GENERATIVE AI

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14 January 2023 3h59

A couture gown inspired by cotton candy. #midjourney

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IdeasAI Generates Startup Ideas Using GPT-3 Technology

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@futurepedia_io

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14 January 2023 3h35

https://
futurepedia.io/tool/ideasai generates startup ideas using GPT-3 #AI #GPT3

Cannabis-Inspired Couture Gown Created with Midjourney AI

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14 January 2023 3h29

A couture gown inspired by cannabis. #midjourney

AI-Generated Fashion: Semiconductor Wafer Couture Gown Design

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14 January 2023 3h19

A couture gown inspired by semiconductor wafers. #midjourney

AI-Generated Couture: Ramen Dresses and Creative Fashion Design

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14 January 2023 3h16

I’m having fun imagining high fashion couture gowns made of random everyday things. This is a dress made of dry ramen. Throw out some ideas for materials and I’ll share them here. #midjourney

AI Impact Will Be 10% of Inflated Public Expectations

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14 January 2023 2h25

With all that said… it's obvious to me that the actual impact of the tech will be maybe ~10% of what the average person on my timeline expects. People have *ridiculously* inflated expectations, that aren't grounded in the actual capabilities (current or future) of these models.

Future Models: Local Conversational Interface with Server-Side Backend

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14 January 2023 2h24

I wouldn't be surprised if we end up with models that run *locally* (in the browser or on your phone), acting as a conversational interface between you and a server-side knowledge/task backend.

Future AI assistants will be more capable and cheaper to operate

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14 January 2023 2h23

That means that the AI assistants of the near future will be considerably more capable than what we see today. And they will be a lot cheaper to run too, as model distillation techniques and architecture refinements keep catching up to raw model size.

Integrating LLMs with Symbolic Tools to Address Limitations

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14 January 2023 2h21

Likewise we can interface LLMs with an array of symbolic tools that can shore up their weaknesses — calculators, interpreters, discrete search programs, SAT solvers, etc.

LLM Performance Evolution: Beyond Generation to Knowledge Retrieval

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14 January 2023 2h19

It's clear that we're far from peak LLM performance — these models will keep getting better. It's also clear that pure generation is just the first step — we can largely alleviate the LLM reliability issue by using them as information retrieval devices over a knowledge corpus.