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Show HN: Argmin, challenges for optimizing hard problems

https://argmin.dev
1•steventhornton•53m ago
I want to share a project I've been working on called argmin.dev. It's a platform for hard optimization problems where a solution can be checked deterministically.

For a bit of background, I've always found these types of problems interesting. The really difficult optimization problems where techniques like gradient decent don't work, or where even finding a feasible solution is difficult (e.g. square packing). I've worked on these independently for fun and have created this project as a way to share the problems I find interesting with the community. I am curious to see how far others can push these.

Each challenge is defined by its verifier, a program that will enforce the constraints, and evaluate the objective function. The verifiers are open-source per challenge, so users can check their solutions against it before submitting. The platform keeps a record of submissions and will update the leaderboard each time someone finds a new record. Because the verifier is the spec, any loopholes in its implementation are open game to exploit to reach the top of the leaderboard.

So far I've shipped two challenges: one for implementing the standard normal CDF in Solidity where the objective is to find the implementation with the smallest error, the second is to pack a 351,049-word dictionary of words into the smallest crossword possible.

These are just the first few ideas I've had with lots more coming soon. The next one might on finding an optimal algorithm (think matrix multiplication) which is going to be a bit tricky to design the verifier for.

Any feedback on this would be amazing to hear, especially around the verifier model, whether these types of challenges seem interesting, or if anything about how the platform works seems unclear.

Flatpak 1.19 Released with Nine Security Fixes

https://www.phoronix.com/news/Flatpak-1.19-Released
1•Bender•29s ago•0 comments

Analyzing Fedora's Slow Performance on the Framework Laptop 13 Pro

https://www.phoronix.com/review/fedora-pantherlake-thermald-tuned
1•Bender•50s ago•0 comments

Rant/Help Google auto-account bans are insane

https://accounts.google.com
1•howdyhowdy•55s ago•1 comments

China warns of "security backdoor" in Anthropic AI coding tool [July 8, 2026]

https://www.cbsnews.com/news/china-security-backdoor-anthropic-ai-coding-tool/
1•tiahura•1m ago•1 comments

Deep-diff NPM JavaScript library lost reference documentation

https://github.com/therohk/datum-merge/blob/main/src/diff-lib/dd-README.md
1•arzan303•1m ago•0 comments

Ask HN: What are your thoughts on E2E software development using AI agents?

1•sandiprghane•2m ago•0 comments

Phone tracking adding to license plate readers, associating devices with cars

https://techxplore.com/news/2026-08-tech-tracking-plate-readers-associating.html
1•mdp2021•2m ago•0 comments

Moving integer division to floating-point is trivial

http://marc-b-reynolds.github.io/math/2026/08/10/IntDivByFP.html
1•fanf2•3m ago•0 comments

Experience of Running Muse Glimmer on Mac

https://holaclaw.ai/blog/muse-glimmer-on-mac
2•ridruejo•3m ago•0 comments

Ask HN: Are third party gguf/mmproj safe on Llama in production env

1•skye0110•3m ago•0 comments

A compiler that turns a day at my computer into agent memory, no LLM

https://github.com/nossa-y/activity-frames
1•nossa-y•4m ago•0 comments

Terminal Browser

https://terminal-browser.com/
1•navigaid•4m ago•0 comments

Tradecraft: A portable format for context about detections

https://github.com/spectrum-sec/delta-tradecraft
1•DecadeSol•5m ago•0 comments

Linux desktop use surged to 22% on one workday, Cloudflare data shows

https://www.zdnet.com/article/linux-desktop-use-surged-on-one-workday-cloudflare-data-shows/
1•CrankyBear•6m ago•0 comments

Coffee Camp cattle farmer plants 14,000 trees for flood mitigation

https://www.abc.net.au/news/2026-07-10/nature-based-solutions-flooding/106844226
1•speckx•6m ago•0 comments

Possibly Resolving a Conjecture on Matrix Theory with GPT Sol

https://chillphysicsenjoyer.substack.com/p/i-possibly-resolved-a-conjecture
3•crescit_eundo•7m ago•0 comments

Spotify to Label AI 'Artists'

https://www.theguardian.com/technology/2026/aug/11/spotify-label-ai-artists-block-them-from-some-...
1•bokkies•8m ago•0 comments

Sphere packing, AI, and mathematical beauty

https://www.empirical.health/blog/ai-math-sphere-packing/
1•brandonb•9m ago•0 comments

Handing Out My Resume in Person

https://pretendtypewriter.net/handing-out-my-resume-in-person/
2•nate•11m ago•0 comments

Sopcos Protocol Based Liability Attribution in Semi-Autonomous Industrial System

https://zenodo.org/records/19359701
1•programlayan•11m ago•0 comments

The Path to Recursive Self-Improving Agents

https://github.com/D2I-ai/awesome-recursive-self-improving-agents
2•shuaiqi6•11m ago•0 comments

July's Heat Dome Put DR on the Front Lines with One of Our Biggest Event Weeks

https://uplight.com/blog/julys-heat-dome-put-dr-on-the-front-lines-with-one-of-our-biggest-event-...
1•mooreds•11m ago•0 comments

After the IDE [video]

https://www.youtube.com/watch?v=bvwE9XpNXOI
1•whosgotch•12m ago•0 comments

Ask HN: What email provider do you recommend for personal email?

1•shlomo_z•12m ago•2 comments

Show HN: Chopi, a macOS filesystem+network sandbox to unleash your agents

https://github.com/danra/chopi
1•danra•14m ago•0 comments

Our puzzle generator lied about difficulty. Twice

1•cybiqonai•16m ago•0 comments

Projected economic gains and lives saved under universal healthcare in the US

https://www.medrxiv.org/content/10.64898/2026.07.22.26358689v1
2•robtherobber•16m ago•0 comments

Show HN: Local Code Review

https://plannotator.ai/code-review/
2•ramoz•17m ago•0 comments

AI Loop Engineering in 2026: How to Build a Gauntlet Loop

https://www.thepromptindex.com/ai-loop-engineering-gauntlet-loop-guide.html
2•westurner•19m ago•1 comments

Rails Is Done

https://lucas.dohmen.io/posts/2026/08/09/rails-is-done/
4•ramon156•20m ago•1 comments