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Show HN: Ma'at – Court-defensible jury analysis platform (open source)

https://github.com/Jennaleighwilder/MA-AT
1•jennaleighwest•2h ago
I built this from rural Tennessee with no CS background - just intensive AI collaboration and pattern recognition.

The problem: jury selection relies on gut instinct with no documentation. When appeals happen, attorneys can't prove their process was sound.

MA'AT creates hash-verified audit trails. It analyzes statement consistency without psychology - just coherence scores, contradiction counts, and evidence gaps.

Key constraint: a language firewall blocks diagnostic terms ("diagnosis", "archetype", "prediction") before they reach reports. Court-survivable by design.

Stack: Python/FastAPI backend, SQLite, vanilla JS frontend. Docker deployment.

Free tier is permanent. The philosophy is "power pays for infrastructure, underdogs get the blade."

Looking for feedback on the technical approach and whether the legal constraints make sense.

Karmic Tail Calculator – a free, explainable Matrix of Destiny tool

https://destiny-matrix.cc/en/tool/karmic-tail-calculator/
1•yxchen1994•1m ago•1 comments

AI models were given four weeks of therapy: the results worried researchers

https://www.nature.com/articles/d41586-025-04112-2
1•andromaton•2m ago•0 comments

I made a simple agent for PR reviews. Don't use it

https://xeiaso.net/blog/2026/reviewbot/
2•xena•6m ago•1 comments

Show HN: Fetch – A minimalistic and super fast macOS app launcher

https://github.com/hackerbirds/fetch
1•hackerbirds•12m ago•0 comments

Show HN: Tmp.tf – Cross-device text transfer with just a channel name, no signup

https://tmp.tf
1•iamlin•12m ago•1 comments

BowMac Sign

https://en.wikipedia.org/wiki/BowMac_sign
1•kerim-ca•13m ago•0 comments

Show HN: Web CLI v0.2.4 – Added YAML/JSON validators with auto-fix

https://github.com/pozgo/web-cli
1•polinux•15m ago•0 comments

Show HN: Neurop Forge – AI executes verified blocks instead of writing code

https://github.com/Louw115/neurop-forge
1•LBWasserman•18m ago•0 comments

Chasing mythical creatures: a critique of entrepreneurship's unicorns obsession

https://www.sciencedirect.com/science/article/pii/S2352673422000634
1•wslh•18m ago•0 comments

Statement by Federal Reserve Chair Jerome F. Powell [video]

https://www.youtube.com/watch?v=KckGHaBLSn4
122•sprawl_•22m ago•41 comments

Maybe the database got it right

https://fhur.me/posts/2026/maybe-the-database-got-it-right
1•fernandohur•25m ago•0 comments

Jerome Powell Responds

https://www.federalreserve.gov/newsevents/speech/powell20260111a.htm
26•0xedb•25m ago•1 comments

The Living Internet

https://www.livinginternet.com
2•hkhn•28m ago•0 comments

Internet History – One Page Summary

https://www.livinginternet.com/i/ii_summary.htm
2•hkhn•28m ago•1 comments

Additively Manufactured Dragonfly-Inspired Wings for Flapping Vehicles

https://www.mdpi.com/2313-7673/10/12/849
1•PaulHoule•29m ago•0 comments

Profession by Isaac Asimov (1957)

https://web.archive.org/web/20201109034130/https://www.abelard.org/asimov.php
2•AndyKelley•30m ago•0 comments

Defense Secretary tours SpaceX missile startup

https://www.latimes.com/business/story/2026-01-10/secretary-of-defense-pete-hegseth-tours-long-be...
1•spacedoors•31m ago•0 comments

Criminal charges against Fed Chairman for defying POTUS wishes

https://www.nytimes.com/2026/01/11/us/politics/jerome-powell-fed-inquiry-trump.html
10•Spooky23•32m ago•1 comments

The U.S. Government Just Followed Through on Its Ban of DJI Drones

https://www.popularmechanics.com/technology/robots/a69937082/us-bans-new-foreign-made-drones/
3•RyanShook•32m ago•0 comments

Tintcd: Directory-aware terminal theming for PowerShell. CD, but colorful

https://github.com/ymyke/tintcd
1•thunderbong•36m ago•1 comments

The Good Club

https://www.thegoodclub.com
1•sans_souse•36m ago•0 comments

Show HN: 2k or Nothing – A Social Platform Dedicated to Long-Form Content

https://2k-or-nothing.com/feed
1•Lbesecker195•38m ago•0 comments

Jon Skeet Facts

https://meta.stackexchange.com/questions/9134/jon-skeet-facts
2•ravenical•40m ago•1 comments

OAuth 2.1 Dynamic Client Registration for AWS BedrockAgentCore Gateway

https://github.com/orgs/stache-ai/discussions/5
1•Jtpenny•40m ago•0 comments

Serverless RAG and MCP on AWS with S3Vectors and Agentcore

https://github.com/orgs/stache-ai/discussions/4
1•Jtpenny•41m ago•0 comments

Reverse-engineering another Ursa Major classic: the StarGate 323

https://www.temeculadsp.com/journal/understanding-timing-circuits
1•johnwheeler•43m ago•0 comments

Show HN: AeroTag – Tag-based workspace management for AeroSpace (macOS)

https://typester.dev/blog/2026/01/11/tag-based-workspace-management-with-aerospace
1•typester•45m ago•1 comments

Hubble Telescope's Final Countdown: Could It Disappear Sooner Than Expected?

https://dailygalaxy.com/2026/01/hubble-countdown-could-it-disappear-sooner/
2•TMWNN•50m ago•0 comments

Token-Count-Based Batching: Faster, Cheaper Embedding Inference for Queries

https://www.mongodb.com/company/blog/engineering/token-count-based-batching-faster-cheaper-embedd...
1•fzliu•52m ago•0 comments

Tuning Random Generators: Property-Based Testing as Probabilistic Programming [pdf]

https://web.cs.ucla.edu/~todd/research/oopsla25a.pdf
2•todsacerdoti•54m ago•0 comments