The biggest mistake I see: Companies add AI, upload FAQs, and call it transformation. That is not transformation.
That is a slightly smarter auto-reply. Real conversational AI needs 3 things: → context from the customer history
→ access to business systems
→ the ability to
AUTOMATION
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Real Conversational AI Needs Context, Systems Access, Actions
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AI Transforms Customer Messaging Into Actionable Conversations
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Most companies still treat customer messaging like a megaphone.
— Ronald van Loon (@Ronald_vanLoon) 21 avril 2026
Send update.
Push campaign.
Wait.
But AI is changing the rules fast:
The future is not better messaging.
It is conversations that actually get things done.
That is the big idea I unpacked with @GiorgioPagliara… pic.twitter.com/RwOSTXDuJiMost companies still treat customer messaging like a megaphone. Send update.
Push campaign.
Wait. But AI is changing the rules fast: The future is not better messaging.
It is conversations that actually get things done. That is the big idea I unpacked with @GiorgioPagliara -
Hugging Face Ecosystem Powers SOTA ML Training Agents
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Love this work from Aksel and the post-training team at Hugging Face!
— Thomas Wolf (@Thom_Wolf) 21 avril 2026
Turns out the HF ecosystem (papers, datasets, models all accessible through CLI, skills and md files) is perfect for running SOTA ML agents: agents that can train any type of AI model to top performance.
A… https://t.co/uakFTU5oD0Love this work from Aksel and the post-training team at Hugging Face! Turns out the HF ecosystem (papers, datasets, models all accessible through CLI, skills and md files) is perfect for running SOTA ML agents: agents that can train any type of AI model to top performance. A
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Predictive Asset Maintenance: AI Starting Point for Industrial IoT
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Why predictive asset maintenance as the starting point? It's common across industries and easy to measure: downtime and asset availability. The architecture scales to other use cases from there. Partner content with @HighByteInc. #highbyte_iiot #Hm26 pic.twitter.com/yYbos2HaIa
— Lucian Fogoros (@fogoros) 21 avril 2026Why predictive asset maintenance as the starting point? It's common across industries and easy to measure: downtime and asset availability. The architecture scales to other use cases from there. Partner content with @HighByteInc
. #highbyte_iiot #Hm26 -
Humanoid Robots Transform Retail Operations in Hangzhou
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The Future of Shopping: Humanoid #Robots Take Over Store Operations in Hangzhou
— Ronald van Loon (@Ronald_vanLoon) 21 avril 2026
by @CyberRobooo#Engineering #ArtificialIntelligence #Innovation #Technology pic.twitter.com/qP9ZmkWQNwThe Future of Shopping: Humanoid #Robots Take Over Store Operations in Hangzhou
by @CyberRobooo #Engineering #ArtificialIntelligence #Innovation #Technology -
Master Hermes Agent: Build and Automate Anything
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.@JulianGoldieSEO just dropped a full 2-HOUR COURSE on @nousresearch's Hermes agent 🤯
— Charly Wargnier (@DataChaz) 21 avril 2026
Skip the Netflix binge and learn to build and automate ANYTHING with the agent everyone is raving about.pic.twitter.com/tGwZHv3o76.
@JulianGoldieSEO just dropped a full 2-HOUR COURSE on @nousresearch
's Hermes agent Skip the Netflix binge and learn to build and automate ANYTHING with the agent everyone is raving about. -
Vercel Skills CLI Tool for Adding AI Skills
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install: npx skills add https://
github.com/vercel-labs/sk
ills
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Multi-Purpose Electric Cart Foundation for Indoor Outdoor Robots
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Meet the Multi-Purpose Electric Cart: The Foundation of Indoor and Outdoor #Robots
— Ronald van Loon (@Ronald_vanLoon) 21 avril 2026
via @ZappyZappy7#EmergingTech #Technology #Innovation pic.twitter.com/SkZJxacc2PMeet the Multi-Purpose Electric Cart: The Foundation of Indoor and Outdoor #Robots
via @ZappyZappy7 #EmergingTech #Technology #Innovation -
AI and Machine Learning Enhance Supply Chain Traceability
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Leverage #AI for Enhanced Traceability and Transparency in the #SupplyChain
by @antgrasso #Logistics #MachineLearning #ArtificialIntelligence #ML #DL -
Active Exoskeletons Enhance Industrial Worker Safety and Strength
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exoIQ Active Exoskeletons: Boosting Worker Strength and Safety in Industrial Environments
— Ronald van Loon (@Ronald_vanLoon) 21 avril 2026
via @WevolverApp
#Innovation #Technology #Engineering pic.twitter.com/4pYBcYPZhLexoIQ Active Exoskeletons: Boosting Worker Strength and Safety in Industrial Environments
via @WevolverApp #Innovation #Technology #Engineering