the visual cortex is on the other side
MACHINE LEARNING
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Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, Gauges
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Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges Bronstein et al.: https://
arxiv.org/abs/2104.13478 #ArtificialIntelligence #DeepLearning #MachineLearning -
Non-pro o3 finds valid solutions faster than pro
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Didn’t try pro because non-pro o3 can find many valid solutions (and is faster)
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Circular questions answerable by machine lacking reasoning
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Four circularly dependent questions so easy they can be answered in 1m 20s by a machine, which of course cannot actually reason:
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Fast.ai Launches Problem-Solving Course with Thousand Beta Testers
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We have a thousand people beta testing it – the folks who got in quick for this course: https://
solveit.fast.ai -

AI Agents Impact on U.S. Workforce Automation and Augmentation
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Find and read the 44-page article here: https://
arxiv.org/abs/2506.06576
(described in the thread below) “Future of Work with AI Agents: Auditing Automation and Augmentation Potential across the U.S. Workforce” -
ArXiv AI Research: Weekly updates across CS.AI, CS.CL, CS.ML
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from http://
arxiv.org, i just clicked http://
cs.AI (1028 entries last week) and http://
cs.CL (605 entries) and http://
cs.ML (305 entries), etc. -

Data-Driven Marketing Starts with Developers
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Data-driven marketing starts with developers: https://
developers.googleblog.com/en/data-driven
-marketing-starts-with-developers/
…
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#Martech #DataScience #Analytics #CMO #CDO #CTO #ABtesting #BigQuery #Google -
NVIDIA Cosmos Reason1: Vision Language Models for Embodied Reasoning
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NVIDIA’s Cosmos Reason1 is a family of Vision Language Models trained to understand the physical world and make decisions for embodied reasoning.
— Satya Mallick (@LearnOpenCV) 17 juin 2025
What makes Cosmos Reason1, as a promising contender for video understanding and embodied reasoning is mainly attributed to its dataset… pic.twitter.com/ltJmteFDkjNVIDIA’s Cosmos Reason1 is a family of Vision Language Models trained to understand the physical world and make decisions for embodied reasoning.
What makes Cosmos Reason1, as a promising contender for video understanding and embodied reasoning is mainly attributed to its dataset -
Prompt Quality is Key to Reliable AI Products and User Satisfaction
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As AI agents become more complex, the quality of prompts directly impacts the reliability of your AI product. Bad prompts = unreliable AI = frustrated users.