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Disappearing data moats

dylandavis.net · published 25 December 2023

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https://podcasters.spotify.com/pod/show/dylan8185/episodes/Disappearing-data-moats-e2dljo0/a-aapdm2g

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https://podcasts.apple.com/us/podcast/disappearing-data-moats/id1720599341?i=1000639684244

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https://youtu.be/bNWtTeWhJe4?t=260

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https://mitsloan.mit.edu/ideas-made-to-matter/what-synthetic-data-and-how-can-it-help-you-competitively

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https://www.gartner.com/en/newsroom/press-releases/2022-06-22-is-synthetic-data-the-future-of-ai

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https://archive.ph/2023.09.16-114239/https://www.ft.com/content/053ee253-820e-453a-a1d5-0f24985258de

archive.ph

https://archive.ph/o/sF8ok/https://www.ft.com/content/8ce04d67-069b-4c9d-91bf-11649f5adc74

archive.ph

https://archive.ph/0OMQy

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https://en.wikipedia.org/wiki/Synthetic_data

en.wikipedia.org

https://youtu.be/ODSJsviD_SU?t=6470

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https://research.aimultiple.com/synthetic-data-generation/

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https://deepmind.google/discover/blog/graphcast-ai-model-for-faster-and-more-accurate-global-weather-forecasting/

deepmind.google

https://csrc.nist.gov/glossary/term/synthetic_data_generation

csrc.nist.gov

https://www.forbes.com/sites/robtoews/2022/06/12/synthetic-data-is-about-to-transform-artificial-intelligence/?utm_source=pocket_saves&sh=3e02cc247523

forbes.com

https://www.statice.ai/post/what-is-differential-privacy-definition-mechanisms-examples

statice.ai

https://youtu.be/ckI21wSyhSY?t=1680

youtu.be

https://techcrunch.com/2022/02/02/scale-ai-gets-into-the-synthetic-data-game/

techcrunch.com

https://elise-deux.medium.com/everything-that-happened-in-the-synthetic-data-space-in-2022-c5d6cb5aaf06

elise-deux.medium.com

https://robots.net/fintech/what-is-bootstrapping-in-machine-learning/

robots.net

https://www.databricks.com/blog/LLM-auto-eval-best-practices-RAG

databricks.com

https://gretel.ai/blog/training-better-llms-slms-with-diverse-high-quality-synthetic-data?utm_source=pocket_saves

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https://arxiv.org/pdf/2306.11644.pdf

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https://huggingface.co/microsoft/Orca-2-7b

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https://www.ibm.com/blog/watsonx-tailored-generative-ai/

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https://www.microsoft.com/en-us/research/blog/phi-2-the-surprising-power-of-small-language-models/

microsoft.com

https://importai.substack.com/p/import-ai-353-ai-bootstrapping-llms

importai.substack.com

https://mostly.ai/blog/model-collapse-and-synthetic-data?utm_source=pocket_reader

mostly.ai

https://mimicgen.github.io/

mimicgen.github.io

https://youtu.be/XoMNZdiDSK0?t=1463

youtu.be

https://medium.com/renderedai/generate-synthetic-data-for-aerial-object-detection-with-rendered-ai-eb8a5eb7449f

medium.com