Turns out if you insert food into that guy, he spits back wisdom!
AI
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GPT Models Lack Awareness of Their Own Strengths and Limitations
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Interesting non-obvious note on GPT psychology is that unlike people they are completely unaware of their own strengths and limitations. E.g. that they have finite context window. That they can just barely do mental math. That samples can get unlucky and go off the rails. Etc.
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AutoGPTs: The Next Frontier of Prompt Engineering and AI Systems
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Next frontier of prompt engineering imo: "AutoGPTs" . 1 GPT call is just like 1 instruction on a computer. They can be strung together into programs. Use prompt to define I/O device and tool specs, define the cognitive loop, page data in and out of context window, .run(). https://t.co/EKy84pa5bB
— Andrej Karpathy (@karpathy) 2 avril 2023Next frontier of prompt engineering imo: "AutoGPTs" . 1 GPT call is just like 1 instruction on a computer. They can be strung together into programs. Use prompt to define I/O device and tool specs, define the cognitive loop, page data in and out of context window, .run().
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Agent AI Corrects Generated Programs Using Test Feedback
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By patching you mean how the agent corrects the generated program? We get the feedback from the tests and feed it back to LLM, to make an intelligent decision on what needs to get fixed.
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AI Development Acceleration: Major Changes Ahead for Software Engineering
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Take this from @Steve_Yegge (
https://
about.sourcegraph.com/blog/cheating-
is-all-you-need
…) and add this from @simonw (
https://
simonwillison.net/2023/Mar/27/ai
-enhanced-development/
…) and this from @peternixey (
https://
x.com/peternixey/sta
tus/1640002493630369792?s=20
…) and it's clear that something big is going to happen, and probably faster than we'd like, to AI and software development -
AI Requires New Startup Building Paradigm and Approach
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I don’t agree! I think AI as a paradigm to build tech and products is very different than traditional software and requires an update on how we build and suggest to build startups
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Lean Startup Methodology for AI: Building Differentiation Beyond PMF
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We need the equivalent of the “lean startup” book/movement by @ericries but for AI. Very different paradigm IMO to build startups. For ex, it’s easier to get to wow effect/illusion of pmf but harder to differentiate/retention/stay up to date on cutting edge. Who’s working on it?
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GoodAI Autonomous Agents Design Test Programs Autonomously
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In GoodAI, we are working on autonomous agents powered by LLMs. This is one of those projects where the agent gets an initial goal (to build a program) and then autonomously designs tests, runs them, and proposes corrections until the program works. Another use case for
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Autism Awareness: Celebrating Neurodiversity in Creative Workplaces
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#AutismAwareness Month is a chance to #CelebrateDifferences and the creative minds of people with autism. https://
elsevier.com/connect/you-ma
y-well-have-autistic-colleagues-but-chances-are-you-wont-know-for-sure
… #elsevier #diversityandinclusion -
Sam Misses Broader Message on Model Transparency
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sam seems like he is picking up on part of the message from the jailbreaking community however, he fails to address the broader message calling for more model transparency in general