it's good except as a rule of thumb you always want to move test time compute into train time compute, to whatever extent possible.
AI
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GitHub Copilot’s Success: 65% Lifetime Retention Rate in Internal Trials
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Watching @natfriedman tell the story of hammering out the @GitHub Copilot UX with @alexgraveley’s tiny team
— swyx 🐣 (@swyx) 15 février 2023
They knew it was going to be a success when, in internal trials, the lifetime retention rate was >65% 🤯
(at the @heyjasperai conf) pic.twitter.com/bIgvixQfNaWatching @natfriedman tell the story of hammering out the @GitHub Copilot UX with @alexgraveley
’s tiny team They knew it was going to be a success when, in internal trials, the lifetime retention rate was >65% (at the @heyjasperai conf) -

Bing Chat Memory: Permanent Record of User Interactions
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Ostras claro, qué meta. Todas nuestras interacciones con Bing que queden registradas en algún artículo o fuente de Internet y asociada con nuestra identidad, podrá ser traído por Bing Chat a la conversación, quedando como una memoria permanente de tus interacciones con ella.
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CMU and Adobe’s Pix2Pix-Zero Enables Image Translation
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CMU & Adobe’s Pix2Pix-Zero Enables Training- and Prompt-Free Image-to-Image Translation https://
syncedreview.com/2023/02/14/cmu
-adobes-pix2pix-zero-enables-training-and-prompt-free-image-to-image-translation/
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GPT-Based Synthetic Tabular Data Generation Library
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Cool new #GPT-based approach to synthetic tabular data generation. It shows great results compared to the excellent SDV library. Library: https://
github.com/avsolatorio/re
altabformer
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Upstart’s Revenue Outlook Miss Signals Market Concerns
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Upstart halted as outlook misses by a mile https://
thetechnologyletter.com/the-posts/upst
art-halted-as-outlook-misses-by-a-mile
… The 36% miss on revenue outlook is the widest miss so far. // $UPST -

Google advances robot communication and real-world task performance
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In the past year we researched how to help robots be more helpful by improving their communication, enabling them to understand real-world situations, and expanding their low-level skills to better perform tasks in unstructured environments. Read how at https://
goo.gle/40OzzkB -
LangChain Knowledge Graph Index Structure Exploration
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An AWESOME blogpost by @FanLi_RnD covering the graph index structure we added yesterday https://
apex974.com/articles/explo
re-langchain-support-for-knowledge-graph
… Including some great suggestions for future directions -

Anthropic hiring Prompt Engineer at $250k-$335k, no CS degree required
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Wow – Anthropic (Google's latest $300M AI investment) is hiring a "Prompt Engineer" for $250k-$335k/yr + equity No CS degree required, just have "at least basic programming and QA skills" Wild times.