#Open-weight models

# Safe Scribe by TrustEdge AI **A clinical handoff scribe where the agents argue before they commit, and nothing identifiable leaves the room.** Built in one day at The AI Conference Hack Day 2026 by Erik Jones and Jaiven Spence (TrustEdge AI / Jacobian Engineering) with their agent teams. Repo: https://github.com/erikdj/ai-hackday-2026 ## The problem Clinics want AI scribes. Compliance officers say no, twice: patient data would leave for a hyperscaler LLM API, and afterwards nobody can prove…

DISCLAIMER - Because I did this on a mac mini, the native video demo was not successful - please watch demo video here - https://live.trusynth.com/record Every promise you make out loud, kept. You meet someone, then text Chief one line: who they were and what you promised. Chief opens a Band room. Synths work in their own live browsers. Scout runs on its own Vultr computer and reads real pages. Echo drafts the follow-up. Chief, the critic, BLOCKS any claim nobody said. A second Synth checks…

Agent Foundry — Debug your AI agents like software. Agent Foundry is a local-first reliability and provenance debugger for AI agents. It shows why an agent behaved differently, where a run first diverged, what evidence and tools influenced its decision, and whether the behavior can be replayed. Our Hack Day demo uses a simulated autonomous biology workflow based on the Moddik plate architecture. Deterministic sensor events become independently addressable evidence, are committed into verified…

Buttery is an agent-first household food ledger. You manage your food by talking to the AI assistant you already use (Claude, ChatGPT/Codex, any MCP client): share a Costco receipt, a fridge photo or a recipe screenshot, or just say "I froze the chicken". Buttery keeps a trustworthy record of what food the household has, the evidence behind each belief, and what is about to expire. A small mobile web app handles quick reviews and corrections through links the assistant hands you. It is honest…

Dreamnetiopi is an AI ops team for shops that sell at events and online. The owner already has a store, a scheduler, and AI copy. They are still the glue. Hack Day demo — Coastal Freeze Co at Pier 48: “We’re out of strawberries. Push mango and blue raspberry.” A Band room splits the work with @mentions. OpenRouter rewrites the offer and a short post. Nothing goes live until the owner approves. The room log is the receipt. Pre-pilot. No customers or revenue claimed.

# AccountPulse - **What it is:** an AI early-warning system that tells customer-success teams which customers are about to leave, why, and what to send them. - **How:** CRM data + live news + competitor traffic → scored by Crusoe → fact-checked by Nebius → stored as a Neo4j graph → shown in the dashboard.  ## Live demo in 3 terminals - **1. Backend:** `cd backend && source .venv/bin/activate && uvicorn app:app --reload --port…

AI agents on Vultr that prove a bank's new payment system handles money exactly like the old one before launch, with every test human-approved and run in throwaway gVisor sandboxes.

Give the agent a stranger's bug report. Get back a patch you can try, with checks the agent could not fake, while every line of untrusted code runs in a disposable sandbox.

Sandbox inside of a sandbox. Agent codebase remediation.

Nusa: an AI agent that rewrites AMD's CPU inference kernels to make models run faster.

Tieout is AI month-end close for accounting firms: one click reconciles every client's bank account, with an agent that writes and runs real Python for each client.

Crucible: Self evolving multi-layer harness for secure and productive agentic AI execution