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The Longer They Talk, the Harder it Gets: Reasoning Limits of AI Web Agents

December 7, 2025 by BBG News

Task completion success rates demonstrably vary with context length, indicating a performance sensitivity to the amount of information considered.

New research explores how the ability of AI-powered web agents to solve complex tasks diminishes as the amount of information they must process increases.

Categories Science

Instant Insights: Bringing AI Pathology to Any Lab

December 7, 2025 by BBG News

A new software platform unlocks real-time computational pathology analysis on standard hardware, democratizing access to AI-powered diagnostics.

Categories Science

Packing Smarter: A New Benchmark for Robotic 3D Bin Packing

December 7, 2025 by BBG News

A novel benchmark assesses online three-dimensional bin-packing problems using data from real-world industrial applications and a physics-based simulation environment configured with three distinct settings and evaluated across four key performance metrics.

Researchers have developed a realistic simulation environment and dataset to rigorously evaluate algorithms that enable robots to efficiently pack three-dimensional spaces.

Categories Science

Orchestrating Robot Swarms: A New Control Framework

December 7, 2025 by BBG News

A system distributes control across a diverse robotic ensemble, parameterized by $ \beta $, effectively orchestrating collective behavior through shared command.

Researchers have developed a novel approach to managing large, diverse teams of robots operating within complex and constrained environments.

Categories Science

Navigating Justice: How AI Web Agents Are Expanding Legal Access

December 7, 2025 by BBG News

LegalWebAgent autonomously navigates a simulated website and completes form submissions, demonstrating an emergent capacity to interact with digital interfaces-a fragile choreography built upon a sandbox environment destined for inevitable disruption.

A new wave of AI-powered web agents is automating the process of gathering legal information, potentially bridging the access-to-justice gap for underserved populations.

Categories Science

Beyond Good Rewards: Cultivating Ethical AI

December 7, 2025 by BBG News

A system for ethical decision-making composes a non-negotiable safety layer with a context-aware policy selection between virtue-based ($V$) and utilitarian ($U$) approaches, ensuring hard constraints are met while dynamically balancing ethical considerations-a composition proven resilient even when facing shifts in collaborative dynamics or incentive structures.

A new perspective on ethical reinforcement learning proposes moving beyond rigid rules and reward functions to foster robust, adaptable moral dispositions in artificial agents.

Categories Science

AI Agents That Understand Your Privacy Boundaries

December 7, 2025 by BBG News

A personal agent navigating task completion on behalf of a user must assess the appropriateness of sharing user data with third parties, a judgment informed by a historical knowledge base of prior data-sharing decisions-effectively building a precedent-based reasoning system to manage evolving privacy expectations.

New research explores how to build personal AI assistants that respect individual preferences by reasoning about privacy implications.

Categories Science

The Cost of Convenience: Why AI Hints Might Hinder Deep Learning

December 7, 2025 by BBG News

The system probes a student’s evaluation of their own flawed code-specifically targeting the self-regulation of learning ($SRL$)-and then generates a targeted hint, the value of which the student immediately assesses, demonstrating an iterative cycle designed to expose and correct misconceptions.

New research reveals a surprising tension between student satisfaction and long-term learning when using AI-powered programming assistance.

Categories Science

From Roots to Art: Visualizing Polynomials in a New Light

December 7, 2025 by BBG News

A novel framework, Polynomiogram, bridges the gap between complex mathematical analysis and striking visual aesthetics.

Categories Science

Beyond Pixels: SAM3-I Understands What You Want to Segment

December 7, 2025 by BBG News

The proposed SAM3-I framework, detailed in Section 4, offers a comprehensive approach to the subject matter.

A new model extends the Segment Anything capabilities by directly interpreting natural language instructions, bridging the gap between vision and language for precise image segmentation.

Categories Science
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