Since the generative AI boom began, I’ve been asking experts what the evolution of Web2 can teach us for the LLM era. How can companies avoid past mistakes and mitigate unseen risks? My latest story begins to scratch the surface of that question.
AI
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AI Coding Tools Drive 34X Growth in Startup Development
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We see this too. Smaller teams, shipping faster. – For users of Ghostwriter, 30+% of their code is written by our coding AI.
– 34X growth in AI projects YoY.
– Full startups built and deployed end to end on Replit. -
Simon Willison’s Talk on LLM Developments and Challenges
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Such a great talk "Catching up on the weird world of LLMs" by Simon Willison(
@simonw
). The talk is the "last few years of LLMs developments compressed in just 35 minutes". It covers a lot of things such as what LLMs are, use-cases, how they’re trained and challenges involved in -
Theory Behind Q, K, V Matrices in Language Models
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Not sure whether there is any theory behind it vs just empirical observation that it works well. Maybe an intuition is that the Q, K, V matrices work well for language in general, and you don't want to screw them up. Whereas the other ones are more like the extraction params.
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Human Intimacy Cannot Be Reduced to AI Codes
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"Human intimacy cannot be reduced to a set of codes." Read here https://
adiowrites.wordpress.com/2023/07/31/of-
ai-girlfriends-heady-cocktail-of-fallacies-and-ethical-quandaries/
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AI Assistants Surpassing Experts and Multi-Agent Collaboration Predicted in 2015
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Nous interagirons avec des assistants intelligents meilleurs que tous les experts sur tous les sujets. Puis ces assistants intelligents discuteront les uns avec les autres. C'est exactement ce que j'expliquais dans cette conférence en 2015 https://
youtu.be/K5a1uthRHf8 -
Databricks founding story: from $0 to $38 billion valuation
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The founding story of @databricks (last valued at $38B)
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AI Adoption Hasn’t Caused Predicted Mass Job Losses
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What Happened to All Those Jobs ChatGPT Was Supposed to Nuke? https://
bit.ly/3OxfmKI "A.I. is being widely adopted, but the imagined mass firings haven’t materialized. The United States is still effectively at full employment, with just 3.5 percent of the workforce unemployed." -
Wirestock Empowers Creators to Generate and Monetize AI Images
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Excited to see @Wirestock empower creators to generate and monetize AI images using Stability AI SDXL Thank you @MikayelK
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AI Improves Education: Accessible Scalable Learning Path Research
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How can we use AI to improve education? HAI faculty affiliate @chrispiech explains how he and his colleagues aim to demonstrate a path to effective & inspiring education that is both accessible and scalable in a research supported by the Hoffman-Yee grant: