This Day in AI Podcast Anthropic's 100K, Google IO: AI is Everything, Multimodal AI & AI Girlfriends | E14
Context Window Importance
- Context window size in LLMs limits input and output text.
- A larger context window allows more holistic information processing, crucial for complex tasks.
Great Gatsby Experiment
- Anthropic's 100k context window was tested with "The Great Gatsby".
- Hiding new information in the text and querying it demonstrated the model's comprehension.
New Use Cases
- Larger context windows enable new LLM use cases.
- Analyzing entire databases or generating podcast timestamps becomes feasible.
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This week in AI is always packed with the latest news in artificial intelligence, but this episode delivers breakthroughs that are firmly in sci-fi territory. Chris and Michael discuss Anthropic releasing a 100,000-token context window for their language model—enabling it to understand entire novels or every customer record in your database at once. They explore what might be possible now, like AI systems writing convincing news articles, handling legal documents, or providing personalized healthcare recommendations with full medical histories.
We are also awed by Google's new AI capabilities, including models that can translate between any languages, handle complex reasoning or generate code. However, they're concerned by the company forcing it into their search engine and email—noting most users won't appreciate or understand interacting with an AI.
Finally, we dive into an eyebrow-raising use of AI: an influencer selling time with her "virtual girlfriend" chatbot for $1/minute. While concerning, the technology may point to AI companions becoming common for the elderly or lonely. Overall, this mind-blowing episode highlights how AI continues to shape the future at an exponential pace.
CHAPTERS:
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00:00 - Introduction
00:35 - Anthropic’s 100k context size announcement
21:58 - Google I/O announcements: PaLm 2, Bison & Makersuite
30:04 - Google Generative AI Search and Workspace Updates
39:37 - Google Search Perspectives
42:01 - Google Bard Vs ChatGPT
45:33 - Hugging Face Transformers Agent & Multimodal models
54:09 - AI model memory and learning
56:41 - The AI girlfriend chatbot
SOURCES:
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https://caryn.ai/
https://www.anthropic.com/index/100k-context-windows
https://www.mosaicml.com/blog/mpt-7b
https://ai.google/discover/palm2/
https://developers.generativeai.google/guide
https://www.theverge.com/23718158/google-io-2023-biggest-announcements-ai-pixel-fold-tablet-android-14
https://twitter.com/cutiecaryn/status/1653308852689928192/video/1
https://workspace.google.com/blog/product-announcements/generative-ai
https://blog.google/products/search/generative-ai-search/
https://huggingface.co/docs/transformers/transformers_agents
https://twitter.com/DrJimFan/status/1642563455298473986/photo/1
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