AI - AI Dynamics

→ View original post on X — @cwarzel

AI’s Role in College Admissions and Affirmative Action Policy

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@cwarzel

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01 July 2023 17h30

you should be reading everything @matteo_wong writes https://
theatlantic.com/technology/arc
hive/2023/06/affirmative-action-ruling-race-conscious-college-admissions-essays/674590/
…

→ View original post on X — @tiernanraytech

Microsoft TikTok Give Generative AI Memory Capabilities

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@tiernanraytech

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01 July 2023 17h26

Microsoft, TikTok give generative AI a sort of memory The innovations can give any large language model ChatGPT-like abilities. https://
zdnet.com/article/micros
oft-tiktok-give-generative-ai-a-sort-of-memory/
… @MSFTResearch @BytedanceTalk @OpenAI #AI #deeplearning #ChatGPT

Bypassing LLM and Embedding Model Weaknesses with Open Source Solutions

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01 July 2023 17h18

I'm not aware of a startup working on this directly, but people are talking about the problem. And it's an interesting way to bypass some issues with weaknesses that embedding models/existing LLMs have, especially if there's broader adoption of OSS LLMs.

Prompt Routing: Selecting Optimal Models for Different Prompts

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01 July 2023 17h17

I've also heard *very* recently (like, the past few weeks) about interest in what you could call Prompt Routing. The idea being that different models hallucinate in different ways, and there could be an opportunity to pick the right model for the right prompt algorithmically.

AutoGPT and AI Agents Momentum Toward Year End

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01 July 2023 17h16

Finally, looking toward the end of the year: agents, agents, and more agents. AutoGPT still continues to build momentum (though some people worry it might have some challenges working with its community) and there's research coming out of startups like Generally Intelligent.

Nvidia’s AI Training Dominance Faces Potential Challenge from MosaicML

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01 July 2023 17h15

And Nvidia still obviously owns AI training with their (very substantial) lead in AI training with its A100- and H100-series GPUs. Though that *might* be due for a change, particularly with some work coming out of (shocker) MosaicML this week.

MosaicML Acquisition Signals Major Consolidation in AI Stack

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01 July 2023 17h14

With the news about MosaicML getting acquired this week, it's clear Databricks and Snowflake are going to be two of the biggest landing points for these companies—both companies powering a new stack *and* acquihires. I wouldn't be surprised to see Nvidia make some moves, either.

AI Frameworks as Business Models: LangChain and AutoGPT

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01 July 2023 17h13

Investors and industry professionals are still very split on how frameworks are going to play out as businesses. LangChain is the obvious one here, but there are a lot of other emerging frameworks w/ companies forming around them. AutoGPT comes up a lot in this context.

LLM Benchmark Debate: Comparing Model Performance Standards

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01 July 2023 17h12

That's led to this very weird debate over how to explicitly benchmark how these perform against each other. There's no great consensus on how to compare one against each other, and many (like Falcon 40B) are using leaderboards as their selling point.