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Show HN: 26/02/26 – 5 songs in a day

https://playingwith.variousbits.net/saturday
1•dmje•55s ago•0 comments

Toroidal Logit Bias – Reduce LLM hallucinations 40% with no fine-tuning

https://github.com/Paraxiom/topological-coherence
1•slye514•3m ago•1 comments

Top AI models fail at >96% of tasks

https://www.zdnet.com/article/ai-failed-test-on-remote-freelance-jobs/
3•codexon•3m ago•1 comments

The Science of the Perfect Second (2023)

https://harpers.org/archive/2023/04/the-science-of-the-perfect-second/
1•NaOH•4m ago•0 comments

Bob Beck (OpenBSD) on why vi should stay vi (2006)

https://marc.info/?l=openbsd-misc&m=115820462402673&w=2
2•birdculture•7m ago•0 comments

Show HN: a glimpse into the future of eye tracking for multi-agent use

https://github.com/dchrty/glimpsh
1•dochrty•8m ago•0 comments

The Optima-l Situation: A deep dive into the classic humanist sans-serif

https://micahblachman.beehiiv.com/p/the-optima-l-situation
2•subdomain•9m ago•0 comments

Barn Owls Know When to Wait

https://blog.typeobject.com/posts/2026-barn-owls-know-when-to-wait/
1•fintler•9m ago•0 comments

Implementing TCP Echo Server in Rust [video]

https://www.youtube.com/watch?v=qjOBZ_Xzuio
1•sheerluck•9m ago•0 comments

LicGen – Offline License Generator (CLI and Web UI)

1•tejavvo•12m ago•0 comments

Service Degradation in West US Region

https://azure.status.microsoft/en-gb/status?gsid=5616bb85-f380-4a04-85ed-95674eec3d87&utm_source=...
2•_____k•13m ago•0 comments

The Janitor on Mars

https://www.newyorker.com/magazine/1998/10/26/the-janitor-on-mars
1•evo_9•14m ago•0 comments

Bringing Polars to .NET

https://github.com/ErrorLSC/Polars.NET
3•CurtHagenlocher•16m ago•0 comments

Adventures in Guix Packaging

https://nemin.hu/guix-packaging.html
1•todsacerdoti•17m ago•0 comments

Show HN: We had 20 Claude terminals open, so we built Orcha

1•buildingwdavid•18m ago•0 comments

Your Best Thinking Is Wasted on the Wrong Decisions

https://www.iankduncan.com/engineering/2026-02-07-your-best-thinking-is-wasted-on-the-wrong-decis...
1•iand675•18m ago•0 comments

Warcraftcn/UI – UI component library inspired by classic Warcraft III aesthetics

https://www.warcraftcn.com/
1•vyrotek•19m ago•0 comments

Trump Vodka Becomes Available for Pre-Orders

https://www.forbes.com/sites/kirkogunrinde/2025/12/01/trump-vodka-becomes-available-for-pre-order...
1•stopbulying•20m ago•0 comments

Velocity of Money

https://en.wikipedia.org/wiki/Velocity_of_money
1•gurjeet•23m ago•0 comments

Stop building automations. Start running your business

https://www.fluxtopus.com/automate-your-business
1•valboa•27m ago•1 comments

You can't QA your way to the frontier

https://www.scorecard.io/blog/you-cant-qa-your-way-to-the-frontier
1•gk1•28m ago•0 comments

Show HN: PalettePoint – AI color palette generator from text or images

https://palettepoint.com
1•latentio•29m ago•0 comments

Robust and Interactable World Models in Computer Vision [video]

https://www.youtube.com/watch?v=9B4kkaGOozA
2•Anon84•32m ago•0 comments

Nestlé couldn't crack Japan's coffee market.Then they hired a child psychologist

https://twitter.com/BigBrainMkting/status/2019792335509541220
1•rmason•34m ago•1 comments

Notes for February 2-7

https://taoofmac.com/space/notes/2026/02/07/2000
2•rcarmo•35m ago•0 comments

Study confirms experience beats youthful enthusiasm

https://www.theregister.com/2026/02/07/boomers_vs_zoomers_workplace/
2•Willingham•42m ago•0 comments

The Big Hunger by Walter J Miller, Jr. (1952)

https://lauriepenny.substack.com/p/the-big-hunger
2•shervinafshar•43m ago•0 comments

The Genus Amanita

https://www.mushroomexpert.com/amanita.html
1•rolph•48m ago•0 comments

We have broken SHA-1 in practice

https://shattered.io/
10•mooreds•49m ago•4 comments

Ask HN: Was my first management job bad, or is this what management is like?

1•Buttons840•50m ago•0 comments
Open in hackernews

Text-to-LoRA: Hypernetwork that generates task-specific LLM adapters (LoRAs)

https://github.com/SakanaAI/text-to-lora
135•dvrp•8mo ago

Comments

vessenes•7mo ago
Sounds like a good candidate for an mcp tool!
gdiamos•7mo ago
An alternative to prefix caching?
phildini•7mo ago
I got very briefly excited that this might be a new application layer on top of meshtastic.
robertlagrant•7mo ago
Yes! I don't know what LoRA is, but I know what it isn't.
jph00•7mo ago
The paper link on that site doesn't work -- here's a working link:

https://arxiv.org/abs/2506.06105

npollock•7mo ago
LoRA adapters modify the model's internal weights
make3•7mo ago
not unless they're explicitly merged, which is not a requirement but a small speed only thing
_ea1k•7mo ago
Yeah, I honestly think some of the language used with LoRA gets in the way of people understanding them. It becomes much easier to understand when looking at an actual implementation, as well as how they can be merged or kept separate.
watkinss•7mo ago
Interesting work to adapt LoRa adapters. Similar idea applied to VLMs: https://arxiv.org/abs/2412.16777
smcleod•7mo ago
Out of interest, why does it depend on or at least recommend such an old version of Python? (3.10)
electroglyph•7mo ago
from pyproject.toml: requires-python = ">= 3.10"

I still see quite a few people in the ML world using 3.10 as their default...probably just habit, but a closer look at the dependencies might answer your question better.

smcleod•7mo ago
Ah well that's not as bad I guess, I saw in their readme they're recommending people use 3.10, which when I see it is often a bit of a red flag that the project in question may not be well maintained, but I agree I do see quite a few ML repos still noting the use of 3.10 to this day.
porridgeraisin•7mo ago
Mostly whatever the earliest version pytorch supports. While 3.9 is supported until the end of this year, torch wheels and other wheels in the ecosystem were always troublesome in 3.9. So 3.10 it is.

3.9 would have been the preferred version if not for those issues, simply because it is the default on MacOS.

smcleod•7mo ago
Yikes those a both very old. Python pre 3.12 had some serious performance issues. You should be aiming to run the current stable version which will contain any number of stability and interoperability fixes. The bundled OS python versions are often far behind and better suited to running the basic tools rather than being used for every application or script that you run where ideally you'd use a python version manager and isolated virtual environment.
porridgeraisin•7mo ago
ML folks don't care (yes yes I'm generalizing...); They will upgrade whenever torch or one of their other favourite libraries tells them to.
etaioinshrdlu•7mo ago
What is such a thing good for?
kixiQu•7mo ago
Can someone explain why this would be more effective than a system prompt? (Or just point me to it being tested out against that, I supposed)