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Time-to-exploit is now negative: attacks begin before the patch ships

https://my127001.pl/en/cyber-threats-2026-in-numbers
1•cybersecmichalk•24s ago•0 comments

Kala Paint

https://cooldogstudios.com/
1•darcien•1m ago•0 comments

UK public don't trust Fujitsu, but government does

https://www.computerweekly.com/news/366646332/UK-Public-dont-trust-Fujitsu-but-government-does
2•latein•5m ago•1 comments

How to know if talking to your coding agent like a caveman saves money

https://jayn.app/caveman
2•hugopuybareau•7m ago•0 comments

Scale Space Cymatist, a cymatics instrument whose creator is facing homelessness

https://setzstone.itch.io/cymatist
1•hobscure•7m ago•1 comments

Follow trains worldwide in real time

https://www.traintracker24.com/
1•taubek•9m ago•0 comments

Vorssaint – PowerToys for macOS

https://github.com/vorssaintapp/vorssaint-utils
1•SyncOnGreen•10m ago•0 comments

ABAH – Offline firmware generation and flashing with GraphRAG and PlatformIO

https://github.com/john-abah/ABAH
1•JA2026•10m ago•0 comments

Oura reportedly eyeing a September IPO that could value it at more than $16B

https://techcrunch.com/2026/08/24/oura-is-reportedly-eyeing-a-september-ipo-that-could-value-it-a...
2•brandonb•13m ago•0 comments

JupyterGIS 0.16: a grammar of graphics for maps, and collaborative story maps

https://blog.jupyter.org/jupytergis-0-16-new-visualization-capabilities-collaborative-story-maps-...
8•arjxn-py•14m ago•1 comments

We're lying to Claude in almost every session

https://github.com/Piebald-AI/claude-code-system-prompts/blob/main/system-prompts/system-prompt-a...
2•soletta•15m ago•1 comments

Terminal-bench: benchmarks for AI agents in terminal environments

https://www.tbench.ai/
1•Bluestein•19m ago•0 comments

Show HN: Ablo, make your AI app multiplayer

https://github.com/Abloatai/ablo
1•Elias_agardh•19m ago•0 comments

Has AI Gone Rogue?

https://calnewport.com/has-ai-gone-rogue/
1•thedebuglife•28m ago•0 comments

Show HN: I made ActivityLine: CPU, GPU, RAM and Network in one menu bar line

https://activityline.app
1•jakemanger•30m ago•0 comments

Blend Modes in SwiftUI

https://nilcoalescing.com/blog/BlendModesInSwiftUI/
2•skreep•31m ago•1 comments

Retrieval is a measurement instrument, and nobody reports its coverage

https://ai.bedvibe.studio/retrieval-coverage/
1•BedVibe_Studios•33m ago•0 comments

Japanese firm has developed a human fridge to stave off heatstroke

https://www.dezeen.com/2026/07/27/human-refrigerator-sdrs-trusco-nakayama/
1•giuliomagnifico•36m ago•0 comments

Japan enlists 1,800 people to drag 360-tonne castle keep using ropes and rollers

https://www.theguardian.com/world/2026/aug/25/japan-1800-people-move-pull-400-tonne-hirosaki-cast...
3•YeGoblynQueenne•41m ago•0 comments

ClaudeGate – Use OpenRouter Models (0x Alpha, DeepSeek) in Claude Code CLI

https://github.com/Santosh-Prasad-Verma/ClaudeGate
1•Tarun121•41m ago•0 comments

Games as the Engine of AI Research

https://deepmind.google/blog/from-atari-to-eve-online-building-on-15-years-of-ai-research-in-games/
2•brandonb•41m ago•0 comments

Some trees are worsening urban air quality as climate warms

https://www.independent.co.uk/news/science/trees-air-quality-cities-china-b3036111.html
1•johnbarron•47m ago•0 comments

A ZK withdrawal system without multisig trust

https://github.com/niumeta/niumeta/tree/main/Cross-ChainBridge
1•niumeta_TZ•51m ago•2 comments

Legal Experts Slam IDF for Over-Warning Gazans (2015)

https://www.israelnationalnews.com/news/196506
3•mpweiher•54m ago•0 comments

Ask HN: When did Claude Fable start giving summarized thinking?

1•springtimesun•54m ago•0 comments

ProofCore: Zero-storage release notarization for GitHub using OIDC

https://github.com/ProofCore-Protocol/proofcore-action
1•proofcore_proto•59m ago•0 comments

Swarrow: The Deployment Capability I Needed

https://kingori.co/swarrow-the-deployment-capability-i-actually-needed/
2•kingori•1h ago•0 comments

Dutch lawyer fined €2,300 for using AI-hallucinated citation

https://nltimes.nl/2026/08/24/dutch-lawyer-fined-eu2300-using-ai-hallucinated-citation
2•tcp_handshaker•1h ago•5 comments

Show HN: I built an AI music generator with some harnesses

https://onlymusic.ai
3•ShawWang•1h ago•1 comments

GrapheneOS Is Coming to Motorola Phones Next Year

https://lifehacker.com/tech/graphene-os-motorola-phones
1•mdp2021•1h ago•0 comments
Open in hackernews

A ZK withdrawal system without multisig trust

https://github.com/niumeta/niumeta/tree/main/Cross-ChainBridge
1•niumeta_TZ•51m ago

Comments

niumeta_TZ•51m ago
We built something that is neither a public chain nor a consortium chain. The goal was to deal with compliance, performance, decentralization and security at the same time. The codebase is very large — 312 Rust crates. Maybe you'll call it a big ball of mud, but it compiles smoothly, and a single shard currently benchmarks at a stable 3000 TPS (EPYC 7413, 16GB RAM, 2TB SSD, 6-second block interval, with multiple nodes installed on one server — a real deployment should do better; per-process resource usage is very low). There are 40 shards in total, and it can be extended further.

What I want to show today is the ZK-based deposit/withdrawal system. This part is open source on GitHub and can be compiled and verified independently.

Is this meaningful to the industry? It does not rely on multisig.

As for how secure it really is — we still have concerns ourselves. For now we rely on watchdog nodes that can circuit-break every single withdrawal, plus an hourly limit and a daily limit. For the project these are, honestly, temporary measures.

One more thing, about the choice of SP1: is 6.2.3 safe enough? On the same 7413 server, with no GPU, generating one proof takes about 2–3 minutes.

Repo: https://github.com/niumeta/niumeta (the ZK part is under "Cross-Chain Bridge/", with a reproducible build guide)

niumeta_TZ•41m ago
Author here – adding some context.

We're thinking about this at a different level: "Towards a Type I Civilization: A Zero-Trust Network"

With the exception of AI training, all traditional data center capabilities can be decentralized and integrated on-chain.

This might sound like a joke, but we are serious.

Architecture overview: https://www.niumeta.com/en/developers/architecture