Artificial Intelligence’s Cognitive Toll
#AI #AIio #AIInnovation #ML #DataScience #Futureofwork @lexfridman @sama @kaifulee @ID_AA_Carmack @karpathy @2morrowknight @ylecun
MACHINE LEARNING
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Artificial Intelligence’s Cognitive Toll on Human Society
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AlphaFold revolutionizes drug discovery through genome-wide virtual screening
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In the post-AlphaFold era, drug discovery is on a tear
—Genome-wide virtual screening @ScienceMagazine https://
science.org/doi/10.1126/sc
ience.ads9530
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—Transforming the industry in many ways @TheEconomist https://
economist.com/leaders/2026/0
1/08/ai-is-transforming-the-pharma-industry-for-the-better?utm_content=ed-picks-image-link-3&etear=nl_weekly_3&utm_campaign=r.the-economist-this-week&utm_medium=email.internal-newsletter.np&utm_source=salesforce-marketing-cloud&utm_term=1/8/2026&utm_id=2153721
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Tunguz says developers don’t understand tabular data ML modeling
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No, they will still suck. None of the developers of these models understand what tabular data ML modeling is all about.
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How Finance Teams Deploy AI Today
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How finance teams are putting AI to work today
#AI #AIio #AIInnovation #ML #DataScience #Futureofwork @HaroldSinnott @fogoros @iainljbrown @NandoDF @katecrawford @drhassanrashidi @YuHelenYu -
Core War Simulation and Interactive Redcode Visualization Tool
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In a sandboxed Core War environment, we can simulate our evolved “warriors” and visualize their behaviors.
— hardmaru (@hardmaru) 8 janvier 2026
The user can interactively visualize the assembly language (Redcode) of the warriors at where the mouse cursor is located.
GitHub Repo: https://t.co/vN19A68iOp pic.twitter.com/PnnZmDcTrLIn a sandboxed Core War environment, we can simulate our evolved “warriors” and visualize their behaviors. The user can interactively visualize the assembly language (Redcode) of the warriors at where the mouse cursor is located. GitHub Repo: https://
github.com/SakanaAI/drq -
Interview on Optuna History: From 2018 Challenges to Today
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Honored to be interviewed about the history of Optuna. It covers everything from our early challenges in 2018 to the mindset I carry into my work today. Full interview (in Japanese): findy-code.io/engineer-lab/i… Takuya Akiba (@iwiwi) Optunaの開発秘話についてインタビューして頂きました！ 2018年当時のOptuna誕生の経緯と裏側、この経験の振り返りや学び、今の仕事にも繋がる自分の根底にある考え方、などを上手く引き出してまとめてくださってます。ぜひ！ findy-code.io/engineer-lab/i… — https://nitter.net/iwiwi/status/2009079954907213846#m
→ View original post on X — @_yutaroyamada, 2026-01-08 17:00 UTC
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OpenTinker: Train AI Agents on Laptop Easily
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What if you could train AI agents on a laptop as easily as on a GPU cluster?
— 机器之心 JIQIZHIXIN (@jiqizhixin) 8 janvier 2026
Researchers from UIUC's U Lab, led by Prof. Jiaxuan You, just open-sourced OpenTinker.
It's a new "Reinforcement-Learning-as-a-Service" (RLaaS) system that decouples the complex training pipeline into… pic.twitter.com/YSH2txDsEhWhat if you could train AI agents on a laptop as easily as on a GPU cluster? Researchers from UIUC's U Lab, led by Prof. Jiaxuan You, just open-sourced OpenTinker. It's a new "Reinforcement-Learning-as-a-Service" (RLaaS) system that decouples the complex training pipeline into
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Digital Red Queen: Adversarial Program Evolution in Core War with LLMs
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Digital Red Queen: Adversarial Program Evolution in Core War with LLMs
— hardmaru (@hardmaru) 8 janvier 2026
Blog Post: https://t.co/DwllY5YNOD
Full Paper (Website): https://t.co/PKfXJTWfRN
Full Paper (arxiv): https://t.co/V0elSPvSaQ
More information:https://t.co/GD1iLlvnUCDigital Red Queen: Adversarial Program Evolution in Core War with LLMs Blog Post: https://
sakana.ai/drq/
Full Paper (Website): https://
pub.sakana.ai/drq/
Full Paper (arxiv): https://
arxiv.org/abs/2601.03335 More information: -
Dynamic Context Discovery in Large Language Models
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Dynamic context discovery · Cursor https://
buff.ly/xpdnlPc
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Core War: Adversarial Program Evolution and Digital Red Queen
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Survival of the fittest code.
— hardmaru (@hardmaru) 8 janvier 2026
Core War (1984) is a game where programs must crash their opponents to survive. Warriors written in an assembly language called Redcode fight for control of a virtual machine.
Our new paper: Digital Red Queen: Adversarial Program Evolution in Core… pic.twitter.com/f5XGxfCJCFSurvival of the fittest code. Core War (1984) is a game where programs must crash their opponents to survive. Warriors written in an assembly language called Redcode fight for control of a virtual machine. Our new paper: Digital Red Queen: Adversarial Program Evolution in Core