Join leaders from top companies such as @Adobe
, @Amazon
, @Disney
, @GettyImages
, @GoogleDeepMind
, @MercedesBenz
, @Meta
, @Microsoft
, and more sharing the latest in #AI and tech breakthroughs. See the future at #GTC24, March 18-21 in San Jose, CA.
RESEARCH
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Top Tech Leaders Share AI Breakthroughs at GTC24
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Learning Similarities Between Children and Artificial Intelligence Systems
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What fresh insights can we gain from studying similarities and differences in learning between children and AI? Listen to this episode of The Future of Everything podcast with @Rbaltman and @stanfordeng
: https://
stanford.io/48o0zd6 -
Gemini 1.5 Pro Model Guide Released With 1M Token Context
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The Gemini 1.5 Pro model guide is live! With support of up to 1 million tokens context length, you may be wondering what's possible with Gemini 1.5 Pro. My overall impression after our first round of testing is that Gemini 1.5 Pro is among the most powerful long context LLMs
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Gemini-1.5 Pro Represents Most Significant LLM Advancement
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— Oriol Vinyals (@OriolVinyalsML) 20 février 2024
Ok, I've been waiting a while before saying it confidently, but I now understand that the Gemini-1.5 Pro had its deserved spotlight stolen last week by Sora. After experimenting with it for a while, I believe it represents the most significant advancement in LLM capabilities
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Gemini 1.5 Context Window RAG Production Impact Analysis
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Gemini 1.5 is a much bigger deal than Sora. 1. The 10M context window fundamentally changes how we think about RAG. Not just large, but also effective. 2. Pro-1.5 Beats Ultra-1.0. There’s a fundamental modeling improvement. 3. It’s in production, you can use it today. I too
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Gemini 1.5 Pro: In-Context Learning Outperforms Fine-Tuning
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I've been testing Gemini 1.5 Pro's reasoning capabilities this morning. It's near-GPT-4-level with regular prompts. BUT Gemini's performance improves as I add dozens of examples. There doesn't seem to be an upper limit. Many-example prompting is the new fine-tuning.
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Gemini 1.5 Passes Complex RPG Character Generation Test
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A hard test of Gemini 1.5 that every other AI has failed. I gave it a truly over-the-top RPG (the 352 page rulebook for 60 Years in Space) and asked it to role up a character The instructions are scattered across many pages, and are very complicated, but Gemini seemed to get it.
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Gemini 1.5 Pro’s 1M Token Context: 6 Impressive Capabilities
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Gemini 1.5 Pro's 1,000,000+ token context length is incredible. I got early access and spent my Saturday night running tests. Here are 6 impressive capabilities I found:
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Problem-solving uncertainty in complex technical challenges
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thinking really hard about a problem when you're not sure if you will find its solution, or if the solution is out there but you're googling the wrong words, or the problem is completely intractable for reasons you are currently unaware of
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PhD Students Face Continuous Intelligence Boundaries
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one of the scariest parts of being a phd student is directly confronting the boundaries of your own intelligence, over and over again (you get used to it though)