Researchers discover three factors that make AI agents significantly smarter
the-decoder.com·2d
🧠Intelligence Compression
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Beyond Benchmarks: Testing Open-Source LLMs in Multi-Agent Workflows
blog.scottlogic.com·14h
⚡Performance Mythology
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PMPP-Eval Journey
blog.sinatras.dev·6h·
Discuss: Hacker News
🔍Concolic Testing
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Building Better Software: Why Workflows Beat Code Every Time • Ben Smith & James Beswick • GOTO 2025
youtube.com·1h
🔄Reproducible Builds
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Meta-Learning for Cross-Task Generalization in Protein Mutation Property Prediction
arxiv.org·10h
🦀Rust Macros
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Excision Score: Evaluating Edits with Surgical Precision
arxiv.org·10h
⛏️File Carving
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Interpretable Next-token Prediction via the Generalized Induction Head
arxiv.org·10h
🧮Kolmogorov Complexity
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Exploring Spiking Neural Networks for Binary Classification in Multivariate Time Series at the Edge
arxiv.org·10h
🧠Machine Learning
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Beyond Black Boxes: Building AI That Explains Itself
dev.to·1h·
Discuss: DEV
🤖AI Curation
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Trust-Aware Assistance Seeking in Human-Supervised Autonomy
arxiv.org·10h
🎯Content Recommendation
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Beyond Grep and Vectors: Reimagining Code Retrieval for AI Agents
dev.to·54m·
Discuss: DEV
⚡Proof Automation
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Time-Evolving Dynamical System for Learning Latent Representations of Mouse Visual Neural Activity
arxiv.org·10h
🧠Learned Codecs
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Reasoning's Razor: Reasoning Improves Accuracy but Can Hurt Recall at Critical Operating Points in Safety and Hallucination Detection
arxiv.org·10h
🔬Logic in Computer Science
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Efficient Exploration of Chemical Kinetics
arxiv.org·10h
⚛️Information Physics
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PanicToCalm: A Proactive Counseling Agent for Panic Attacks
arxiv.org·10h
🎯Threat Hunting
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Automated Socioeconomic Vulnerability Indexing via Hyperdimensional Semantic Analysis
dev.to·1d·
Discuss: DEV
📥Feed Aggregation
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Bounded-confidence opinion models with random-time interactions
arxiv.org·10h
🧮Kolmogorov Bounds
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Automated Geochemical Modeling for Scaled Geothermal Reservoir Simulation
dev.to·1d·
Discuss: DEV
⚡Incremental Computation
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Calibrating Multimodal Consensus for Emotion Recognition
arxiv.org·3d
📊Learned Metrics
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Automated Anomaly Detection & Predictive Maintenance in Southwestern National Lab’s Cryogenic Systems
dev.to·2d·
Discuss: DEV
📊Homelab Monitoring
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