Beyond Benchmarks: Testing Open-Source LLMs in Multi-Agent Workflows
blog.scottlogic.com·2d
⚡Performance Mythology
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Modern Perfect Hashing
🧪Binary Fuzzing
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The New Calculus of AI-Based Coding
🔄Reproducible Builds
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The Trojan Example: Jailbreaking LLMs through Template Filling and Unsafety Reasoning
arxiv.org·2d
🌐NetworkProtocols
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Think before Recommendation: Autonomous Reasoning-enhanced Recommender
arxiv.org·1d
🎯Content Recommendation
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Exploring Semantic-constrained Adversarial Example with Instruction Uncertainty Reduction
arxiv.org·1d
⚔️Lean Tactics
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The Shift to Synthetic Data Markets: How to Prepare Your C# Applications for 2026
⚡Proof Automation
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PaTaRM: Bridging Pairwise and Pointwise Signals via Preference-Aware Task-Adaptive Reward Modeling
arxiv.org·4h
🔲Cellular Automata
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Inferring Group Intent as a Cooperative Game. An NLP-based Framework for Trajectory Analysis using Graph Transformer Neural Network
arxiv.org·4h
🔲Cellular Automata
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EthVault: A Secure and Resource-Conscious FPGA-Based Ethereum Cold Wallet
arxiv.org·4h
🌊Stream Ciphers
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Emotion-Coherent Reasoning for Multimodal LLMs via Emotional Rationale Verifier
arxiv.org·1d
🎯Dependent Parsing
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Recognizing internal states in AI: evidence from patterned preferences in large language models
arxiv.org·1d
🤖Automated Parsing
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A Comparison of Conversational Models and Humans in Answering Technical Questions: the Firefox Case
arxiv.org·1d
💻Programming languages
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MCP Gateway and Registry: Enterprise-Grade Tool Governance for AI Agents
🏠Homelab Orchestration
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Reasoning Visual Language Model for Chest X-Ray Analysis
arxiv.org·4h
🏺Computational Archaeology
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Automated Cluster Resource Orchestration via Predictive Load Balancing and Reinforcement Learning
👁️Observatory Systems
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Cross-Paradigm Graph Backdoor Attacks with Promptable Subgraph Triggers
arxiv.org·1d
🌐BGP Security
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Code-enabled language models can outperform reasoning models on diverse tasks
arxiv.org·2d
🧠Intelligence Compression
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