INNOVATION - AI Dynamics

Language Models: New HCI Paradigm and Practical Applications

By

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16 March 2023 19h36

3. How people use language models. Interaction and collaboration with language models will be a new direction similar to HCI, and I’m super excited about application of language models for use cases such as foreign-language learning, training therapists, etc.

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16 March 2023

Building Evaluations for Frontier Language Models

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@_jasonwei

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16 March 2023 19h36

2. Building evaluations. Many benchmarks get quickly saturated, and we need more to evaluate the frontier of language models. In addition, it’s still an open question of how to evaluate language models generally. The new OpenAI evals library could be good: https://
github.com/openai/evals

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16 March 2023

Prompting Research: Just the Beginning for Language Model Guidance

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@_jasonwei

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16 March 2023 19h36

1. Prompting research. Maybe hot take, but I think we’ve just reached the tip of the iceberg on the best ways to prompt language models. As language model capabilities increase, the degrees of freedom for guiding a particular generation via a good prompt will increase.

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16 March 2023

Democratized Red Teaming: Building Robust AI Models Through Adversarial Testing

By

@gdb

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16 March 2023 19h19

Democratized red teaming is one reason we deploy these models. Anticipating that over time the stakes will go up a *lot* over time, and having models that are robust to great adversarial pressure will be critical. Also considering starting a bounty program/network of red-teamers!

→ View original post on X — @gdb

16 March 2023

Customized AI Models Drive Enterprise Efficiency and Competitive Advantage

By

@sambanovaai

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16 March 2023 19h11

“Compared with one-size-fits-all-models where your data needs to be shipped off to a third-party API, customized owned models bring huge efficiency savings that give businesses a clear competitive advantage in their lines of work.” – @MarshallChoy https://
techmonitor.ai/technology/ai-
and-automation/microsoft-copilot-for-work-office-365-ai
…

→ View original post on X — @sambanovaai

16 March 2023

Microsoft 365 Copilot Launch: Understanding Usefully Wrong

By

@alliekmiller

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16 March 2023 19h03

From Microsoft 365 Copilot launch post one hour ago… What is “usefully wrong”?

→ View original post on X — @alliekmiller

16 March 2023

Sam Altman Interview on GPT-4 ChatGPT and AI

By

@lexfridman

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16 March 2023 18h53

I'm doing podcast with Sam Altman (
@sama
), CEO of OpenAI next week, about GPT-4, ChatGPT, and AI in general. Let me know if you have any questions/topic suggestions. PS: I'll be in SF area next week. Let me know if there are other folks I should talk to, on and off the mic.

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16 March 2023