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🧩 The Silent Revolution: When AI Learns to Teach Itself

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Manage episode 482886560 series 3602245
Content provided by by SC Zoomers and By SC Zoomers. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by by SC Zoomers and By SC Zoomers or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

Send us a text

Continue with the substack for this episode.

In the quiet corners of technological innovation, something profound is happening. It's not the loud, bombastic declarations of tech billionaires or the dystopian warnings of AI doomsayers. It's a subtle, almost imperceptible shift that could rewrite everything we understand about intelligence, learning, and the boundaries between human and machine cognition.

Absolute Zero: Reinforced Self-play Reasoning with Zero Data

Andrew Zhao, Yiran Wu, Yang Yue, Tong Wu, Quentin Xu, Yang Yue, Matthieu Lin, Shenzhi Wang, Qingyun Wu, Zilong Zheng, Gao Huang

This is Heliox: Where Evidence Meets Empathy

Independent, moderated, timely, deep, gentle, clinical, global, and community conversations about things that matter. Breathe Easy, we go deep and lightly surface the big ideas.

Thanks for listening today!

Four recurring narratives underlie every episode: boundary dissolution, adaptive complexity, embodied knowledge, and quantum-like uncertainty. These aren’t just philosophical musings but frameworks for understanding our modern world.

We hope you continue exploring our other podcasts, responding to the content, and checking out our related articles on the Heliox Podcast on Substack.

Support the show

About SCZoomers:
https://www.facebook.com/groups/1632045180447285
https://x.com/SCZoomers
https://mstdn.ca/@SCZoomers
https://bsky.app/profile/safety.bsky.app

Spoken word, short and sweet, with rhythm and a catchy beat.
http://tinyurl.com/stonefolksongs
Curated, independent, moderated, timely, deep, gentle, evidenced-based, clinical & community information regarding COVID-19. Since 2017, it has focused on Covid since Feb 2020, with Multiple Stores per day, hence a large searchable base of stories to date. More than 4000 stories on COVID-19 alone. Hundreds of stories on Climate Change.
Zoomers of the Sunshine Coast is a news organization with the advantages of deeply rooted connections within our local community, combined with a provincial, national and global following and exposure. In written form, audio, and video, we provide evidence-based and referenced stories interspersed with curated commentary, satire and humour. We reference where our stories come from and who wrote, published, and even inspired them. Using a social media platform means we have a much higher degree of interaction with our readers than conventional media and provides a significant amplification effect, positively. We expect the same courtesy of other media referencing our stories.

  continue reading

Chapters

1. The Absolute Zero Reasoning Paradigm (00:00:00)

2. The Core Mechanism of Absolute Zero Reasoning (00:00:40)

3. Traditional AI Training Methods (00:04:02)

4. AZR Task Types and Learning Process (00:05:30)

5. Performance and Scaling (00:09:34)

6. Emerging Reasoning Strategies (00:12:02)

7. Future Directions and Ethical Considerations (00:15:44)

8. Closing Remarks (00:18:17)

249 episodes

Artwork
iconShare
 
Manage episode 482886560 series 3602245
Content provided by by SC Zoomers and By SC Zoomers. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by by SC Zoomers and By SC Zoomers or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

Send us a text

Continue with the substack for this episode.

In the quiet corners of technological innovation, something profound is happening. It's not the loud, bombastic declarations of tech billionaires or the dystopian warnings of AI doomsayers. It's a subtle, almost imperceptible shift that could rewrite everything we understand about intelligence, learning, and the boundaries between human and machine cognition.

Absolute Zero: Reinforced Self-play Reasoning with Zero Data

Andrew Zhao, Yiran Wu, Yang Yue, Tong Wu, Quentin Xu, Yang Yue, Matthieu Lin, Shenzhi Wang, Qingyun Wu, Zilong Zheng, Gao Huang

This is Heliox: Where Evidence Meets Empathy

Independent, moderated, timely, deep, gentle, clinical, global, and community conversations about things that matter. Breathe Easy, we go deep and lightly surface the big ideas.

Thanks for listening today!

Four recurring narratives underlie every episode: boundary dissolution, adaptive complexity, embodied knowledge, and quantum-like uncertainty. These aren’t just philosophical musings but frameworks for understanding our modern world.

We hope you continue exploring our other podcasts, responding to the content, and checking out our related articles on the Heliox Podcast on Substack.

Support the show

About SCZoomers:
https://www.facebook.com/groups/1632045180447285
https://x.com/SCZoomers
https://mstdn.ca/@SCZoomers
https://bsky.app/profile/safety.bsky.app

Spoken word, short and sweet, with rhythm and a catchy beat.
http://tinyurl.com/stonefolksongs
Curated, independent, moderated, timely, deep, gentle, evidenced-based, clinical & community information regarding COVID-19. Since 2017, it has focused on Covid since Feb 2020, with Multiple Stores per day, hence a large searchable base of stories to date. More than 4000 stories on COVID-19 alone. Hundreds of stories on Climate Change.
Zoomers of the Sunshine Coast is a news organization with the advantages of deeply rooted connections within our local community, combined with a provincial, national and global following and exposure. In written form, audio, and video, we provide evidence-based and referenced stories interspersed with curated commentary, satire and humour. We reference where our stories come from and who wrote, published, and even inspired them. Using a social media platform means we have a much higher degree of interaction with our readers than conventional media and provides a significant amplification effect, positively. We expect the same courtesy of other media referencing our stories.

  continue reading

Chapters

1. The Absolute Zero Reasoning Paradigm (00:00:00)

2. The Core Mechanism of Absolute Zero Reasoning (00:00:40)

3. Traditional AI Training Methods (00:04:02)

4. AZR Task Types and Learning Process (00:05:30)

5. Performance and Scaling (00:09:34)

6. Emerging Reasoning Strategies (00:12:02)

7. Future Directions and Ethical Considerations (00:15:44)

8. Closing Remarks (00:18:17)

249 episodes

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