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Un-0: Generating Images with Coupled Oscillators

https://unconv.ai/blog/introducing-un-0-generating-images-with-coupled-oscillators/
59•babelfish•1h ago

Comments

mrr7337•1h ago
I didn't really understand anything...lgtm
fusionadvocate•40m ago
Is this somewhat related to reservoir computing?
fc417fc802•23m ago
(Disclaimer, not my area of expertise.) It appears to be adjacent but more general. There's an entire collection of methods (including reservoir computing) that conceptually resemble or are based on physical systems in one way or another. This appears to be an attempt to develop a new method that natively takes place as a physical process that we could readily implement in hardware.
andybak•24m ago
When I first learned about computer science at the age of 11 or so (and in 1982 or so) the first page of the text book put digital and analogue computers on what seemed to be an equal footing. And then proceeded to ignore the latter for the rest of the book. Apart from a few notable exceptions ( https://en.wikipedia.org/wiki/Phillips_Machine ) I've often wondered about analogue computing.
NopIdoN•20m ago
> However, the trade-off with our approach is that it requires a more complex loss that operates given only generated samples.
OutOfHere•1m ago
Can this even make an image having more than one "class"?

Write Like a Human

https://om.co/2020/07/30/write-like-a-human/
1•handfuloflight•34s ago•0 comments

Trump administration asks OpenAI to stagger release of GPT5.6

https://www.bloomberg.com/news/articles/2026-06-25/trump-administration-asks-openai-to-stagger-re...
1•htrp•43s ago•0 comments

Kuramoto Model for Synchronization

https://en.wikipedia.org/wiki/Kuramoto_model
1•efavdb•1m ago•0 comments

Extract structured JSON from messy text with Telnyx AI Inference

https://github.com/team-telnyx/telnyx-code-examples/tree/main/extract-structured-json-with-ai-python
1•sona-coffee11•2m ago•0 comments

Social Security fund may run out by 2032 Q4 lawmakers: high earners to pay more

https://www.cnbc.com/2026/06/25/social-security-why-some-washington-lawmakers-want-to-tax-high-ea...
1•donsupreme•6m ago•0 comments

Chinese A.I. Models Close the Gap with Anthropic and OpenAI

https://www.nytimes.com/2026/06/25/technology/zai-china-artificial-intelligence-models.html
1•JumpCrisscross•7m ago•0 comments

Hermetic builds help contain Shai-Hulud attacks

https://flox.dev/blog/mitigating-shai-hulud-attacks-with-hermetic-builds/
1•mathewpregasen•8m ago•0 comments

Scaling Laws, Carefully

https://lilianweng.github.io/posts/2026-06-24-scaling-laws/
1•sebg•8m ago•0 comments

Om Malik taught Silicon Valley to read itself

https://runtimewire.com/article/om-malik-taught-silicon-valley-to-read-itself
3•ryanmerket•9m ago•1 comments

Military branches restore flu shot requirement after virus swept through base

https://arstechnica.com/health/2026/06/military-branches-restore-flu-shot-requirement-after-virus...
5•tzs•11m ago•0 comments

Less Is More: The Orthodox File Manager (OFM) Paradigm

https://softpanorama.org/OFM/Paradigm/index.shtml
2•Quitschquat•14m ago•0 comments

The Return of Aspect Oriented Programming

https://thomaswc.com/blog/the_return_of_aop.html
3•thomaswc•16m ago•0 comments

ABA Problem

https://en.wikipedia.org/wiki/ABA_problem
2•soupspaces•16m ago•0 comments

Picking the best books among many good ones

https://booksfromgreats.com/manifesto
1•barisozmen•16m ago•0 comments

Show HN: A privacy-first tool to email your MP about Canada's surveillance bill

https://stopc22.ca/
3•braunshizzle•16m ago•0 comments

Transportation After the Age of Expansion

https://www.strongtowns.org/journal/2026-1-5-transportation-after-the-age-of-expansion
1•toomuchtodo•17m ago•0 comments

AMPH (Arch Meta Package Harmonizer)

https://github.com/DAMIOTF/Arch-Meta-Package-Harmonizer
1•damiotf•21m ago•0 comments

Show HN: I created a Scrabble-like word game with simple rules and fun combos

https://letterphile.com
2•sonOfHades•21m ago•0 comments

The Story of Hemoglobin

https://www.newtinteractive.com/essays/hemoglobin
1•sebg•21m ago•0 comments

Hidden Prompts in Manuscripts Exploit AI-Assisted Peer Review

https://cacm.acm.org/opinion/hidden-prompts-in-manuscripts-exploit-ai-assisted-peer-review/
1•sohkamyung•22m ago•0 comments

I am new to GitHub and I have lots to say (2025)

https://old.reddit.com/r/github/comments/1at9br4/i_am_new_to_github_and_i_have_lots_to_say/
1•SpyCoder77•22m ago•0 comments

Ask HN: Have you ever given your AI agent a phone number?

1•sameersri2004•22m ago•1 comments

The New York Times Amends Lawsuit Against OpenAI and Microsoft

https://www.nytimes.com/2026/06/25/technology/times-lawsuit-openai-microsoft.html
2•JumpCrisscross•23m ago•0 comments

How AI is powering new law firm structures

https://www.ft.com/content/6f8f7acd-8afe-42bb-a5c7-89fffe1af91f
1•petethomas•24m ago•0 comments

Zig – SPIR-V Backend Progress

https://ziglang.org/devlog/2026/#2026-06-26
3•Retro_Dev•25m ago•0 comments

Hot surfaces during Europe's heatwave 'seen' by Sentinel-3

https://www.esa.int/ESA_Multimedia/Images/2026/05/Hot_surfaces_during_Europe_s_heatwave_seen_by_S...
3•simonebrunozzi•29m ago•0 comments

The operating cost starts after the demo

https://twoheads.net/the-promise-is-unattended-work/
2•hellokfk•30m ago•0 comments

Deferring tech choices to thought leaders

https://twitter.com/bentlegen/status/2069876565110898920
2•coloneltcb•32m ago•1 comments

The running list: major tech layoffs in 2026 where employers cited AI

https://techcrunch.com/2026/06/22/the-running-list-major-tech-layoffs-in-2026-where-employers-cit...
3•momentmaker•33m ago•0 comments

Show HN: VibeKilled.rip – a live world map of devs who just hit the rate limit

https://vibekilled.rip/
1•thomasgeelens•33m ago•0 comments