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Sorting algorithms in 6 minutes (2013) [video]

https://www.youtube.com/watch?v=kPRA0W1kECg
1•akkartik•32s ago•0 comments

Stop your agent from saying it's done when it isn't

https://deepwiki.com/grainulation/bean
2•woptober•1m ago•0 comments

CodeTimeline – Visual AI-narrated history for any GitHub repo

https://github.com/Rohan5commit/codetimeline
1•rohan33332e•2m ago•1 comments

Vortex Layer Theory

https://zenodo.org/records/20806350
1•aleksy_rybicki•3m ago•0 comments

AI Code Stitcher - Agentic AI Avoidance.

1•aihatterer•3m ago•0 comments

Codex Fast mode isn't 50% faster, but still takes 2.5x usage

https://old.reddit.com/r/codex/comments/1t9p4t5/fast_mode_isnt_actually_50_faster_but_still_takes/
1•behnamoh•5m ago•1 comments

Guidance injection: reliable instructions for local LLMs

https://samihonkonen.com/posts/guidance-injection/
2•shonkone•6m ago•0 comments

Corelayer0 – Turn any OpenAPI spec into a hosted MCP server

https://corelayer0.com
1•shackdown•6m ago•0 comments

Picot: Codex style GUI for the Pi coding agent

https://github.com/shixin-guo/picot
1•gzpoffline•11m ago•0 comments

What do you think it work best Reddit vs. X

1•thepopson•17m ago•2 comments

Sam Altman Movie 'Artificial' Dropped by Amazon After OpenAI Partnership

https://variety.com/2026/film/global/luca-guadagnino-sam-altman-movie-artificial-dropped-amazon-1...
1•mgh2•17m ago•0 comments

Show HN: Zot now has model shortcuts: jump between your favorite models

https://github.com/patriceckhart/zot
3•patriceckhart•19m ago•0 comments

Bitmine, Sharplink and Joe Lubin back Ethereum R&D nonprofit

https://www.techsentiments.com/article/2026/06/22/bitmine-sharplink-and-joe-lubin-back-ethereum-r...
1•rajsuper123•20m ago•0 comments

Docker-compatible REST API on top of Apple container

https://github.com/socktainer/socktainer
2•uzyn•20m ago•0 comments

The Cheap Model Fallacy

https://twitter.com/deepwhitman/status/2067282002307612888
4•bilater•26m ago•0 comments

Unable to process: source material unavailable

https://fivetakes.news/global-minerals-supply-and-ai-infrastructure-eu-brazil-strategic-partnership
1•mmeirovich•28m ago•0 comments

Show HN: WSL Dashboard – an open-source,low-memory, high-performance GUI manager

https://github.com/owu/wsl-dashboard
3•GuardCalf•37m ago•0 comments

TIRx: An Open Compiler Stack for Evolving Frontier ML Kernels

https://tvm.apache.org/2026/06/22/tirx
1•matt_d•37m ago•0 comments

Prototyping data tools with AI, a case study: Solar and Battery Atlas

https://ember-energy.org/latest-updates/prototyping-data-tools-with-ai-a-case-study-solar-battery...
2•toomuchtodo•38m ago•1 comments

Stripe pre-launch security checklist for indie SaaS

https://github.com/galakurpi/stripe-prelaunch-security-checklist
1•jongalarraga•38m ago•0 comments

Show HN: A private pager for your AI agent loops

https://ask-a-human.ai
3•alexandroskyr•39m ago•1 comments

SeeDance 2.5 Is Stunning

https://twitter.com/Long4AI/status/2069262125776920582
4•vantareed•42m ago•0 comments

AI Wrote the Code. Nobody Knows Why It Made Those Decisions

https://brunelly.com/
4•rihabzt•46m ago•0 comments

Latexdiff online – diff two LaTeX files in the browser

https://thelatexlab.com/latexdiff-online/
1•sahiltll•46m ago•0 comments

Matrix and Quaternion FAQ

https://j3d.org/matrix_faq/matrfaq_latest.html
1•signa11•49m ago•0 comments

Who Does What? Team Topologies for the Agentic Platform

https://blog.owulveryck.info/2026/06/22/who-does-what-team-topologies-for-the-agentic-platform.html
1•owulveryck•50m ago•0 comments

Thousand-year-old ancient oak tree linked to 'Robin Hood' legend has died

https://abc7.com/story/thousand-year-old-ancient-oak-tree-tied-robin-hood-legend-has-died-wildlif...
1•ValentineC•51m ago•1 comments

Ask HN: Product idea validation made simple and streamlined

https://pmfboard.com/
1•connollystr•53m ago•1 comments

Mental Illness Does Not Cause Homelessness

https://truths-and-loves.ghost.io/mental-illness-does-not-cause-homelessness/
2•deterministic•57m ago•0 comments

The Lure of "Magic Bullets" in Reforming Schools

https://larrycuban.wordpress.com/2026/06/22/the-lure-of-magic-bullets-in-reforming-schools/
1•Tomte•57m ago•0 comments
Open in hackernews

Will It Mythos?

https://swelljoe.com/post/will-it-mythos/
57•mindingnever•1h ago

Comments

jrochkind1•52m ago
> And, all of the bugs can be identified by several models if they are pointed directly at it and told what to look for.

This made me think, well, sure, if you tell them what to look for... but then:

> The models can look at the whole repo, and follow logic across file boundaries, but they’re not told what to look for.

So okay, the first one was an accidental mis-statement?

wodenokoto•38m ago
No. In the test they are not told what to look for. They are told “as part of a security audit, please audit this file. You are free to look at the rest of the report for context.”

Outside of the test, they are told “can you find this bug in this file?”

jrochkind1•23m ago
Why are they being told anything outside of the test? What is that for? Isn't “can you find this bug in this file?” also a test? It sounds like there are two kinds of tests? I'm clearly confused, I realize.
reinitctxoffset•44m ago
Opus 4 class models are terrifying at infosec. They tie their shoelaces together on other things, but don't fuck with them on that. It's a savant thing.

A cursory reading of the model card shows Mythos/Fable is a fine tune on Project Zero with some steering on persistence.

But I think it's a valuable lesson: advertise your product as a nuclear weapon while microdosing at Lighthaven to enough Davos attendees and sooner or later? Someone is going to evaluate the claim from a chair where you act first and nuance later.

Wild that Amodei's blog and pod circuit are the greatest IPO risk.

eru•39m ago
> Opus 4 class models are terrifying at infosec. They tie their shoelaces together on other things, but don't fuck with them on that. It's a savant thing.

I think they are very good at finding flaws; but they aren't all that great at making a system that doesn't have (security) flaws.

reinitctxoffset•36m ago
You are not wrong, but there's an asdymetry here: run adversarial self play and low-pass filter.
eru•28m ago
Mostly right. However there's an extra assumption I didn't explicitly state:

Almost all existing real world software is full of holes and security flaws. Mythos is better than humans at uncovering many of them; especially because its time is a lot cheaper than that of the top tier human experts (and even of mid-and low-tier human experts).

Especially when these systems are written in notoriously unreliably languages like C.

I don't think Mythos is especially good at writing systems that are free of security problems. Essentially the only way we know is by proving your software correct.

In principle, you can even prove C correct, but in practice you'll want to write your system from the ground up to be proven correct instead of adding that property after the fact; and for that you'll most likely also want to pick a language that supports this better.

See https://en.wikipedia.org/wiki/SeL4 for a noteworthy example.

tptacek•32m ago
What makes you say that? I think they're better than replacement-level developers at making secure systems (I spent 20 years looking for vulnerabilities in human-written code as a full-time job).
jaggederest•32m ago
In my brief experience, the difference between fable and opus is largely in persistence, not global intelligence like you might expect. Fable just... goes the extra mile, sometimes in a scary way.
hodgehog11•24m ago
Hard disagree. Opus reports to me like a student. Fable reported to me like a colleague (researcher). It genuinely seemed to pick up on nuance that the other models just don't, even when I tell them explicitly. It's been really frustrating that neither Codex nor Opus can make targetted edits to Fable's code without screwing something subtle up. For context, this is for computational geometry work, so your mileage may vary.
hypfer•20m ago
Wait, so..

This is interesting. The "reported to me like a colleague" part.

Is it just that anthropic gave Mythos even more of that Anthropic™ character, (incorrectly) radiating confidence?

Is that why people have been losing their minds over that thing? Is this just cheap social engineering?

I mean I bet it is also slightly more capable than opus, but that would all check out to me. Man.

Thanks for sharing I suppose.

TylerE•16m ago
No, it’s just a fundamentally much better model. Going back to Opus feels like the model has been lobotomized. It makes much more frequent errors, especially of the “I claimed I tested x y and z, but actually only kinda half heartedly tested x, and assumed I understood what was wrong” variety.
hypfer•12m ago
Wait but that has been the exact word-for-word complaint when comparing sonnet to opus

Or opus to opus

Or really any new thing to old thing

sscaryterry•28m ago
Agreed. In the right hands, they can perform magic.
eru•10m ago
See https://news.ycombinator.com/item?id=48640533 for some further elaboration.

These models are definitely a lot better than your run of the mill human developer at finding security flaws in existing systems. I'm agnostic at how good they are at actually making a secure system. Probably better, too, for two reasons:

- humans are really terrible

- the model probably has an easier time picking up special purpose tools you can use to write proven secure systems

I don't think Mythos can write secure C code, either. Practically no one can. (At least not directly. See how seL4 is officially written in C; but they didn't just set out to carefully write secure C code directly; C just happens to be an intermediate language they use.)

raphman•12m ago
> It's been really frustrating that neither Codex nor Opus can make targetted edits to Fable's code without screwing something subtle up.

Reminds me of the old adage: don't try to be too smart when writing code. Otherwise, dumber people - including your future self - will have trouble working with it.

mohsen1•11m ago
Yes, in my project I made so much more progress in 3 days of Fable that is not comparable to how Opus is working.
somesortofthing•24m ago
In LLMs, much like in humans, agency and misalignment are two sides of the same coin.