# #153 - Taylor Swift Deepfakes, ChatGPT features, Meta-Prompting, two new US bills

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Text version: https://stenobird.com/podcast/last-week-in-ai/153-taylor-swift-deepfakes-chatgpt-features-meta-prompting-two-new-us-bills.md
Podcast: [Last Week in AI](https://stenobird.com/podcast/last-week-in-ai)
Published: 2024-02-04T20:29:53+00:00
Episode link: https://rss.art19.com/episodes/1ad69553-fc1d-412f-93bc-56ab371d6d85.mp3?rss_browser=BAhJIg90cmFuc2NyaWJyBjoGRVQ%3D--952c5701c84ad333c69d5faa668f8177091704f0
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Duration seconds: 6366

## Resource

A deep dive into the escalating tension between rapid AI innovation and the legal/ethical frameworks struggling to contain it. The episode covers everything from celebrity deepfake scams to the competitive landscape of LLM coding models and new research in meta-prompting.

## Highlights
- Main idea: The rise of high-quality synthetic media is creating significant legal challenges regarding the rights of deceased individuals and celebrity likenesses
- Practical takeaway: New 'meta-prompting' techniques allow for task-agnostic scaffolding, improving model performance without expensive fine-tuning
- Failure mode: The 'lazy' GPT-4 phenomenon highlights how model updates can inadvertently degrade performance for complex reasoning tasks
- Competitive landscape: Google Gemini is now directly challenging OpenAI's dominance in the chatbot arena, specifically in large-scale model benchmarks
- Industry trend: The surge in specialized coding models like Code Llama and DeepSeek-Coder is rapidly closing the gap with GPT-4 for software engineering tasks

## Topics

Generative AI, Large Language Models, Deepfakes, Machine Learning, AI Safety, Software Engineering, Google Gemini, OpenAI, Meta-Prompting

## Chapters
- 1:00 — Enterprise AI Context: Discussion on why business-specific context is the essential ingredient for successful enterprise AI adoption.
- 9:05 — The Responsibility Gap: Analyzing who holds liability when AI tools are misused to create harmful synthetic media.
- 17:25 — Bypassing Safety Filters: How users are finding workarounds to generate restricted celebrity imagery despite guardrails.
- 26:00 — The Gemini Challenge: Evaluating Google Gemini's recent performance updates and its impact on the Chatbot Arena leaderboards.
- 34:30 — AI Market Volatility: Examining the massive shifts in market capitalization following major earnings reports from Alphabet and Microsoft.
- 43:50 — Google and Hugging Face: The strategic implications of Hugging Face partnering with Google Cloud to target ML engineers.
- 51:40 — The High Cost of Compute: The massive capital requirements for new AI chip startups attempting to challenge Nvidia's dominance.

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## Transcript

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