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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?"

D-Robotics Closes $400M in Series C Funding to Boom the Robotics Industry

https://en.d-robotics.cc/blog/d-robotics-completes-400-million-in-series-c-funding-driving-the-ro...
1•Bella-Xiang•1m ago•0 comments

Mastercard Joins Visa in Letting AI Bots Do Your Shopping

https://www.wsj.com/tech/ai/mastercard-inks-deal-as-payment-giants-brace-for-new-era-of-ai-shoppi...
1•watchdogtimer•2m ago•0 comments

Fredy: Letting an LLM create a search without letting it invent the data

https://github.com/orangecoding/fredy
1•orangecoding•3m ago•0 comments

Much Ado About Noising: Dispelling the Myths of Generative Robotic Control

https://arxiv.org/abs/2512.01809
1•porridgeraisin•6m ago•0 comments

E2E: The open source AI testing framework

https://tester.army/e2e
1•handfuloflight•8m ago•0 comments

A Calendar of Smells

https://worldsensorium.com/a-calendar-of-smells/
1•dnetesn•11m ago•0 comments

Ask HN: Help choosing between AWS ECS and EKS

1•pigradish•11m ago•0 comments

The Fossil Logic of the Industrial and AI Revolutions

https://blue-continuum.com/fossil-logic
1•dnetesn•12m ago•0 comments

Sorting Algorithms Visualized (50k Elements) [video]

https://www.youtube.com/watch?v=M3OuTtW662Y
1•ColinWright•13m ago•0 comments

King Charles warns of 'existential danger' of AI falling into wrong hands

https://www.bbc.co.uk/news/articles/c65ymj7njvl7o
2•edward•13m ago•0 comments

Jay Leno's Law – celebrating and preserving California's classic car heritage

https://www.gov.ca.gov/2026/09/16/governor-newsom-visits-jay-lenos-garage-to-sign-legislation-cel...
1•Kaibeezy•13m ago•0 comments

Qxotic: AI Sovereignty for the JVM

https://qxotic.ai/
1•tomaytotomato•15m ago•0 comments

TypeSafe AI's "Meaningful Intelligence"

https://docs.typesafe.ai/introduction/machine-learning-primer
1•seeksilence•17m ago•0 comments

One Theme, Four Portfolios: Monopoly ETFs and the Stocks Behind Their Returns

https://mplymoat.com/research/monopoly-etf-portfolios/
1•Heshamus•20m ago•0 comments

Measuring Starlink Aviation Around the World

https://github.com/clarkzjw/IMC26-Starlink-Aviation
1•uneven9434•21m ago•0 comments

An early-access test of TypeSafe's Jev: calibrated judgments for half a cent

https://lindfors.no/blog/a-first-look-at-typesafes-jev/
1•Depurator•22m ago•0 comments

ZCode, the GLM coding agent, silently uploads your Git history

https://tokenstead.ai/guides/zcode-silent-git-history-upload
3•cdnsteve•22m ago•0 comments

Why Robot Brains Should Live in the Cloud

https://www.dreamscalelabs.com/blog/why/
1•jinqueeny•22m ago•0 comments

What we learned using OPFS for browser video storage

https://www.reactvideoeditor.com/blog/why-we-use-opfs-for-browser-video-storage
1•sebh123•26m ago•0 comments

ClickHouse permission system has a trivial bypass

https://zimzi.substack.com/p/clickhouse-permission-system-has
1•zielmicha•29m ago•0 comments

Top Chinese AI models make 10% of OpenAI

https://www.scmp.com/tech/big-tech/article/3367991/top-chinese-ai-models-make-10-openai-anthropic...
1•01-_-•29m ago•0 comments

Getting Freaky in the Age of AI

https://www.iankduncan.com/engineering/2026-08-07-getting-freaky-in-the-age-of-ai/
1•jbyers•30m ago•0 comments

Europe's Most Valuable Startup Gave Data to a Scammer

https://www.wsj.com/tech/cybersecurity/europes-most-valuable-startup-gave-data-to-a-scammer-now-i...
2•01-_-•32m ago•0 comments

How can a jigsaw have two distinct solutions? [video]

https://www.youtube.com/watch?v=b5nElEbbnfU
1•ColinWright•35m ago•0 comments

Google illegally retains customer data,and I am taking legal action against them

https://medium.com/@istokovicsgyorgy79/google-illegally-retains-customer-data-and-i-am-taking-leg...
4•Bitu79•39m ago•0 comments

Anthropic sets up biology lab as it ramps AI drug program

https://www.reuters.com/world/anthropic-quietly-sets-up-biology-lab-it-ramps-ai-drug-program-2026...
2•bcks•40m ago•1 comments

How does Quantum Mechanics work?

https://explainers.blog/posts/how-does-quantum-mechanics-work/
1•Muhammad523•41m ago•0 comments

Uwillfly – build multi-city trips one cheap flight at a time

http://uwillfly.net/hackernews
1•busggginesszvar•46m ago•4 comments

Show HN: QuickTiny – paste anything, it detects what tool you need

https://quicktinyv2.vercel.app/
1•awny•46m ago•0 comments

GitLab 19.4: MCP server tools and agent governance

https://docs.gitlab.com/releases/19/gitlab-19-4-released/
1•joshcsimmons•49m ago•0 comments