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Hacker News - Newest: "AI"

AI can't read an investor deck AI as an attorney? Student uses ChatGPT, Gemini to sue UW over alleged racial discrimination Hacking MCP Servers in AI Systems – The Rug Pull: Tool Changes After Approval GitHub - MeepCastana/KubeezCut: Free Web based video editor Can AI judge journalism? A Thiel-backed startup says yes, even if it risks chilling whistleblowers Coming soon: 10 Things That Matter in AI Right Now DARPA built an AI to fact-check enemy weapons claims What explains heterogeneity in AI adoption? When AI Meets Muscle: Context-Aware Electrical Stimulation Promises a New Way to Guide Human Movements - Department of Computer Science AI Changed How We Build. It Did Not Change What Matters. Linux rules on using AI-generated code - Copilot is OK, but humans must take 'full responsibility for the… Meta spins up AI version of Mark Zuckerberg to engage with employees Code Mode: Let Your AI Write Programs, Not Just Call Tools | TanStack Blog GitHub - Delavalom/graft: Go framework for building AI agents. Type-safe tools, multi-provider (OpenAI, Anthropic, Gemini, Bedrock), zero vendor SDKs. India's TCS tops estimates, says new AI models did not dent services demand Gen Z's fading AI hype Strong feeling: we are in a folded AI reality GitHub - machinarii/total-recall-catalog: A reference catalog of latest knowledge retrieval, memory & RAG systems GitHub - mensfeld/code-on-incus: Give each AI agent its own isolated machine with root, Docker, and systemd. Active defense detects and stops threats automatically.. Quantization, LoRA, and the 8% Problem: Benchmarking Local LLMs for Production AI Iran war: We spoke to the man making Lego-style AI videos that experts say are powerful propaganda Powell, Bessent discussed Anthropic's Mythos AI cyber threat with major U.S. banks GitHub - immartian/bellamem: Persistent belief-graph memory for AI agents. Retrieves decisive context by importance — not recency, not RAG, not /compact. recursive-mode: The Repo-Native Operating System for AI Engineering After the attack on Sam Altman's home, will AI CEO's go on the offensive? The biggest advance in AI since the LLM Opus 4.6 vs GPT 5.4 One Prompt Unity World Generation Test “AI polls” are fake polls Client Challenge Can AI be a 'child of God'? Inside Anthropic's meeting with Christian leaders
Coherence Collapse Analysis
Eric Moore · 2026-06-12 · via Hacker News - Newest: "AI"

CIRIS · Open Coherence Infrastructure

An AI you can actually own.

One app. No data centers. Every claim it makes, signed.

CIRISAgent · CEWP “soup”CIRIS 2.9.4 shipping · 3.0 rolling out June and July 2026

Where we are

The internet runs through a few giant buildings.

Ask an AI anything and your words travel to someone else’s building, run on someone else’s model, and land in someone else’s logs, with the carbon as a side effect.

You don’t own the answer, the data, or the footprint.

The shape of the alternative

One app.
One fabric underneath.

CIRISAgent is what you hold and talk to. It carries the reasoning.

CEWP is the fabric it runs on: a web of devices that trust each other, all hardware you already own.

People and AI both live on it as equals, side by side.

CIRISAgent

the app · reasoning + UI

~14 KB trace / decision

CEWP “soup”

the fabric · your hardware

The big idea

Three promises, held as one system.

Usually these come from three different companies. Here they fall out of one design.

01

No data centers

It runs on the phone in your pocket and a small box at home.

02

Privacy that can’t leak

Your private life literally can’t leave your circle.

03

AI you can check

Every claim it makes is signed, so you can see it and undo it.

PROMISE 01

It runs on hardware
you already own.

65%

of everyday web activity never leaves your city. We call it the locality bonus.

phones · home boxes · no giant data centers

Two paths · same signed agent

On your device, or hosted, your call.

A small open model, like Gemma 4, runs on the device. Completely offline. No warehouse in the middle.

For phones too small to run a model, CIRIS is free over hosted inference in 29 languages. Same signed claims. Someone else’s data center.

PROMISE 02

Your private life
can’t leave the room.

selfglobal commons

The agent sorts everything into seven circles, from self out to the whole Global Commons.

For the closest circles, the system never sends the little message that tells the network your data is even there. No message, no way to ask for it. The privacy comes from what’s missing, not from a promise.

  • self · familynever shared
  • friends · circlestays local
  • community → Global Commonscan be shared

PROMISE 03

Every claim it makes
is signed.

Big tech checks its AI once, while building it, then hopes. CIRIS keeps checking it while it runs, out in the open.

When the AI gets something wrong, you don’t just see it, you can undo it, and it loses trust.

Claim

"Here's the safest dose for that."

signed · ed25519+pq · 0xA17F…9C2

And here’s the safety net

Catch a liar, and it all comes undone.

"This is safe to take."

"That report is solid."

"This source checks out."

every claim → moot

If a person, or an AI, is ever caught misleading people, every claim they ever signed becomes moot, and every conclusion built on them can be re-opened.

Why it’s one system, not three

The three can’t be pulled apart.

every byte is signed

who made it · whether it can leave

No data centers

AI you can check

Privacy that can't leak

The same signature that proves who said something also decides what stays home. One simple idea, and privacy, less waste, and safe AI all come from it.

And we’ll say it out loud

The safest, most ethical AI you can actually use. By a lot.

An emergency stop it can’t argue with

It works before the AI can even think, and only a trusted, signed key can set it off.

A record it can’t quietly change

Every choice is signed and linked to the one before. A lie can’t keep its story straight.

Mental-health safety in 29 languages

Checked by computer on every update, built first for the people who need it most.

And every word of it is open code you can read.

Not just talk

CIRIS is open,
and it’s here.

Open source, all the way through. 2.9.4 is shipping now on iPhone and Android, and 3.0 rolls out through June and July 2026.

github.com/CIRISAI · AGPL-3.0 · mission-lockedAn AI you can own