I will take that bet. Most cars in 10 years will be Robotaxis. Cars with steering wheels will be seen as obsolete.
AUTOMATION
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AI-Assisted Gmail Extraction With Iterative Prompt Refinement
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grabbing gmail is a pretty straight forward read process. i didn’t write the extraction prompt either actually… just asked the ai for a lot of stuff and went through a dozen test runs as i gave it feedback on mistakes i found
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AI Portfolio Monitoring Tool Integrates CRM Gmail and Notes
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introduced our new portfolio monitoring tool reads attio (crm), gmail, and granola notes, extracts data, and turns it into a timeline of quantitative and qualitative data points for each portfolio company
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Robotics Will Be Everywhere in Five Years
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Again check in 5 years from now. We will have robotics all around us https://t.co/93R1anPhCv
— AI (@DeepLearn007) 28 avril 2026Again check in 5 years from now. We will have robotics all around us
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Multi-Agent Systems: Dynamic Labor Markets Over Static Org Charts
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Pay attention to this one, AI devs. If you're building multi-agent systems, you're probably wiring static org charts. New research argues they should look more like a labor market. The paper introduces OneManCompany (OMC). Instead of fixed teams, it defines "Talents," portable
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German Bionic’s Apogee Active Suit Enhances Human Strength
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Apogee Active Suit: Human Strength Enhanced by German Bionic Intelligence
— Ronald van Loon (@Ronald_vanLoon) 27 avril 2026
by @germanbionic
#EmergingTech #Innovation #TechForGood #Technology pic.twitter.com/pTZILQFkkyApogee Active Suit: Human Strength Enhanced by German Bionic Intelligence
by @germanbionic #EmergingTech #Innovation #TechForGood #Technology -
Solar-Powered Adaptive Tidal Lane System Revolutionizes Traffic
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Solar-Powered Adaptive Tidal Lane System Revolutionizes Smart Traffic Flow
— Ronald van Loon (@Ronald_vanLoon) 27 avril 2026
by @x_viral_vibes#Innovation #EmergingTech #Technology pic.twitter.com/ccO5qubkoVSolar-Powered Adaptive Tidal Lane System Revolutionizes Smart Traffic Flow
by @x_viral_vibes #Innovation #EmergingTech #Technology -
AI data extraction with confidence scores and supply chain traceability
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It attaches a confidence score and source citation to every extracted data point. When AI suggests a parts order, supervisors see the original supplier certificate and chain of custody.
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Symphony: AI Orchestration Layer Connects Issues to Code Agents
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Symphony: a minimal orchestration layer for Codex It connects issue trackers like Linear to coding agents, so each task can spin up its own Codex session In a nutshell: open issue → assign agent → generate PR → human review
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Real-World AI Use Cases: Function Calling and Data Extraction
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Some real-word use cases from past year: function calling, data extraction, query rewriting, personal assistants, intent classification, complexity routing, data rephrasing, image captioning, object detection, live translation, etc. We actively work in this field at @liquidai
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