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When Disclosure Is Compulsory: Evaluating Ride-Hailing Rebalancing Policies with Self-Interested LLM Driver Agents

The EU Platform Work Directive, to be transposed by December 2026, requires ride-hailing platforms to state in plain language the main parameters of their automated decisions and how a worker's behaviour affects them. Such rules are exactly what a large language model (LLM) can read, so drivers will be able to let one decide for them. We compare two main families of rebalancing policy once their…

We haven't written up this one. arXiv cs.AI has the full story — the link below goes straight to it.

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Serval Raises $150M to Expand Enterprise AI Automation

Serval Raises $150M at $3B Valuation Serval has raised $150 million in Series C funding to expand its enterprise AI automation platform. Sequoia led the round at a $3 billion The post Serval Raises $150M to Expand Enterprise AI Automation appeared first on Ventureburn .

AI architecture startup Dream launches with $17M in funding

Dream Technologies Inc., a startup using artificial intelligence to generate building designs, launched today with $17 million in funding. Andreessen Horowitz led the seed round. It was joined by SV Angel, XYZ, Zigg Capital and several others. San Francisco-based Dream was founded last year by former Palantir Technologies Inc.

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