The Toad Report #2
🌐ActivityPub
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A mathematical certification for positivity conditions in Neural Networks with applications to partial monotonicity and Trustworthy AI
arxiv.org·3d
🧮SMT Solvers
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Mind the Gaps: Auditing and Reducing Group Inequity in Large-Scale Mobility Prediction
arxiv.org·46m
👁️Observability
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Decoding Autonomy: When AI Learns to Speak for Itself by Arvind Sundararajan
📚Automata Learning
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A toy model of corrigibility
lesswrong.com·11h
⏰Timed Automata
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Visual Backdoor Attacks on MLLM Embodied Decision Making via Contrastive Trigger Learning
arxiv.org·46m
🎮Verification Games
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PORTool: Tool-Use LLM Training with Rewarded Tree
arxiv.org·3d
🧩Parser Combinators
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AD-SAM: Fine-Tuning the Segment Anything Vision Foundation Model for Autonomous Driving Perception
arxiv.org·46m
🔲Cellular Automata
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Beyond Visualization: Building Decision Intelligence Through Iterative Dashboard Refinement
arxiv.org·46m
👁️System Observability
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Byzantine Attacks in RIS-Enhanced Cooperative Spectrum Sensing: A Decision Fusion Perspective
arxiv.org·46m
👁️Observability
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AstuteRAG-FQA: Task-Aware Retrieval-Augmented Generation Framework for Proprietary Data Challenges in Financial Question Answering
arxiv.org·46m
🧩Parser Combinators
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Graph RAG vs SQL RAG
towardsdatascience.com·1d
🧠Automated Reasoning
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Unleash Code Power: Graph-Based AI for Smarter Code Generation by Arvind Sundararajan
🤖Program Synthesis
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Automated Assessment of Scientific Grant Proposals via Hyperdimensional Semantic Analysis
✓Automated Theorem Proving
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