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Ask HN: AI Generated Diagrams

1•voidhorse•2m ago•0 comments

Microsoft Account bugs locked me out of Notepad – are Thin Clients ruining PCs?

https://www.windowscentral.com/microsoft/windows-11/windows-locked-me-out-of-notepad-is-the-thin-...
1•josephcsible•2m ago•0 comments

Show HN: A delightful Mac app to vibe code beautiful iOS apps

https://milq.ai/hacker-news
1•jdjuwadi•5m ago•1 comments

Show HN: Gemini Station – A local Chrome extension to organize AI chats

https://github.com/rajeshkumarblr/gemini_station
1•rajeshkumar_dev•5m ago•0 comments

Welfare states build financial markets through social policy design

https://theloop.ecpr.eu/its-not-finance-its-your-pensions/
2•kome•9m ago•0 comments

Market orientation and national homicide rates

https://onlinelibrary.wiley.com/doi/10.1111/1745-9125.70023
3•PaulHoule•9m ago•0 comments

California urges people avoid wild mushrooms after 4 deaths, 3 liver transplants

https://www.cbsnews.com/news/california-death-cap-mushrooms-poisonings-liver-transplants/
1•rolph•10m ago•0 comments

Matthew Shulman, co-creator of Intellisense, died 2019 March 22

https://www.capenews.net/falmouth/obituaries/matthew-a-shulman/article_33af6330-4f52-5f69-a9ff-58...
3•canucker2016•11m ago•1 comments

Show HN: SuperLocalMemory – AI memory that stays on your machine, forever free

https://github.com/varun369/SuperLocalMemoryV2
1•varunpratap369•12m ago•0 comments

Show HN: Pyrig – One command to set up a production-ready Python project

https://github.com/Winipedia/pyrig
1•Winipedia•14m ago•0 comments

Fast Response or Silence: Conversation Persistence in an AI-Agent Social Network [pdf]

https://github.com/AysajanE/moltbook-persistence/blob/main/paper/main.pdf
1•EagleEdge•14m ago•0 comments

C and C++ dependencies: don't dream it, be it

https://nibblestew.blogspot.com/2026/02/c-and-c-dependencies-dont-dream-it-be-it.html
1•ingve•15m ago•0 comments

Show HN: Vbuckets – Infinite virtual S3 buckets

https://github.com/danthegoodman1/vbuckets
1•dangoodmanUT•15m ago•0 comments

Open Molten Claw: Post-Eval as a Service

https://idiallo.com/blog/open-molten-claw
1•watchful_moose•16m ago•0 comments

New York Budget Bill Mandates File Scans for 3D Printers

https://reclaimthenet.org/new-york-3d-printer-law-mandates-firearm-file-blocking
2•bilsbie•16m ago•1 comments

The End of Software as a Business?

https://www.thatwastheweek.com/p/ai-is-growing-up-its-ceos-arent
1•kteare•17m ago•0 comments

Exploring 1,400 reusable skills for AI coding tools

https://ai-devkit.com/skills/
1•hoangnnguyen•18m ago•0 comments

Show HN: A unique twist on Tetris and block puzzle

https://playdropstack.com/
1•lastodyssey•21m ago•1 comments

The logs I never read

https://pydantic.dev/articles/the-logs-i-never-read
1•nojito•23m ago•0 comments

How to use AI with expressive writing without generating AI slop

https://idratherbewriting.com/blog/bakhtin-collapse-ai-expressive-writing
1•cnunciato•24m ago•0 comments

Show HN: LinkScope – Real-Time UART Analyzer Using ESP32-S3 and PC GUI

https://github.com/choihimchan/linkscope-bpu-uart-analyzer
1•octablock•24m ago•0 comments

Cppsp v1.4.5–custom pattern-driven, nested, namespace-scoped templates

https://github.com/user19870/cppsp
1•user19870•25m ago•1 comments

The next frontier in weight-loss drugs: one-time gene therapy

https://www.washingtonpost.com/health/2026/01/24/fractyl-glp1-gene-therapy/
2•bookofjoe•28m ago•1 comments

At Age 25, Wikipedia Refuses to Evolve

https://spectrum.ieee.org/wikipedia-at-25
2•asdefghyk•31m ago•4 comments

Show HN: ReviewReact – AI review responses inside Google Maps ($19/mo)

https://reviewreact.com
2•sara_builds•31m ago•1 comments

Why AlphaTensor Failed at 3x3 Matrix Multiplication: The Anchor Barrier

https://zenodo.org/records/18514533
1•DarenWatson•33m ago•0 comments

Ask HN: How much of your token use is fixing the bugs Claude Code causes?

1•laurex•36m ago•0 comments

Show HN: Agents – Sync MCP Configs Across Claude, Cursor, Codex Automatically

https://github.com/amtiYo/agents
1•amtiyo•37m ago•0 comments

Hello

2•otrebladih•38m ago•1 comments

FSD helped save my father's life during a heart attack

https://twitter.com/JJackBrandt/status/2019852423980875794
3•blacktulip•41m ago•0 comments
Open in hackernews

Do you think an AI image detector is needed nowadays?

https://susmeter.ai
3•picki•1mo ago

Comments

picki•1mo ago
Hi everyone, I am just validating an idea if a project like susmeter.ai is actually needed at all? It can detect AI/Deepfake signatures in images and videos, and it does it for free, however, there is already soooo much AI generated content that it doesn't even feel like such projects are needed... What do you think? The detector scans the signatures within files and the accuracy is actually quite good, tbh.
minimaxir•1mo ago
A reliable AI image detector would be useful, with "reliable" being the operative word. It is impossible to identify AI images reliably with current techniques.

"The detector scans the signatures within files" makes zero sense. I tried some knowingly AI-generated images and it only predicted a 55% chance they were AI, with the rationale being "Extremely uniform byte distribution - may indicate encrypted or random data" which also makes zero sense.

picki•1mo ago
That's sweet actually, 55% is a high chance it to be AI generated, tbh. I am wondering what would Gemini or other visually capable model tell you about those images you tested
rolph•1mo ago
that end of the stick is kinda nasty, wash your hands, and grasp the other end of the stick, you should detect "iamhuman" watermarks, rather than AI signatures. You will be searching for opted in humans that want to be known as human, much easier than searching for AI that wants to disguise itself as human, or forcing industry to allow you to reliably identify AI products.
picki•1mo ago
That's OK - I am happy to work with that 'nasty' end. Generally, there is no such signature as 'iamhuman' in media files, however there are plenty of AI/Deepfake/Edit signatures that can be traced (either through simple metadata, or SynthID or per-pixel distribution). Generally, when the one knows how to read deep data, the file can immediately tell how it was 'created'. Interestingly enough, even screenshots of an AI-generated image have a good rate of detection in susmeter.
rolph•1mo ago
>there is no such signature as 'iamhuman' in media files<

no official specification exists, but humans do irrational things.

e.g. pee wees playhouse, had the secret word of the day. [X] and whenever a visitor evoked the secret variable of the day, the playhouse gang would crackup laughing and finger pointing.

an unwritten tradition, to give alternate meaning and context to secret word of the day was in effect.

a human, can demonstrate humanity, to other humans, in subjective fashion, that AI will never deduce through logic.

when humans can reliably identify to each other as human, all else that fails to be human, is by inductive logic AI.

of course there are phalluses to concidder but hue manz havework around around

picki•1mo ago
I get the point you’re making about human self-identification and social signals. That’s an interesting alternative framing of the problem.

What I’m trying to validate at this stage isn’t the philosophical question of “what proves humanity,” but a much narrower one: "Is there demand for a tool that can probabilistically assess whether an image or video has been AI-generated or materially manipulated, using technical signals available today?"

For this idea validation I’m specifically testing whether probabilistic AI/media detection (imperfect as it is) solves a real problem for people today, without requiring new standards or behavior changes.