EP26: Software Teams Replaced for $1.40, Doctors Out-Diagnosed, Meta's Audio Craft, ChatGPT Updates

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Aug 4, 2023

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ANECDOTE

MetaGPT's Multi-Agent Game Development

MetaGPT built working video games using a multi-agent framework, assigning roles like CTO and QA Engineer to different agents.
This mimics a real software team, producing games, diagrams, and documentation for $3.

INSIGHT

Benefits of Role Isolation in Multi-Agent Systems

Isolating roles in multi-agent systems leads to predictable output and better use of domain expertise.
This approach improves code generation and problem-solving by allowing agents to focus and iterate within their roles.

INSIGHT

Disruptive Potential of AI Agents

AI agents, costing $3, can produce basic games, suggesting potential for broader application.
This raises concerns about job displacement in fields like software development and even medicine.

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This week we dive into the brave new world of AI agents teaming up to do real work - from building video games to diagnosing patients! But will these digital workforces put humans out of jobs? We discuss the AI takeover of industries like medicine and software, plus exciting updates like AI-generated music and Google giving their Assistant a complete AI makeover.

We also cover Meta's Audio Craft, Med-Flamingo, GPT-5 Trademark and Rumors, and The SF Compute Company.

Thanks for your likes, comments and support.

CHAPTERS:
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00:00 - Self-Diagnosing Medical Problems Is Here
00:28 - MetaGPT: Multi-agent Collaborative Framework and The Multi-Agent Future
11:39 - Will Agents Replace Software in the Future?
14:59 - The flood of new LLMs
20:09 - Med-Flamingo: Have Virtual Doctors Arrived?
34:06 - Martin Shkreli's Dr. Gupta & Disrupting Medical Diagnosis
38:45 - Everyone is Using AI Already for Medical Diagnosis
39:29 - Focusing on Higher Level Work
40:53 - Meta's Audio Craft: Create Sounds and Music with Open Source AI
44:53 - Will Spotify Cut Out Artists to Increase Profits with AI Music?
48:07 - Will Entrenched Professionals Slow Down the Benefit of AI?
51:37 - ChatGPT Updates: GPT-4 as Default, Suggested Replies, Prompt Examples, Stay Logged In!
57:05 - The San Francisco Compute Group: The A100 Cooperative!
1:00:42 - GPT-5 Trademark has been registered!
1:01:48 - Google Assistant Powered by AI LLM Leaked in Letter
1:05:02 - The Future of Websites: LLMs for Businesses and Brands

SOURCES:
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https://arxiv.org/pdf/2308.00352v2.pdf
https://twitter.com/michael_d_moor/status/1685804620730540033?s=46&t=uXHUN4Glah4CaV-g2czc6Q
https://twitter.com/emollick/status/1686176146700857344?s=46&t=uXHUN4Glah4CaV-g2czc6Q
https://blueprintcdn.com/wp-content/uploads/2023/07/Blueprint-Discussion-Paper-2023.10-Agarwal-Moehring-Rajpurkar-Salz_2.pdf
https://twitter.com/sentdex/status/1687123772078247936?s=46&t=uXHUN4Glah4CaV-g2czc6Q
https://ai.meta.com/blog/audiocraft-musicgen-audiogen-encodec-generative-ai-audio/
https://twitter.com/joannejang/status/1687165702275567616?s=46&t=uXHUN4Glah4CaV-g2czc6Q
https://www.searchenginejournal.com/openai-files-trademark-application-gpt-5/493040/
https://www.axios.com/2023/07/31/google-assistant-artificial-intelligence-news
https://sfcompute.org/