Science – Page 67

The Research Assistant of the Future: How Close Are We?

03.12.2025 by qfx

Agent performance was evaluated across the DeepResearch Bench (DRB) and a novel system, ourFinder, to assess capabilities in complex research tasks.

A new study dissects the capabilities of AI-powered research agents, revealing key limitations in their ability to synthesize information and conduct genuine inquiry.

Can AI Agents Actually Trade Crypto?

02.12.2025 by qfx

The CryptoBench dataset employs a rigorous, multi-stage verification process for question template creation, followed by a monthly pipeline that generates novel, solvable questions from this established pool-ensuring the benchmark remains both timely and mathematically sound.

New research reveals that while AI agents are adept at gathering cryptocurrency data, they fall short when it comes to the complex reasoning needed for expert-level financial analysis.

Decoding the Human Chess Player

02.12.2025 by qfx

The chess move prediction framework dynamically selects a model calibrated to a player’s skill level, ensuring accurate move anticipation despite the inherent complexity of the game.

New research leverages AI to predict moves not by calculating the best play, but by modeling the behavioral patterns of players at different skill levels.

Beyond the Buzzwords: AI Sentiment Analysis for Finance

02.12.2025 by qfx

The analysis of financial and social sentiment across diverse datasets - including FinancialPhraseBank, Financial Question Answering, Gold News Sentiment, Twitter Sentiment, and Chinese Sentiment - demonstrates a varied distribution of classes within each corpus, suggesting differing characteristics in the expression of sentiment across these platforms and languages.

New research shows that powerful language AI can accurately gauge financial sentiment, even with limited data, challenging traditional domain-specific approaches.

Beyond Textbooks: The Rise of AI-Powered Learning Materials

02.12.2025 by qfx

Podcast script generation, assessed through human evaluation across two academic papers, demonstrates the potential-and inherent limitations-of automated content creation as a means of disseminating complex research.

New research demonstrates the potential of advanced artificial intelligence to create diverse educational content, moving beyond traditional text-based approaches.

Smart Money: AI Models Tackle Financial Text Classification

02.12.2025 by qfx

New research demonstrates significant performance gains in understanding financial data by leveraging advanced techniques to fine-tune large language models.

Predicting Power Costs: A Clearer View with Machine Learning

02.12.2025 by qfx

Electricity price prediction necessitates a carefully orchestrated data preprocessing pipeline, transforming raw inputs into a refined format suitable for modeling the complex dynamics of energy markets and ultimately forecasting future costs.

New research demonstrates how machine learning models can accurately forecast electricity prices, and importantly, reveal why those predictions are made.

Trading Smarter: AI Unlocks Options Wheel Strategy

02.12.2025 by qfx

A new approach combines the power of language models with rigorous statistical analysis to improve financial decision-making.

Quantum Leaps in Data Quality

02.12.2025 by qfx

The progression of quantum computing development demonstrates a competitive landscape among various vendors, each contributing to milestones across the field’s timeline.

As quantum computing matures, its potential to transform data quality – particularly in identifying anomalies – is becoming increasingly clear.

Listening for Whales: AI Amplifies Detection of Endangered Orcas

02.12.2025 by qfx

Synthetic vocalizations of Southern Resident Killer Whales ($SRKW$) were produced using three generative models-a Variational Autoencoder, a Generative Adversarial Network, and a Denoising Diffusion Probabilistic Model-demonstrating the potential to replicate complex bioacoustic patterns through algorithmic means.

New research harnesses the power of artificial intelligence to improve the detection of Southern Resident Killer Whale vocalizations in noisy ocean environments.