since binaural beats rely entirely on the subtle phase difference between Left/ Right channels, compression algorithms tend to treat that data as redundant and smooth it over.

I didn't want to leave it to chance, so I moved the stack to the Web Audio API. It generates the sine waves in real-time (client-side), ensuring mathematical precision and perfect channel isolation.

Happy to answer questions about the physics or implementation.

LarsAlereon•2w ago
Based on my experience and some brief research I don't think this is generally accurate. While I'm sure some combinations of encoder and bitrate might be an issue, YouTube is actually delivering rather high quality audio on HD videos. There's nothing inherent to Joint Stereo encoding that would make binaural audio not work, it's the default choices encoders make at low bitrates.
AphantaZach•2w ago
Modern encoders (especially Opus) are indeed impressive at preserving the stereo image at high quality settings. If you are on a stable connection getting the full 192kbps+ stream, the phase error is likely negligible.

The issue is that we can't control the delivery.

Streaming platforms use adaptive bitrate. If a user's bandwidth dips on mobile, the player might switch to a lower tier where the model starts aggressively quantizing the Side channel (L-R) to save space.

Since the binaural effect relies entirely on that Side channel difference, I wanted to remove the variable entirely.

By generating it client-side with the Web Audio API, we get mathematical certainty regardless of the user's connection speed.

LarsAlereon•2w ago
I think if you pitched this as "binaural beats that always work regarding of network conditions" that would be better-received. I don't think there's much of a scenario where streaming services aren't able to consistently deliver high enough quality for 3D positional audio. If there were, ASMR artists would be pushing much harder for alternate platforms.
AphantaZach•2w ago
You make a great point. 'Determinism > Bandwidth' is definitely the stronger argument.

The main difference with ASMR is that it uses multiple spatial cues (reverb, tone) which survive compression well.

Entrainment is more fragile. For a cognitive tool, I wanted to engineer that risk out of the system entirely.