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Researchers poison stolen data to make AI systems return wrong result

https://www.theregister.com/2026/01/06/ai_data_pollution_defense/
1•pseudolus•56s ago•0 comments

Sora2

https://loraai.io/sora2-video-generator
1•xbaicai•2m ago•1 comments

Show HN: YoloForge – Create object detection datasets using Gemini 3 Pro

https://yoloforge.com
2•Olibier•2m ago•0 comments

Smartphone use cuts into school hours, with social media leading the way

https://phys.org/news/2026-01-smartphone-school-hours-social-media.html
1•pseudolus•2m ago•0 comments

SpotEdit: Selective Region Editing in Diffusion Transformers

https://biangbiang0321.github.io/SpotEdit.github.io/
1•gessha•2m ago•0 comments

When Code Becomes a Building Material

https://opuslabs.substack.com/p/build-broad-refine-later
1•opuslabs•3m ago•0 comments

Smart Commit – an AI-assisted Git commit workflow that stays in the CLI

https://github.com/vicc/smart-commit
1•ViccAlexander•3m ago•1 comments

I built a "Resonance Engine" to simulate how content lands before publishing

https://vect.pro/#/signup?continue=%2Fapp%2Ftools%3Ftool%3DResonance+Engine
2•MMAFRAZ•3m ago•1 comments

People are seeing the light on coding agents

https://12gramsofcarbon.com/p/people-are-seeing-the-light-on-coding
1•theahura•3m ago•0 comments

Netflix Migrates to Amazon Aurora: 75% Performance Boost and 28% Cost Reduction

https://www.infoq.com/news/2025/12/netflix-migrates-amazon-aurora/
1•rbanffy•4m ago•0 comments

Nick Kyrgios says few men would face top female player

https://www.japantimes.co.jp/sports/2025/12/18/tennis/kyrgios-sabalenka-exhibition-match/
1•PaulHoule•4m ago•0 comments

3Duino: A Low-Barrier Platform for Prototyping Interactive 3D-Printed Devices

https://dl.acm.org/doi/10.1145/3745778.3766649
1•rbanffy•5m ago•0 comments

Motorola, Intel, IBM Make a Mainframe in a PC – The PC XT/370

https://thechipletter.substack.com/p/motorola-intel-ibm-make-a-mainframe
1•rbanffy•5m ago•1 comments

Improve Accuracy in Multimodal Search and Visual Document Retrieval

https://huggingface.co/blog/nvidia/llama-nemotron-vl-1b
1•ibobev•5m ago•0 comments

Episode II: Human's Only: semi-anti-technology podcast

https://open.spotify.com/episode/1IvbRF0sxdPs0eSUYmzC6Q
1•thoughtfulappco•6m ago•0 comments

Nvidia Launches Next-Generation Rubin AI Compute Platform at CES 2026

https://www.servethehome.com/nvidia-launches-next-generation-rubin-ai-compute-platform-at-ces-2026/
1•ksec•6m ago•1 comments

Introduction to SIMD programming in pure Rust

https://kerkour.com/introduction-rust-simd
1•randomint64•7m ago•0 comments

Volonaut: Personal Airbike

https://volonaut.com
1•debo_•7m ago•0 comments

Ask HN: Is CS the exact opposite of hobby programming (in terms of motivation)?

1•amichail•7m ago•1 comments

A journey along East Asia's hidden artery

https://www.economist.com/interactive/christmas-specials/2025/12/18/a-journey-along-east-asias-hi...
1•andsoitis•7m ago•1 comments

Why I'm building Vect AI as a marketing operating system, not another AI tool

https://vect.pro/#/signup
2•afrazullal•7m ago•1 comments

Show HN: ElixirFeed – AI summaries of new PubMed research on longevity

https://elixirfeed.co
1•gosu94•8m ago•0 comments

LaTeX Coffee Stains [pdf]

https://ctan.math.illinois.edu/graphics/pgf/contrib/coffeestains/coffeestains-en.pdf
2•zahrevsky•9m ago•0 comments

Aiocop: Non-intrusive monitoring for Python asyncio event loop blocks

https://github.com/Feverup/aiocop
2•luismedel•10m ago•0 comments

The palm tree that led to Palmyra

https://alexwlchan.net/2025/palmyrene-alphabet/
1•surprisetalk•10m ago•0 comments

"Hey Siri" but with MCP Calls

https://github.com/clippy-oss/homie
3•mprokopp•10m ago•1 comments

Animagraffs – Animated infographics about everything

https://animagraffs.com/
1•surprisetalk•11m ago•0 comments

Some current game economics (2017)

https://www.raphkoster.com/2017/11/27/some-current-game-economics/
1•surprisetalk•11m ago•0 comments

The attrition is setting in: how Oregon's magic mushroom experiment lost its way

https://www.theguardian.com/us-news/2025/dec/12/oregon-pyschedelic-mushrooms
2•voxadam•11m ago•0 comments

Show HN: Can you hit replacement? A fertility SIM with cited sources

https://www.tfrsim.com/
1•joshuafkon•11m ago•0 comments
Open in hackernews

Show HN: Project Base 44" – A Fairness-Driven Protocol for Social Physics

https://github.com/yourname/base44).
4•gooner_port•1d ago
I am open-sourcing a concept for a "Community Engine"—a protocol that converts verifiable acts (tool lending, tutoring, energy sharing) into anonymized impact tokens. It uses a "Fairness-Driven State Machine" to automatically redistribute resources to under-served neighborhoods.

I am not selling anything. I am looking for architectural feedback on the logic.

The Core Logic (The Fairness Formula): The engine uses a dynamic multiplier based on local scarcity. I = (A * Q) * (D / S)

Where: - I = Impact Token Minter - A = Act Base Value (e.g., 10 for tool lending) - Q = Quality/Verification Score - D/S = Demand divided by Supply (The Fairness Multiplier)

If a user shares electricity in a blackout zone (High Demand), the multiplier spikes, incentivizing resource flow to that specific geospatial hex.

The Architecture: 1. Privacy: Zero-Knowledge Proofs to verify "Proof of Residence" without revealing identity. 2. Indexing: H3 Hexagonal Indices to generate policy-grade heatmaps of "Social Resilience" rather than poverty maps. 3. State Machine: Event-driven logic (codenamed Base 44) to handle real-time fluctuations in neighborhood demand.

The RFC (Request for Comments): I am stuck on the "Oracle Problem." How do we verify physical acts (like lending a drill) without a centralized moderator or heavy friction? I am currently looking at IoT smart-locks + QR handshakes, but this seems gameable.

I’m looking for feedback on the formula and the Sybil resistance strategy.