But the real shift isn’t just better models. It’s better data. Joe Constantine made a point I fully agree with: The winners in AI won’t be the companies with the best AI engineers. They’ll be the ones with: → Real-time data
→ Trusted data
→ Direct access to network state
MARKET TRENDS
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Data Quality Over AI Engineering: The Real Competitive Advantage
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Most people don’t know what to do with AI
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This is a compelling analogy and vision. “Here's the thing nobody building with AI wants to admit: most people have no idea what to do with AI. “Because every AI product on the market asks them, asks you, to do the work. You have to realize you have a problem AI can solve.
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Martin Ford releases updated 2026 edition of Rise of the Robots
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An updated edition of my book focusing on job losses from #AI will be available on June 2. Martin Ford (@MFordFuture) I'm pleased to announce that a new 2026 edition of my New York Times bestselling book, Rise of the Robots: Technology and the Threat of a Jobless Future, will be available on June 2. I have extensively updated the book to cover the latest advances in generative #AI and robotics and to examine the future economic and job market implications of the unfolding AI disruption. The book focuses on what we can do as individuals, and as a society, to successfully navigate the looming transition into the age of AI. You can pre-order from the link in the reply. @BasicBooks #RiseoftheRobots — https://nitter.net/MFordFuture/status/2031427386793930895#m
→ View original post on X — @mfordfuture, 2026-03-26 15:50 UTC
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Google Launches Gemini 3.1 Flash Live: New Realtime AI Model
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Google just launched Gemini 3.1 Flash Live, a new realtime model built for voice and vision agents. After a year of work on model quality, infrastructure, and UX, they're calling it a step-function improvement in quality, reliability, and latency. The race to build the best
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China’s Autonomous L4 Delivery Vehicles Achieve Massive Scale Growth
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China’s Streets Go #Autonomous: L4 Delivery Vehicles Hit Massive Scale and Rapid Growth
— Ronald van Loon (@Ronald_vanLoon) 26 mars 2026
by @blueskykites#Robotics #EmergingTech #Innovation #Technology pic.twitter.com/9bwFcv6o6WChina’s Streets Go #Autonomous: L4 Delivery Vehicles Hit Massive Scale and Rapid Growth
by @blueskykites #Robotics #EmergingTech #Innovation #Technology -

Voxtral TTS Outperforms ElevenLabs in Custom Voice Tests
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State-of-the-art performance. In zero-shot custom voice tests, Voxtral TTS outperformed ElevenLabs v2.5 Flash – judged by native speakers for naturalness, accent accuracy, and similarity to the original voice. [Translated from EN to English]
→ View original post on X — @mistralai, 2026-03-26 15:00 UTC
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OpenAI’s Product Strategy: Spud and Pre-training Focus
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Curious to see if spud lives up to the hype. OpenAI's been juggling a lot of (questionable) products lately (e.g. Sora, which might be a good idea but way too early to be fully adopted), focusing on a big pre-train push might be what they need to go back ahead.
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50% Token Reduction for AI Agents: Production Viability Questions
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50% token reduction for agents is huge if it holds up in real production workloads. I wonder how this generalizes beyond their benchmarks.
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Amazon acquires NYC humanoid startup; robotaxis expand operations
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Top stories in robotics today: – Amazon buys NYC-based humanoid startup
– Zoox robotaxis roll into Austin and Miami
– A wristband that can control robots
– New 911 drone aims to replace police choppers
– Quick hits on other robotic news -
NVIDIA Ships 1.5M Downloads While Chatbot Wars Dominate Discussion
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1.5M downloads in two weeks and nobody's talking about it is something. NVIDIA keeps shipping while everyone debates who has the best chatbot.