Here's the breakthrough nobody expected: They introduced IPA (Interaction-Perceptive Agentic Policy Optimization) that assigns credit at the CHUNK level, not token level. Tokens are too fine. Trajectories are too coarse. Chunks align with actual tool-use semantics.
MACHINE LEARNING
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Building the ecosystem before the model
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They didn't just train a model. They built the ENTIRE ecosystem first. → ROLL: RL training framework
→ ROCK: Sandboxed execution engine
→ iFlow CLI: Agent orchestration system ROME wasn't built in a day. The infrastructure came first. The model came last. -
Wayve’s 2025: Global Expansion and Commercial Breakthroughs in Autonomous Driving
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2025 was a defining year for Wayve.
— Alex Kendall (@alexgkendall) 31 décembre 2025
We founded Wayve on the belief that embodied intelligence would unlock autonomy at scale. After eight years of pioneering deep tech research, this year marked a true inflection where Wayve became global and commercial.
Wayve went global 🌍
*… pic.twitter.com/cbCi5M2uoh2025 was a defining year for Wayve. We founded Wayve on the belief that embodied intelligence would unlock autonomy at scale. After eight years of pioneering deep tech research, this year marked a true inflection where Wayve became global and commercial. Wayve went global 🌍 * A year ago we were just driving in central London. In 2025 we drove autonomously in 500+ cities across Europe, Asia, and North America — 43% with zero prior training data, showcasing the generalisation of AV2.0 * Expanded operations across London, Silicon Valley, Tokyo, Vancouver, Tel Aviv, and Stuttgart, welcoming exceptional talent and partnering with the world’s leading automotive manufacturers Wayve went commercial 🚗 * Started work with global fleets and automakers to deploy our AI Driver in applications across all levels L1–L5 autonomy * Announced a landmark deal with Nissan, one of the largest global automakers, to bring our AI Driver to their global consumer vehicles from FY2027 * Partnered with Uber to launch robotaxis on their marketplace in cities around the world, starting in London Grateful to our team, investors, and partners for making this possible. Bring on 2026!
→ View original post on X — @ryan_browne_, 2025-12-31 23:57 UTC
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Exponential AI Growth Will Dominate Next Decade
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Once again people don't understand the exponentials. In 10 years time there will be nothing but epoch plots
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Tesla FSD V14.2 Completes First Fully Autonomous Coast-to-Coast Drive
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The first 100% autonomous coast-to-coast drive on Tesla FSD V14.2! 2 days 20 hours, 2732 miles, zero interventions. This one is special because the coast-to-coast drive was a major goal for the autopilot team from the start. A lot of hours were spent in marathon clip review
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Evaluating Parameter Efficient Methods for RLVR
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Evaluating Parameter Efficient Methods for RLVR
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UltraShape 1.0: High-Fidelity 3D Shape Generation via Geometric Refinement
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UltraShape 1.0 High-Fidelity 3D Shape Generation via Scalable Geometric Refinement
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Step-by-Step App Development with Claude
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Step 8: Let Claude build it for you Take your idea. Write a simple PRD (product requirements doc). Prompt: "My idea: [IDEA]. Turn my idea into a detailed technical specification with features, user flows, and architecture." Then: "Build this application step by step." Claude
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Waymo predicts bicycle rider; AI predicting your next move in newsletter
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A @waymo predicts the future. It predicts where that bicycle rider will be in a few seconds, then makes its plan accordingly. What if you had an AI that could predict your next move? That's the topic @IrenaCronin and I wrote about in our newsletter this week. Personal time
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2025 AI and Scientific Breakthroughs: Year in Review
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To celebrate the close of 2025, we published a look back at some of the breakthroughs, products, and scientific milestones that defined this year as one of relentless progress. Here are 3 examples (+ find even more in the link below): 1. Advancements in science and mathematics