Artwork

เนื้อหาจัดทำโดย Machine Learning Street Talk (MLST) เนื้อหาพอดแคสต์ทั้งหมด รวมถึงตอน กราฟิก และคำอธิบายพอดแคสต์ได้รับการอัปโหลดและจัดหาให้โดยตรงจาก Machine Learning Street Talk (MLST) หรือพันธมิตรแพลตฟอร์มพอดแคสต์ของพวกเขา หากคุณเชื่อว่ามีบุคคลอื่นใช้งานที่มีลิขสิทธิ์ของคุณโดยไม่ได้รับอนุญาต คุณสามารถปฏิบัติตามขั้นตอนที่แสดงไว้ที่นี่ https://th.player.fm/legal
Player FM - แอป Podcast
ออฟไลน์ด้วยแอป Player FM !

Joscha Bach - Why Your Thoughts Aren't Yours.

1:52:45
 
แบ่งปัน
 

Manage episode 446030439 series 2803422
เนื้อหาจัดทำโดย Machine Learning Street Talk (MLST) เนื้อหาพอดแคสต์ทั้งหมด รวมถึงตอน กราฟิก และคำอธิบายพอดแคสต์ได้รับการอัปโหลดและจัดหาให้โดยตรงจาก Machine Learning Street Talk (MLST) หรือพันธมิตรแพลตฟอร์มพอดแคสต์ของพวกเขา หากคุณเชื่อว่ามีบุคคลอื่นใช้งานที่มีลิขสิทธิ์ของคุณโดยไม่ได้รับอนุญาต คุณสามารถปฏิบัติตามขั้นตอนที่แสดงไว้ที่นี่ https://th.player.fm/legal

Dr. Joscha Bach discusses advanced AI, consciousness, and cognitive modeling. He presents consciousness as a virtual property emerging from self-organizing software patterns, challenging panpsychism and materialism. Bach introduces "Cyberanima," reinterpreting animism through information processing, viewing spirits as self-organizing software agents.

He addresses limitations of current large language models and advocates for smaller, more efficient AI models capable of reasoning from first principles. Bach describes his work with Liquid AI on novel neural network architectures for improved expressiveness and efficiency.

The interview covers AI's societal implications, including regulation challenges and impact on innovation. Bach argues for balancing oversight with technological progress, warning against overly restrictive regulations.

Throughout, Bach frames consciousness, intelligence, and agency as emergent properties of complex information processing systems, proposing a computational framework for cognitive phenomena and reality.

SPONSOR MESSAGE:

DO YOU WANT WORK ON ARC with the MindsAI team (current ARC winners)? MLST is sponsored by Tufa Labs: Focus: ARC, LLMs, test-time-compute, active inference, system2 reasoning, and more. Future plans: Expanding to complex environments like Warcraft 2 and Starcraft 2. Interested? Apply for an ML research position: benjamin@tufa.ai

TOC

[00:00:00] 1.1 Consciousness and Intelligence in AI Development

[00:07:44] 1.2 Agency, Intelligence, and Their Relationship to Physical Reality

[00:13:36] 1.3 Virtual Patterns and Causal Structures in Consciousness

[00:25:49] 1.4 Reinterpreting Concepts of God and Animism in Information Processing Terms

[00:32:50] 1.5 Animism and Evolution as Competition Between Software Agents

2. Self-Organizing Systems and Cognitive Models in AI

[00:37:59] 2.1 Consciousness as self-organizing software

[00:45:49] 2.2 Critique of panpsychism and alternative views on consciousness

[00:50:48] 2.3 Emergence of consciousness in complex systems

[00:52:50] 2.4 Neuronal motivation and the origins of consciousness

[00:56:47] 2.5 Coherence and Self-Organization in AI Systems

3. Advanced AI Architectures and Cognitive Processes

[00:57:50] 3.1 Second-Order Software and Complex Mental Processes

[01:01:05] 3.2 Collective Agency and Shared Values in AI

[01:05:40] 3.3 Limitations of Current AI Agents and LLMs

[01:06:40] 3.4 Liquid AI and Novel Neural Network Architectures

[01:10:06] 3.5 AI Model Efficiency and Future Directions

[01:19:00] 3.6 LLM Limitations and Internal State Representation

4. AI Regulation and Societal Impact

[01:31:23] 4.1 AI Regulation and Societal Impact

[01:49:50] 4.2 Open-Source AI and Industry Challenges

Refs in shownotes and MP3 metadata

Shownotes:

https://www.dropbox.com/scl/fi/g28dosz19bzcfs5imrvbu/JoschaInterview.pdf?rlkey=s3y18jy192ktz6ogd7qtvry3d&st=10z7q7w9&dl=0

  continue reading

214 ตอน

Artwork
iconแบ่งปัน
 
Manage episode 446030439 series 2803422
เนื้อหาจัดทำโดย Machine Learning Street Talk (MLST) เนื้อหาพอดแคสต์ทั้งหมด รวมถึงตอน กราฟิก และคำอธิบายพอดแคสต์ได้รับการอัปโหลดและจัดหาให้โดยตรงจาก Machine Learning Street Talk (MLST) หรือพันธมิตรแพลตฟอร์มพอดแคสต์ของพวกเขา หากคุณเชื่อว่ามีบุคคลอื่นใช้งานที่มีลิขสิทธิ์ของคุณโดยไม่ได้รับอนุญาต คุณสามารถปฏิบัติตามขั้นตอนที่แสดงไว้ที่นี่ https://th.player.fm/legal

Dr. Joscha Bach discusses advanced AI, consciousness, and cognitive modeling. He presents consciousness as a virtual property emerging from self-organizing software patterns, challenging panpsychism and materialism. Bach introduces "Cyberanima," reinterpreting animism through information processing, viewing spirits as self-organizing software agents.

He addresses limitations of current large language models and advocates for smaller, more efficient AI models capable of reasoning from first principles. Bach describes his work with Liquid AI on novel neural network architectures for improved expressiveness and efficiency.

The interview covers AI's societal implications, including regulation challenges and impact on innovation. Bach argues for balancing oversight with technological progress, warning against overly restrictive regulations.

Throughout, Bach frames consciousness, intelligence, and agency as emergent properties of complex information processing systems, proposing a computational framework for cognitive phenomena and reality.

SPONSOR MESSAGE:

DO YOU WANT WORK ON ARC with the MindsAI team (current ARC winners)? MLST is sponsored by Tufa Labs: Focus: ARC, LLMs, test-time-compute, active inference, system2 reasoning, and more. Future plans: Expanding to complex environments like Warcraft 2 and Starcraft 2. Interested? Apply for an ML research position: benjamin@tufa.ai

TOC

[00:00:00] 1.1 Consciousness and Intelligence in AI Development

[00:07:44] 1.2 Agency, Intelligence, and Their Relationship to Physical Reality

[00:13:36] 1.3 Virtual Patterns and Causal Structures in Consciousness

[00:25:49] 1.4 Reinterpreting Concepts of God and Animism in Information Processing Terms

[00:32:50] 1.5 Animism and Evolution as Competition Between Software Agents

2. Self-Organizing Systems and Cognitive Models in AI

[00:37:59] 2.1 Consciousness as self-organizing software

[00:45:49] 2.2 Critique of panpsychism and alternative views on consciousness

[00:50:48] 2.3 Emergence of consciousness in complex systems

[00:52:50] 2.4 Neuronal motivation and the origins of consciousness

[00:56:47] 2.5 Coherence and Self-Organization in AI Systems

3. Advanced AI Architectures and Cognitive Processes

[00:57:50] 3.1 Second-Order Software and Complex Mental Processes

[01:01:05] 3.2 Collective Agency and Shared Values in AI

[01:05:40] 3.3 Limitations of Current AI Agents and LLMs

[01:06:40] 3.4 Liquid AI and Novel Neural Network Architectures

[01:10:06] 3.5 AI Model Efficiency and Future Directions

[01:19:00] 3.6 LLM Limitations and Internal State Representation

4. AI Regulation and Societal Impact

[01:31:23] 4.1 AI Regulation and Societal Impact

[01:49:50] 4.2 Open-Source AI and Industry Challenges

Refs in shownotes and MP3 metadata

Shownotes:

https://www.dropbox.com/scl/fi/g28dosz19bzcfs5imrvbu/JoschaInterview.pdf?rlkey=s3y18jy192ktz6ogd7qtvry3d&st=10z7q7w9&dl=0

  continue reading

214 ตอน

Semua episode

×
 
Loading …

ขอต้อนรับสู่ Player FM!

Player FM กำลังหาเว็บ

 

คู่มืออ้างอิงด่วน

ฟังรายการนี้ในขณะที่คุณสำรวจ
เล่น