The real bottleneck isn’t models. It’s unstructured data. I saw a side-by-side demo that made this obvious: → Raw data environment
• lower accuracy
• higher risk
• inefficient outputs → Metadata-enriched environment
• better decisions
• faster results
• measurable
@ronald_vanloon
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AI bottleneck is unstructured data not models
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AI scaling illusion vs business value gap
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Everyone thinks they’re scaling AI. Most are just scaling chaos. What I’m seeing, including in conversations with @collibra
, is a dangerous illusion → faster experimentation
→ more pilots
→ zero control The gap between AI ambition and actual business value is widening. -
Unpredictable AGI may resist full control
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Unpredictable AGI may resist full control, making diverse #AI safer
by Gaby Clark @TechXplore_com Learn more: https://
bit.ly/48empCF #ArtificialIntelligence #MachineLearning #ML -
Atlas Robot Demonstrates Advanced AI Skills
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From Walking to Heavy Lifting: Atlas Shows Off Next-Level Skills
— Ronald van Loon (@Ronald_vanLoon) 21 mai 2026
by @lukas_m_ziegler
#Robotics #ArtificialIntelligence #Innovation #MI #ML #Tech pic.twitter.com/uXgbhNcAUSFrom Walking to Heavy Lifting: Atlas Shows Off Next-Level Skills
by @lukas_m_ziegler #Robotics #ArtificialIntelligence #Innovation #MI #ML #Tech -
AI robot swarms target wounds with light
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Living #Robot swarms built from algae can split, merge, and target wounds with light
by Neetika Walter @IntEngineering Learn more: https://
bit.ly/4nvWBZ0 #MedTech #Healthcare #HealthTech #Tech #TechForGood -
12 AI Terms to Learn
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12 #AI Terms to Learn
by @Python_Dv #ArtificialIntelligence #MachineLearning #ML #MI -
Why learn languages if AI can translate instantly?
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If #AI can translate instantly, why learn another language?
by Olivia Maurice Mark Antoniou @_TCglobal Learn more: https://
bit.ly/42HeE57 #ArtificialIntelligence #MachineLearning #ML #DL -
AI Wardrobe App Picks Outfit by Weather and Schedule
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#AI Wardrobe App Picks Your Outfit Based on Weather and Schedule
— Ronald van Loon (@Ronald_vanLoon) 20 mai 2026
by @jayhxmo
#ArtificialIntelligence #MachineLearning #ML pic.twitter.com/I0jpWCPqrU#AI Wardrobe App Picks Your Outfit Based on Weather and Schedule
by @jayhxmo #ArtificialIntelligence #MachineLearning #ML -
VinMotion Unveils Humanoid Robot for Industrial Logistics
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VinMotion Unveils Motion 2: A Humanoid Built for Industrial #Logistics
— Ronald van Loon (@Ronald_vanLoon) 20 mai 2026
by @CyberRobooo#AI #Robotics #Engineering #Innovation #Technology pic.twitter.com/to7pble2bHVinMotion Unveils Motion 2: A Humanoid Built for Industrial #Logistics
by @CyberRobooo #AI #Robotics #Engineering #Innovation #Technology -
AI-Driven Adaptive Robotic Gripper for Manufacturing
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Evolving #Robot Hand: A Versatile Adaptive Gripper for Manufacturing, Education, and Research
— Ronald van Loon (@Ronald_vanLoon) 20 mai 2026
via @ZappyZappy7#AI #MachineLearning #ArtificialIntelligence #Innovation #Technology pic.twitter.com/PchRoemnHIEvolving #Robot Hand: A Versatile Adaptive Gripper for Manufacturing, Education, and Research
via @ZappyZappy7 #AI #MachineLearning #ArtificialIntelligence #Innovation #Technology