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Anthropic: Latest Claude model finds more than 500 vulnerabilities

https://www.scworld.com/news/anthropic-latest-claude-model-finds-more-than-500-vulnerabilities
1•Bender•3m ago•0 comments

Brooklyn cemetery plans human composting option, stirring interest and debate

https://www.cbsnews.com/newyork/news/brooklyn-green-wood-cemetery-human-composting/
1•geox•3m ago•0 comments

Why the 'Strivers' Are Right

https://greyenlightenment.com/2026/02/03/the-strivers-were-right-all-along/
1•paulpauper•5m ago•0 comments

Brain Dumps as a Literary Form

https://davegriffith.substack.com/p/brain-dumps-as-a-literary-form
1•gmays•5m ago•0 comments

Agentic Coding and the Problem of Oracles

https://epkconsulting.substack.com/p/agentic-coding-and-the-problem-of
1•qingsworkshop•6m ago•0 comments

Malicious packages for dYdX cryptocurrency exchange empties user wallets

https://arstechnica.com/security/2026/02/malicious-packages-for-dydx-cryptocurrency-exchange-empt...
1•Bender•6m ago•0 comments

Show HN: I built a <400ms latency voice agent that runs on a 4gb vram GTX 1650"

https://github.com/pheonix-delta/axiom-voice-agent
1•shubham-coder•6m ago•0 comments

Penisgate erupts at Olympics; scandal exposes risks of bulking your bulge

https://arstechnica.com/health/2026/02/penisgate-erupts-at-olympics-scandal-exposes-risks-of-bulk...
3•Bender•7m ago•0 comments

Arcan Explained: A browser for different webs

https://arcan-fe.com/2026/01/26/arcan-explained-a-browser-for-different-webs/
1•fanf2•9m ago•0 comments

What did we learn from the AI Village in 2025?

https://theaidigest.org/village/blog/what-we-learned-2025
1•mrkO99•9m ago•0 comments

An open replacement for the IBM 3174 Establishment Controller

https://github.com/lowobservable/oec
1•bri3d•11m ago•0 comments

The P in PGP isn't for pain: encrypting emails in the browser

https://ckardaris.github.io/blog/2026/02/07/encrypted-email.html
2•ckardaris•14m ago•0 comments

Show HN: Mirror Parliament where users vote on top of politicians and draft laws

https://github.com/fokdelafons/lustra
1•fokdelafons•14m ago•1 comments

Ask HN: Opus 4.6 ignoring instructions, how to use 4.5 in Claude Code instead?

1•Chance-Device•16m ago•0 comments

We Mourn Our Craft

https://nolanlawson.com/2026/02/07/we-mourn-our-craft/
1•ColinWright•18m ago•0 comments

Jim Fan calls pixels the ultimate motor controller

https://robotsandstartups.substack.com/p/humanoids-platform-urdf-kitchen-nvidias
1•robotlaunch•22m ago•0 comments

Exploring a Modern SMTPE 2110 Broadcast Truck with My Dad

https://www.jeffgeerling.com/blog/2026/exploring-a-modern-smpte-2110-broadcast-truck-with-my-dad/
1•HotGarbage•22m ago•0 comments

AI UX Playground: Real-world examples of AI interaction design

https://www.aiuxplayground.com/
1•javiercr•23m ago•0 comments

The Field Guide to Design Futures

https://designfutures.guide/
1•andyjohnson0•23m ago•0 comments

The Other Leverage in Software and AI

https://tomtunguz.com/the-other-leverage-in-software-and-ai/
1•gmays•25m ago•0 comments

AUR malware scanner written in Rust

https://github.com/Sohimaster/traur
3•sohimaster•27m ago•1 comments

Free FFmpeg API [video]

https://www.youtube.com/watch?v=6RAuSVa4MLI
3•harshalone•27m ago•1 comments

Are AI agents ready for the workplace? A new benchmark raises doubts

https://techcrunch.com/2026/01/22/are-ai-agents-ready-for-the-workplace-a-new-benchmark-raises-do...
2•PaulHoule•32m ago•0 comments

Show HN: AI Watermark and Stego Scanner

https://ulrischa.github.io/AIWatermarkDetector/
1•ulrischa•33m ago•0 comments

Clarity vs. complexity: the invisible work of subtraction

https://www.alexscamp.com/p/clarity-vs-complexity-the-invisible
1•dovhyi•34m ago•0 comments

Solid-State Freezer Needs No Refrigerants

https://spectrum.ieee.org/subzero-elastocaloric-cooling
2•Brajeshwar•34m ago•0 comments

Ask HN: Will LLMs/AI Decrease Human Intelligence and Make Expertise a Commodity?

1•mc-0•35m ago•1 comments

From Zero to Hero: A Brief Introduction to Spring Boot

https://jcob-sikorski.github.io/me/writing/from-zero-to-hello-world-spring-boot
1•jcob_sikorski•36m ago•1 comments

NSA detected phone call between foreign intelligence and person close to Trump

https://www.theguardian.com/us-news/2026/feb/07/nsa-foreign-intelligence-trump-whistleblower
14•c420•36m ago•2 comments

How to Fake a Robotics Result

https://itcanthink.substack.com/p/how-to-fake-a-robotics-result
1•ai_critic•37m ago•0 comments
Open in hackernews

Show HN: Realwork – Proof of work for the AI era

https://www.realwork.app/
1•Anuranjan_Vikas•1mo ago
Today, AI can generate anything from text, art, code to even music. The output is often indistinguishable from human work. And the people getting hurt aren't just consumers of slop, it's creators who now have to prove they didn't use AI.

Writers avoid em dashes because they "look AI." Artists get accused before they're appreciated. Students get flagged by inaccurate detectors.

Realwork is a macOS app that records your creative process: keystrokes, pauses, revisions, the messy parts and generates cryptographic proof that your work was shaped over time, not generated in seconds.

Think of it like a digital witness. You get a shareable proof page showing the timeline of how something was made. No surveillance, no productivity tracking, just receipts when you need them.

Tech: Native Swift/SwiftUI, ScreenCaptureKit for recording, Vision Framework OCR, blockchain-style session blocks with SHA256 hashing + Secure Enclave signatures.

I wrote the manifesto with Realwork running: Manifesto: https://www.realwork.app/manifesto Proof: https://www.realwork.app/anuranjanvikas31/launch-blog

Would love feedback on the concept, the UX, or whether this even matters to you. What would make you actually use something like this?

Comments

lerp-io•1mo ago
ironically, this could maybe sell for ai training.
Anuranjan_Vikas•1mo ago
Lol I've thought about that too. If we ever get there, user controls their data, they'd decide if they want to sell it or not. Worse pivots exist.
vitaelabitur•1mo ago
I am struggling to understand the need for this. If AI output is indistinguishable, that could mean -

1. It is as good as human output. For this to happen with the current state of AI, a human still needs to be an expert to guide and review. In this case, I don't think it hurts anyone to use AI.

2. It is worse than human output but the humans consuming it don't know any better. The AI reproduces successful patterns to produce books, paintings, music, films, instead of producing novel ideas/concepts that add to society. This is a deeper problem, and humans in pop culture have been doing it for years without AI. And besides art, bad outputs like vulnerable code or inaccurate text get detected naturally sooner or later.

Anuranjan_Vikas•1mo ago
You're right that the quality question is nuanced. But Realwork isn't really about whether AI output is good or bad—it's about what happens to creators in the meantime.

The problem I'm trying to solve: a student writes an essay, gets flagged by a detector, and now has to prove a negative. An artist posts work, gets accused in the comments, and has no way to show their process. The burden of proof has shifted to creators, and there's no good tool for that. You could argue "good work speaks for itself" and historically that was true. But we're in a transition period where the default assumption is shifting. Even if AI detection eventually improves or people learn to distinguish quality, right now creators are getting caught in the crossfire. Realwork is less about "AI bad" and more about giving creators receipts when they need them. Whether that need persists long-term, I'm genuinely not sure. But the pain is real today.

Curious, do you think the accusation climate is temporary, or does it become a permanent feature of how we evaluate work?

vitaelabitur•1mo ago
Makes sense. The default assumption is indeed shifting. Today, you are guilty of using AI until proven innocent. Students and some artists might certainly benefit from what you demoed.

This is interesting, I'll play the devil's advocate a bit more.

1. What is stopping me from opening AI outputs on another screen and typing them myself?

2. Have you figured out how to extend this concept to music and photography?

Anuranjan_Vikas•1mo ago
Good questions and Thanks for asking.

1. Honestly? Nothing. You could type out AI output from another screen and Realwork would record it. The friction helps, most people won't bother, but it's not foolproof. The typing patterns might look different (copying vs composing tends to show), but a determined faker could game it. At some point, if someone's putting that much effort into faking authenticity, that's a social trust problem no tool fully solves. Realwork raises the floor, not the ceiling.

2. Digital art (Figma, Photoshop etc) works already, recording captures the visual process, strokes, layers, iterations. Music and photography are trickier. Music production (Ableton, Logic) could work by tracking DAW activity, but still figuring out what "proof" looks like there. Photography is hardest since it's capture, not creation over time, though editing in Lightroom could apply. Some mediums will translate cleaner than others.