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Robots Learn to Critique Themselves, Improving Social Skills

23.03.2026 by ebaster

This framework generates robot social behaviors by parsing morphology, planning actions, translating them into joint commands, and iteratively refining performance through evaluation with a vision-language model critic.

New research demonstrates a system allowing robots to independently assess and refine their behavior, leading to more natural and effective human interactions.

Categories Science

AI Agents Unlock New Insights from the Biology of Ageing

23.03.2026 by ebaster

A hierarchical feature selection pipeline facilitates the discovery of Gene Ontology terms, systematically refining complex biological data to reveal meaningful relationships between genes and their functions.

A novel framework leveraging artificial intelligence and gene ontology is demonstrating a powerful new approach to understanding the complex mechanisms behind ageing.

Categories Science

Designing Robots That Bend to Your Will

23.03.2026 by ebaster

A system iteratively refines actuator designs through high-fidelity simulation and the construction of compact surrogate models - polynomial fits or small neural networks - ultimately yielding meta-models that map design parameters to these surrogates, enabling rapid, task-driven optimization within probabilistic robotics frameworks.

A new approach combines advanced simulation and optimization to rapidly create soft robots tailored to specific tasks.

Categories Science

Beyond Prediction: AI That Can Actually *Do* Science

23.03.2026 by ebaster

The progression from prediction-centric artificial intelligence in science to embodied science reframes discovery as a closed-loop system-integrating perception, language, action, and discovery (PLAD)-that enables autonomous, long-horizon experimentation and internalizes outcomes as scientific insight, moving beyond human-orchestrated workflows reliant on loosely coupled stages and task-specific models.

A new vision for artificial intelligence moves beyond data analysis to enable autonomous scientific exploration through embodied agents that perceive, act, and discover.

Categories Science

Agents That See and Understand: Navigating the World with Language

23.03.2026 by ebaster

The system demonstrates emergent behavior through the coordinated actions of multiple agents operating within the GoalVLM framework, suggesting that complex functionalities arise not from centralized design, but from decentralized interaction-a precarious equilibrium where unforeseen consequences are inevitable.

A new multi-agent system uses the power of vision-language models to achieve open-vocabulary object-goal navigation without task-specific training.

Categories Science

Words Matter: How Speech Transcription Quality Impacts Alzheimer’s Detection

23.03.2026 by ebaster

An automated pipeline transforms audio recordings into diagnostic indicators of Alzheimer’s disease by first transcribing speech using Whisper ASR, then converting the transcripts into TF-IDF features, classifying these features with linear models, and finally validating performance through repeated cross-validation and statistical testing.

A new study reveals that improving the accuracy of converting speech to text can dramatically boost the performance of algorithms designed to identify early signs of Alzheimer’s disease.

Categories Science

Simulating the City: A New Approach to Traffic Flow

23.03.2026 by ebaster

The system models multi-actor interactions within a simulated traffic environment, recursively unrolling trajectories by encoding actor states and their neighbors into interaction-aware spatial embeddings, then refining these embeddings through temporal attention to parameterize a Gaussian distribution from which subsequent states are sampled, effectively creating a closed-loop predictive model of dynamic systems where state decays into probabilistic futures [latex]HH[/latex] timesteps ahead.

Researchers are leveraging generative models to create more realistic and safer simulations of complex traffic intersections.

Categories Science

The Illusion of Personality in AI

22.03.2026 by ebaster

Despite increasingly human-like interactions, attributing personality traits to large language models is a flawed premise, but a revealing analytical tool.

Categories Science

The Persona Paradox: Balancing Alignment and Accuracy in Large Language Models

22.03.2026 by ebaster

The research introduces PRISM, a five-stage training pipeline designed to overcome the limitations of both on-the-fly expert persona selection-which incurs high computational costs and doesn’t guarantee performance gains-and supervised finetuning-which suffers from scarce expert data and potential degradation of the base model-by leveraging query generation conditioned on personas, self-verification for data distillation, intent-based routing to dynamically activate personas, and LoRA-based self-distillation to internalize nuanced behavioral patterns.

New research reveals that while imbuing AI with expert personalities can improve how well it follows instructions, it often comes at the cost of factual recall.

Categories Science

Modeling Life’s Networks: A New Tool for Biochemical Systems

22.03.2026 by ebaster

A dynamic simulation of a feedback-inhibited linear pathway demonstrates that pulsed inputs of [latex]X_1[/latex] drive production of [latex]X_4[/latex] and [latex]X_5[/latex], with feedback inhibition limiting upstream accumulation of [latex]X_1[/latex] during pulses due to [latex]X_4[/latex] suppressing the initial reaction rate.

Researchers have developed a Julia package to simplify the construction, simulation, and analysis of complex biochemical networks using a powerful mathematical framework.

Categories Science
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