AI - AI Dynamics

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Concerns about problematic code entering the civilizational codebase

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@esyudkowsky

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14 January 2023 11h25

Okay I seriously worry about what happens to our civilizational codebase when it starts containing code like this.

→ View original post on X — @ingliguori

Data Careers: Engineers, Scientists, and Analysts Driving Business Success

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@ingliguori

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14 January 2023 11h25

Exciting roles in the #dataworld include #DataEngineers, #DataScientists, and #DataAnalysts, all working together to turn data into actionable insights and drive business success!
Via @ingliguori #bigdata #Analytics #DataScience #AI #MachineLearning #dataScientist #techjobs

→ View original post on X — @futurepedia_io

New AI Tools Category Browser Page Launch

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@futurepedia_io

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14 January 2023 11h15

added a new page to make it easier to browse all categories 🙂 check it out: http://
futurepedia.io/ai-tools

Evaluating Model Training Priorities and Prompt Engineering Strategies

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14 January 2023 11h15

Did they expect this task, and give it enough priority to try to improve it? Are the outputs that are good for my needs going to be ones it was encouraged to produce during training? What prompts did they use, and how can I make mine more like theirs? 7

Software capabilities supervision and emergence in AI systems

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14 January 2023 11h15

If I had to guess, I'd say that a lot of supervision has gone into the software-adjacent capabilities, as that's a very promising commercial opportunity. Most of the other things I try feel emergent? Maybe? I hope this will be clearer as other systems are released. (end)

Emergent Behavior and Incorrect Mental Models of AI Systems

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14 January 2023 11h15

If I hit some pocket of supervision, but I think it's all emergent behaviour, I'll come away with an incorrect mental model about what else the system can do. I'll think, well if it can do this task, it can do this other task. 5

Emergent Performance: Balancing Algorithm, Data, and Developer Supervision

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14 January 2023 11h15

If the performance on both tasks is emergent, I should think about the capabilities in terms of the algorithm and the data. But if the supervision is important, I need to include the developers in my mental model. 6

Voice Assistants Limited by Predefined Commands Not Natural Language

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14 January 2023 11h15

Siri, Alexa etc have a bunch of specific functionality, and language is just the UI. It's like typing into one of those old adventure games. If the game wants you to catch the cat with the flypaper or whatever, you can't crouch down and slow blink to lure it over instead. 3

ChatGPT’s opacity regarding data sources and supervision

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14 January 2023 11h15

The fallback function of Siri, Alexa etc is to search Google or Wikipedia. When that happens, it's pretty obvious. But with ChatGPT, it's extremely murky (to me at least) — so much so that I don't even know how important the explicit supervision really is. 4