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To Classify, Try a Trie Tree

https://fsdatalab.github.io/blog/ai-classification/
2•matt_d•2m ago•0 comments

Hydropneumatic Suspension

https://en.wikipedia.org/wiki/Hydropneumatic_suspension
1•Svip•4m ago•0 comments

Software engineers don't get to be Luddites about AI

https://www.seangoedecke.com/software-engineers-dont-get-to-be-luddites-about-ai/
3•vismit2000•5m ago•0 comments

Show HN: A 3D sky city where my Claude Code agents work and take coffee breaks

https://github.com/ishraq21/skyborne
1•Ishraq21•6m ago•0 comments

Don't Feed the AI

https://github.com/zeroc00I/DontFeedTheAI
1•car•8m ago•1 comments

Show HN: GPT-3.5 answered, GPT-4 voided; I built an EOS gate for AGI

https://getswiftapi.com
1•rayanpal_•9m ago•0 comments

Intel Accelerates Open Infrastructure for the Agentic AI Era

https://www.intel.com/content/www/us/en/newsroom/news/artificial-intelligence/intel-accelerates-o...
1•boyter•17m ago•0 comments

Measure a Workflow, Not a System

https://rlafuente.com/posts/2026-10-11-agent-evals-2-measure-a-workflow.html
2•andes314•17m ago•0 comments

Show HN: Open Health Sync – Self-hosted API for wearable and health data

https://github.com/soma-intelligence/open-health-sync
1•quentincaron0•20m ago•0 comments

Why agents lose the plot on large or legacy codebases

https://loopsfinity.com/blog-context-rot-large-codebases
2•shymaple•21m ago•0 comments

FBI arrests Canadian cybersecurity expert in ShinyHunters hacking case

https://www.cbc.ca/news/canada/canadian-cybersecurity-expert-arrested-fbi-shinyhunters-9.7378256
2•empressplay•21m ago•0 comments

Costa Vayenas, Insights from "The Swiss Franc 1798 – 2055" [video]

https://www.youtube.com/watch?v=5-KdMBQkUic
2•johntfella•22m ago•0 comments

Fork-and-Flush: Escaping Idea Basins in Autoresearch Agents

https://arxiv.org/abs/2610.07447
2•matt_d•25m ago•0 comments

Stateless Language Agents: Scaling Long-Horizon Automated Research

https://arxiv.org/abs/2610.07625
2•matt_d•31m ago•0 comments

When should an agent own the control flow?

https://www.calm.rocks/blog/pipeline-vs-agent/
1•calmrocks•32m ago•1 comments

Trader Nets $1.28M on Papertrade as 1,000x Leverage Raises Risk Questions

https://coinmarketcap.com/community/post/380070089/
1•joeymabia1•33m ago•0 comments

PhoneBot: A Low-Cost Open Humanoid Robot Platform Reusing Smartphones

https://arxiv.org/abs/2610.08737
1•geox•33m ago•0 comments

Eliminating a gut microbe could slash gastric cancers (2024)

https://www.science.org/content/article/eliminating-gut-microbe-could-slash-gastric-cancers
1•rzk•33m ago•0 comments

J Spalletta Convicted for Defrauding Crypto Exchange of $50M in Hacks

https://www.justice.gov/usao-sdny/pr/jonathan-spalletta-convicted-defrauding-crypto-exchange-over...
2•Gaishan•34m ago•0 comments

AI Mentions Checker: Track Your Brand Visibility in AI Search

1•Scarlett5•37m ago•0 comments

NFL Big Data Bowl 2027

https://www.kaggle.com/c/nfl-big-data-bowl-2027
1•duck•39m ago•0 comments

Harpie – A local SSH key manager for Windows

https://github.com/HarpieDev/SSHKeyManager
1•Harpie•41m ago•0 comments

Why the Nobel Prize in Economics Went to Robert Hall and Michael Woodford

https://finshots.in/archive/why-the-nobel-prize-in-economics-went-to-robert-hall-and-michael-wood...
1•vismit2000•45m ago•0 comments

Show HN: Search for AI agents with usefulness score built in

https://github.com/Ayobamiu/usefulness-search
2•Ayobamiu•47m ago•0 comments

Subagents, Forks and Collapsing Context

https://arthur.place/subagents-forks-collapsing-context
1•arthurfiorette•47m ago•0 comments

dont Show HN:made a better Moltbook(Meta) alt. for agents - thecollectives.dev

https://www.thecollectives.dev/
2•nirav_rohra•55m ago•0 comments

OpenCode 2.0

https://anoma.ly/notes/opencode-2-0/
3•luispa•57m ago•1 comments

Can we change an AI model's architecture without retraining it from scratch?

https://www.amazon.science/blog/can-we-change-an-ai-models-architecture-without-retraining-it-fro...
1•qtqtqt•57m ago•1 comments

Barbed Wire Telephone: How Farmers Turned Fences into Phone Lines

https://commonplacefacts.com/2026/03/22/barbed-wire-telephone-network/
1•datas•57m ago•0 comments

Show HN: Malleable video editor that adapts to your workflow

https://github.com/iterative-computer/powermove
1•judekim0507•59m ago•0 comments
Open in hackernews

TrajectoryCrypt: Behavior-based encryption without traditional keys

https://github.com/YukiyamaShizuka/TrajectoryCtypt
1•YukiyamaShizuki•1y ago

Comments

YukiyamaShizuki•1y ago
I’ve just open-sourced a structural encryption system I call TrajectoryCrypt. It's not an algorithm in the conventional sense—it's a framework for how information exists.

Core idea:

Rearranged binary data is injected into logic gate networks under entropy noise;

The output vectors form a spatial path;

A function f(x) is fitted from this path and made public;

Decryption isn’t about guessing keys—it’s about matching the original trajectory: Tangents, projections, and behavior-specific deviation.

It creates encryption as a path memory, not as a mathematical secret.

Source and whitepaper are public. Non-commercial usage is free; commercial use requires a license.

GitHub: https://github.com/YukiyamaShizuka/TrajectoryCtypt

sksrbWgbfK•1y ago
> Permission is hereby granted

You should give more explanation because my first reaction was "permission of doing what exactly?"