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Raquel Urtasun on Level-4 Autonomous Trucks

View original at spectrum.ieee.org
IEEE Spectrum - Technical Title: Raquel Urtasun on Level-4 Autonomous Trucks Date: 2026-03-13 13:01 Source: https://spectrum.ieee.org/level-4-autonomous-trucks <img src="https://spectrum.ieee.org/media-library/an-adult-white-woman-with-short-dark-hair-and-crossed-arms-leaning-her-back-against-the-door-of-a-semi-truck.j…
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  • Level 2+ passenger car systems are not verifiable black box architectures unsuitable for Level 4 autonomy

    60% confidence
  • Waabi's verifiable end-to-end AI enables driving on local streets with unprotected lefts, traffic lights, and tight turns all the way to end customer

    60% confidence
  • Waabi Driver is a shared brain that can scale across full range of vehicles, geographies and environments

    60% confidence
  • Waabi World is the only simulator where you can mathematically prove that testing in simulation is the same as driving in the real world

    60% confidence
  • Human error causes between 90 percent and 96 percent of accidents

    60% confidence
  • Autonomous haulers could be responsible for 15 percent of total U.S. trucking miles as early as 2030

    60% confidence
  • Global autonomous trucking business could be worth more than $600 billion per year by 2035

    60% confidence
  • There are 2 million deaths on the road globally per year

    60% confidence
  • Autonomous trucking adoption will create more jobs than removed

    60% confidence
  • Everybody who's a truck driver today and wants to retire as a truck driver will be able to do so

    60% confidence
  • Snowstorms still create a no-go zone for Waabi Driver

    60% confidence

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Uber Technologies · market reach70 countries

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AI Funding Surge: Capital Floods Fintech, Foundation Models, and Autonomous Systems
A concentrated burst of AI-linked funding on 2026-08-28 pushed well over $1.5B into companies spanning fraud/identity fintech (Socure, which also acquired Fravity), foundation models (Stability AI), AI agents and enterprise tooling (Instinct, Generalist AI, Emerald AI, Owner), and AI-adjacent autonomous/aerospace ventures (Gatik, Regent Craft). The breadth and simultaneity of these rounds signal that investor appetite for AI is not concentrated in a single vertical but is broadening into applied and infrastructure-adjacent domains, with consolidation (Socure-Fravity) beginning alongside fresh capital formation.
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EPKINLY Regulatory-Clinical Success Cascade
High probability of expanded label indications, additional combination approvals, and competitive positioning strength in follicular lymphoma market. Predicts positive commercial uptake and potential accelerated review for related indications.
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Morgan Stanley & Co. LLC
The same metric (eps) for the same entity (Morgan Stanley & Co. LLC) reported for the identical fiscal period (Q1 2026) and observation date (2026-03-31) has two conflicting values: 3.43 USD_per_share vs 3.08 USD. This is not a temporal change — both observations claim to measure the same point in time. The ~10% discrepancy (0.35 USD difference) is material for a financial metric.
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