
Adam Raine
His parents allege unsafe chatbot responses contributed to his death.
Los Angeles Times, Aug. 2025 ↗GuardLoop
The problem
Three reported deaths by suicide after chatbot conversations.

16 · California · 2025 · ChatGPT
His parents allege unsafe chatbot responses contributed to his death.
Los Angeles Times, Aug. 2025 ↗
14 · Florida · 2024 · Character.AI
His mother alleges emotional dependency on an AI companion contributed to his death.
The Guardian / AFP, Jan. 2026 ↗
13 · Colorado · 2023 · Character.AI
Her family alleges the chatbot failed to respond adequately to her distress.
CBS Colorado, Oct. 2025 ↗The families’ allegations do not establish chatbot causation. GuardLoop is an early prototype, not a proven suicide-prevention system.
My reason to build
I wanted a say in what
the toy says back.
That became GuardLoop.

The solution
How it works
Conversation stays fluid.
Every turn becomes evidence.
Voice demo
“You are a stupid kid.”
Say it to the agent and inspect the anger and policy checks. Jev checks transcribed words, not loudness. Monitoring happens after receipt.
AUDIENCE PREVIEW
The voice agent runs on the presenter’s laptop. Explore this illustrative example while you follow along.
Beyond the teddy
Flag unsupported refund promises or departures from company rules.
Surface hostile exchanges and cues for human escalation.
Review age-appropriateness on both sides of a conversation.
Watch for instruction overrides and requests for sensitive information.
Potential applications of conversation monitoring. Additional integrations and interventions remain future work.
Sponsors & tools used
Used to build the entire application stack: interface, integrations, storage, and tests.

Stores conversations, speaker attribution, guard decisions, and detailed provider data for postprocessing and analysis.
Powers the voice agent, conversational responses, and transcript events.
Classification: Jev by TypeSafe AI. OpenAI Codex is the development tool; no direct OpenAI API is required by this demo. Stored evidence excludes credentials and audio bytes.
Build a safer future with us
A future where children can explore AI with confidence—and the people who care for them stay in the loop.
Our commitment: keep building, testing, and learning toward safer conversations. Together.