Human-Machine Interaction

Cognitive Technology Team

Apr 1, 2025 · Artificial Intelligence

Four‑Second Bloodshed: How Autonomous Driving Algorithms Turned a Fatal Accident

A March 2025 crash involving a Xiaomi‑branded autonomous vehicle illustrates how a four‑second algorithmic decision loop, inadequate night‑vision sensors, flawed handover timing, and poor emergency‑exit design combined to create a lethal scenario that exposes the deadly risks of over‑relying on L2 driver‑assist systems.

AI SafetyHuman-Machine InteractionL2 driver assistance

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Four‑Second Bloodshed: How Autonomous Driving Algorithms Turned a Fatal Accident

AntTech

Sep 18, 2024 · Artificial Intelligence

2024 Inclusion·Bund Conference: Insights Forum on AI Era Creativity

The 2024 Inclusion·Bund Conference hosted a multidisciplinary forum on AI-era creativity, featuring scholars from Fudan University, East China Normal University, Tongji University, and iFlytek who presented reports on AI's impact on culture, ethics, and creative practice, followed by a round‑table on human‑AI symbiosis.

AIHuman-Machine Interactionart

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2024 Inclusion·Bund Conference: Insights Forum on AI Era Creativity

DataFunTalk

Oct 3, 2021 · Artificial Intelligence

Human‑Machine Coupling in Residential Services: AI‑Driven Quality Improvement at Beike

This article examines how Beike, a leading residential service platform, leverages human‑machine coupling across five AI integration levels to precisely characterize, control, and enhance service quality, using classification‑elevation‑allocation models, feedback‑based control, task scheduling optimization, and an intelligent training ground powered by a custom pre‑trained model.

AIHuman-Machine InteractionMachine Learning

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Human‑Machine Coupling in Residential Services: AI‑Driven Quality Improvement at Beike