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Show HN: SVGV – A Real-Time Vector Video Format for Budget Hardware

https://github.com/thealidev/VectorVision-SVGV
1•thealidev•1m ago•0 comments

Study of 150 developers shows AI generated code no harder to maintain long term

https://www.youtube.com/watch?v=b9EbCb5A408
1•lifeisstillgood•1m ago•0 comments

Spotify now requires premium accounts for developer mode API access

https://www.neowin.net/news/spotify-now-requires-premium-accounts-for-developer-mode-api-access/
1•bundie•4m ago•0 comments

When Albert Einstein Moved to Princeton

https://twitter.com/Math_files/status/2020017485815456224
1•keepamovin•5m ago•0 comments

Agents.md as a Dark Signal

https://joshmock.com/post/2026-agents-md-as-a-dark-signal/
1•birdculture•7m ago•0 comments

System time, clocks, and their syncing in macOS

https://eclecticlight.co/2025/05/21/system-time-clocks-and-their-syncing-in-macos/
1•fanf2•8m ago•0 comments

McCLIM and 7GUIs – Part 1: The Counter

https://turtleware.eu/posts/McCLIM-and-7GUIs---Part-1-The-Counter.html
1•ramenbytes•11m ago•0 comments

So whats the next word, then? Almost-no-math intro to transformer models

https://matthias-kainer.de/blog/posts/so-whats-the-next-word-then-/
1•oesimania•12m ago•0 comments

Ed Zitron: The Hater's Guide to Microsoft

https://bsky.app/profile/edzitron.com/post/3me7ibeym2c2n
2•vintagedave•15m ago•1 comments

UK infants ill after drinking contaminated baby formula of Nestle and Danone

https://www.bbc.com/news/articles/c931rxnwn3lo
1•__natty__•16m ago•0 comments

Show HN: Android-based audio player for seniors – Homer Audio Player

https://homeraudioplayer.app
2•cinusek•16m ago•0 comments

Starter Template for Ory Kratos

https://github.com/Samuelk0nrad/docker-ory
1•samuel_0xK•18m ago•0 comments

LLMs are powerful, but enterprises are deterministic by nature

2•prateekdalal•21m ago•0 comments

Make your iPad 3 a touchscreen for your computer

https://github.com/lemonjesus/ipad-touch-screen
2•0y•26m ago•1 comments

Internationalization and Localization in the Age of Agents

https://myblog.ru/internationalization-and-localization-in-the-age-of-agents
1•xenator•27m ago•0 comments

Building a Custom Clawdbot Workflow to Automate Website Creation

https://seedance2api.org/
1•pekingzcc•29m ago•1 comments

Why the "Taiwan Dome" won't survive a Chinese attack

https://www.lowyinstitute.org/the-interpreter/why-taiwan-dome-won-t-survive-chinese-attack
2•ryan_j_naughton•30m ago•0 comments

Xkcd: Game AIs

https://xkcd.com/1002/
1•ravenical•31m ago•0 comments

Windows 11 is finally killing off legacy printer drivers in 2026

https://www.windowscentral.com/microsoft/windows-11/windows-11-finally-pulls-the-plug-on-legacy-p...
1•ValdikSS•32m ago•0 comments

From Offloading to Engagement (Study on Generative AI)

https://www.mdpi.com/2306-5729/10/11/172
1•boshomi•34m ago•1 comments

AI for People

https://justsitandgrin.im/posts/ai-for-people/
1•dive•35m ago•0 comments

Rome is studded with cannon balls (2022)

https://essenceofrome.com/rome-is-studded-with-cannon-balls
1•thomassmith65•40m ago•0 comments

8-piece tablebase development on Lichess (op1 partial)

https://lichess.org/@/Lichess/blog/op1-partial-8-piece-tablebase-available/1ptPBDpC
2•somethingp•41m ago•0 comments

US to bankroll far-right think tanks in Europe against digital laws

https://www.brusselstimes.com/1957195/us-to-fund-far-right-forces-in-europe-tbtb
3•saubeidl•42m ago•0 comments

Ask HN: Have AI companies replaced their own SaaS usage with agents?

1•tuxpenguine•45m ago•0 comments

pi-nes

https://twitter.com/thomasmustier/status/2018362041506132205
1•tosh•47m ago•0 comments

Show HN: Crew – Multi-agent orchestration tool for AI-assisted development

https://github.com/garnetliu/crew
1•gl2334•48m ago•0 comments

New hire fixed a problem so fast, their boss left to become a yoga instructor

https://www.theregister.com/2026/02/06/on_call/
1•Brajeshwar•49m ago•0 comments

Four horsemen of the AI-pocalypse line up capex bigger than Israel's GDP

https://www.theregister.com/2026/02/06/ai_capex_plans/
1•Brajeshwar•50m ago•0 comments

A free Dynamic QR Code generator (no expiring links)

https://free-dynamic-qr-generator.com/
1•nookeshkarri7•50m ago•1 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.