ML isn’t magic — it’s a workflow. 1. understand data 2. choose right algorithm 3. train 4. test 5. optimize 6. deploy + monitor + retrain The winners are the teams who run this loop consistently. #MachineLearning #AI #DataScience #MLops
AUTOMATION
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Autonomous Driving AI Safety and Performance Improvements Debate
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I totally disagree. You have zero experience with it. When you do you will see how wrong you are. It will save MANY lives for instance. But it is way way way way way smoother and better than you are at driving. Already. And it is improving.
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AI System Aggregates Daily News from 40000 X Posts
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My AI finds the news every day on all of X (reads 40,000 posts a day):
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Clawsweeper: AI Agent Automates Issue Triage at Scale
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Built clawsweeper, which runs 50 codex in parallel around the clock, scans issues/prs deep and closes what is already implemented or what makes no sense. Closed around 4000 issues today, a few thousand are in the pipeline. (rate limits are rough)
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Optimus, Robotaxis, Autonomous Trucks: 2036 Vision
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We have seven quarters of pain ahead. Good thing I am invested for another decade. By 2036 will there be more or fewer Optimus robots in the world? Will there be more or fewer Robotaxis in the world? Will there be more or fewer electric autonomous semi trucks in the world?
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Autonomous Robots to Be Manufactured and Delivered Without Human Intervention
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En el futuro los robots se fabricarán, se guardarán y llegarán a tu domicilio en un camión autónomo sin intervención humana. Esto reducirá su coste, de tal forma que los hará mucho más accesibles.
— Juan Merodio (@juanmerodio) 25 avril 2026
Cuánto tiempo crees que falta para que uno de estos entre en tu casa? pic.twitter.com/s6VfCcEKMBIn the future, robots will be manufactured, stored, and delivered to your home in an autonomous truck without human intervention. This will reduce their cost, making them much more accessible. How much time do you think it will take for one of these to enter your home?
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Tesla’s Autonomous Driving Capabilities Compared to Human Performance
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I did. I want to see the autonomy in tons of real world comparisons. It's not really possible. But I can tell you this. Tesla is WAY WAY WAY WAY better at driving than you are.
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AI that executes vs chatbots: the shift to agents
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Most companies are still celebrating chatbots that reply.
— Ronald van Loon (@Ronald_vanLoon) 25 avril 2026
The real breakthrough is AI that executes.
This shift from bots to agents is exactly what @KailyAi is betting on, and it changes how work actually gets done.
Here’s the breakdown ↓ pic.twitter.com/OhagkDv3CkMost companies are still celebrating chatbots that reply. The real breakthrough is AI that executes. This shift from bots to agents is exactly what @KailyAi is betting on, and it changes how work actually gets done. Here’s the breakdown ↓
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Agent IA builds aligned news website autonomously
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I "raised" an agent to build this: https://
alignednews.com/ai I could tell anyone how to do it. -

Visual Inspection Automation using Vision Transformers (ViTs)
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Visual Inspection #Automation with Vision Transformation (ViTs)
by @antgrasso #Innovation #EmergingTech #Technology #Tech
