# The Machine That Doesn't Need a Cage

Page: https://stenobird.com/podcast/tech-stories-tech-brief-by-hackernoon-6365648/the-machine-that-doesn-t-need-a-cage
Text version: https://stenobird.com/podcast/tech-stories-tech-brief-by-hackernoon-6365648/the-machine-that-doesn-t-need-a-cage.md
Podcast: [Tech Stories Tech Brief By HackerNoon](https://stenobird.com/podcast/tech-stories-tech-brief-by-hackernoon-6365648)
Published: 2026-05-05T16:00:40+00:00
Episode link: https://share.transistor.fm/s/56e8754d
Audio file: https://media.transistor.fm/56e8754d/c21f35c8.mp3
Processing state: not_requested
JSON: https://stenobird.com/v1/public/podcasts/tech-stories-tech-brief-by-hackernoon-6365648/episodes/the-machine-that-doesn-t-need-a-cage
Duration seconds: 346

## Resource

This story was originally published on HackerNoon at: https://hackernoon.com/the-machine-that-doesnt-need-a-cage . A new AI model challenges the industry’s approach to safety—by removing the need for guardrails entirely through built-in ethical reasoning. Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories . You can also check exclusive content about #angelic-intelligence-ai , #ai-safety-vs-alignment-debate , #multi-agent-ai , #ethical-ai-architecture , #next-generation-ai-alignment , #guardrails-model-design , #ai-regulation , #good-company , and more. This story was written by: @sanya_kapoor . Learn more about this writer by checking @sanya_kapoor's about page, and for more stories, please visit hackernoon.com . Most AI systems rely on safety layers to control harmful behavior after training. Shekhar Natarajan argues that approach is flawed. His company, Orchestro.AI, built “Angelic Intelligence,” a system designed to prevent harmful outcomes at the architectural level using multi-agent consensus. As regulation tightens, this approach could redefine how AI safety is built—and enforced.

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## Transcript

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