iiinova — where your digital self keeps evolving

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Nataliya Kosmyna, Ph.D @nataliyakosmyna.bsky.social · 06/08/2026

After decades in neuroscience and BCIs, one question keeps coming up: what does each part of the brain do, and how can we measure it? Meet NeuroAtlas - a new tool to explore brain function across EEG, MEG, fMRI, tFUS, iEEG, TMS, DBS, and more! Link: atlas.neuro2.ai

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Nataliya Kosmyna, Ph.D @nataliyakosmyna.bsky.social · 13/08/2026

Today we are excited to release a NeuroDatasets tool, where one can browse and find all available neuroscience datasets for all major modalities: EEG, MRI, MEG, NIRS, PET and more. Check the NeuroDatasets tool here: datasets.neuro2.ai Huge shoutout to my amazing co-author @eugenehp.bsky.social !

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Nataliya Kosmyna, Ph.D @nataliyakosmyna.bsky.social · 13/10/2025

Today, I’m excited to present the first actionable step towards combating AI slop. The Humans Commons initiative has published a collection of the first-ever licenses designed to designate the result of human work under Human-first licenses, titled AI0. www.humanscommons.org

humanscommons.org

Licenses for the bright future of humanity

Humans Commons offers a range of open-source licenses – from AI0 (human-only use, no AI) to AI100 (public‑domain for all). Share & adapt freely.

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Nataliya Kosmyna, Ph.D @nataliyakosmyna.bsky.social · 18/07/2025

Loved today’s Guest Opinion Essay published in @nytimes.com, written by @meghanor.bsky.social after her thought experiment with ChatGPT, also mentioning our paper «Your Brain on ChatGPT».

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Eugene Hauptmann @eugenehp.bsky.social · 20/06/2025

While downloads are lower (under 10,000), the feedback has been incredibly insightful, particularly around the best methods to use LLMs with your Brain. We are using your feedback for peer-reviewed version and to guide future research.

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Eugene Hauptmann @eugenehp.bsky.social · 20/06/2025

Thank you for such a remarkable engagement with our paper "𝗬𝗼𝘂𝗿 𝗕𝗿𝗮𝗶𝗻 𝗼𝗻 𝗖𝗵𝗮𝘁𝗚𝗣𝗧: 𝗔𝗰𝗰𝘂𝗺𝘂𝗹𝗮𝘁𝗶𝗼𝗻 𝗼𝗳 𝗖𝗼𝗴𝗻𝗶𝘁𝗶𝘃𝗲 𝗗𝗲𝗯𝘁 𝘄𝗵𝗲𝗻 𝗨𝘀𝗶𝗻𝗴 𝗮𝗻 𝗔𝗜 𝗔𝘀𝘀𝗶𝘀𝘁𝗮𝗻𝘁 𝗳𝗼𝗿 𝗘𝘀𝘀𝗮𝘆 𝗪𝗿𝗶𝘁𝗶𝗻𝗴 𝗧𝗮𝘀𝗸" – over 100 million views this week!

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Nataliya Kosmyna, Ph.D @nataliyakosmyna.bsky.social · 16/06/2025

𝐍𝐨, 𝐲𝐨𝐮𝐫 𝐛𝐫𝐚𝐢𝐧 𝐝𝐨𝐞𝐬 𝐧𝐨𝐭 𝐩𝐞𝐫𝐟𝐨𝐫𝐦 𝐛𝐞𝐭𝐭𝐞𝐫 𝐚𝐟𝐭𝐞𝐫 𝐋𝐋𝐌 𝐨𝐫 𝐝𝐮𝐫𝐢𝐧𝐠 𝐋𝐋𝐌 𝐮𝐬𝐞. See our paper for more results: "Your Brain on ChatGPT: Accumulation of Cognitive Debt when Using an AI Assistant for Essay Writing Task" : www.brainonllm.com

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Eugene Hauptmann @eugenehp.bsky.social · 30/01/2025

This is a reminder that this process (mediaanalysisd) literally collects information from *ALL* media files stored on your Mac and sends it to Apple. Even if you turn off all privacy settings in the System Settings. Even if your iPhotos are disabled.

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Eugene Hauptmann @eugenehp.bsky.social · 04/01/2025

The RAG is dead, long live the CAG!v New architecture for knowledge retrieval just dropped.

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Eugene Hauptmann @eugenehp.bsky.social · 29/12/2024

This is your reminder to opt out from Apple collecting data from your photos. Settings -> Photos -> Enhanced Visual Search -> Turn Off

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Eugene Hauptmann @eugenehp.bsky.social · 29/12/2024

Wow, did you know that SQLite has been deployed million of million times.

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Eugene Hauptmann @eugenehp.bsky.social · 15/12/2024

Yet, with all of the replit, v0, bolt, etc. founders eventually will hire people to translate business requirements for them again. As it has happened with no code before.

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Eugene Hauptmann @eugenehp.bsky.social · 14/12/2024

All the RAG founders rushing now to call things “agents”.🤦‍♂️

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Eugene Hauptmann @eugenehp.bsky.social · 12/12/2024

Great work! Have you looked into KNNs in the context of polar coordinates?

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Eugene Hauptmann @eugenehp.bsky.social · 11/12/2024

Excellent work on reducing memory footprint in LLMs!

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Eugene Hauptmann @eugenehp.bsky.social · 08/12/2024

$60k cost of materials per unit is a healthy number. Though MSRP will definitely be mid-north 6 figures. See source below.

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Eugene Hauptmann @eugenehp.bsky.social · 07/12/2024

HuggingFace just released the stats on most likes and downloads of LLMs in 2024. Chronos-t5-tiny is much less liked than FLUX, but much more downloaded.