#computational-intelligence News & Analysis

3 articles tagged with #computational-intelligence. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

3 articles

AINeutralarXiv – CS AI · Jun 255/10

🧠

EmotionAI: A Privacy-Preserving Computational Intelligence Pipeline for Speech-Emotion-Grounded Conversational Analysis

EmotionAI presents a locally-run computational pipeline that analyzes speech emotion recognition without uploading sensitive audio to cloud services, combining ASR, speaker diarization, and LLM reasoning. While the system achieves 48.8% accuracy on emotion classification—above random baselines but below traditional methods—it prioritizes privacy and auditability over state-of-the-art performance, running entirely on CPU with minimal latency.

AIBullisharXiv – CS AI · Mar 176/10

🧠

Computational Concept of the Psyche

Researchers propose a new computational concept for modeling the human psyche as an operating system for artificial general intelligence. The approach treats the psyche as a decision-making system that operates in a state space including needs, sensations, and actions to optimize goal achievement while minimizing risks.

AIBullisharXiv – CS AI · Mar 176/10

🧠

AutoEP: LLMs-Driven Automation of Hyperparameter Evolution for Metaheuristic Algorithms

Researchers introduce AutoEP, a framework that uses Large Language Models (LLMs) as zero-shot reasoning engines to automatically configure algorithm hyperparameters without requiring training. The system combines real-time landscape analysis with multi-LLM reasoning to outperform existing methods and enables open-source models like Qwen3-30B to match GPT-4's performance in optimization tasks.

🧠 GPT-4