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🎯 Performance Proofs

Complexity Analysis, Algorithm Verification, Formal Bounds, Optimization Theory

Can large language models figure out the real world?
news.mit.edu·9h
🧮Kolmogorov Bounds
7 Steps to Mastering No Code Automation with n8n for Data Professionals
kdnuggets.com·17h
🌊Stream Processing
AGI Is an Engineering Problem
vincirufus.com·2d·
Discuss: Hacker News
🔲Cellular Automata
How I Make Claude Code Work for Me (Aug 2025)
craftingteams.substack.com·4h·
Discuss: Substack
🔩Systems Programming
Agri-Query: A Case Study on RAG vs. Long-Context LLMs for Cross-Lingual Technical Question Answering
arxiv.org·2h
⚙️Compression Benchmarking
An Efficient Recommendation Filtering-based Trust Model for Securing Internet of Things
arxiv.org·2h
🎯Content Recommendation
Benchmarking Class Activation Map Methods for Explainable Brain Hemorrhage Classification on Hemorica Dataset
arxiv.org·2h
🧠Machine Learning
Recurrent Transformer U-Net Surrogate for Flow Modeling and Data Assimilation in Subsurface Formations with Faults
arxiv.org·2h
⚡Incremental Computation
HiCL: Hippocampal-Inspired Continual Learning
arxiv.org·2h
🔲Cellular Automata
SSFO: Self-Supervised Faithfulness Optimization for Retrieval-Augmented Generation
arxiv.org·2h
🔗Monadic Parsing
MTalk-Bench: Evaluating Speech-to-Speech Models in Multi-Turn Dialogues via Arena-style and Rubrics Protocols
arxiv.org·2h
🎙️Whisper
A Novel Framework for Uncertainty Quantification via Proper Scores for Classification and Beyond
arxiv.org·2h
📊Learned Metrics
TabResFlow: A Normalizing Spline Flow Model for Probabilistic Univariate Tabular Regression
arxiv.org·2h
📊Count-Min Sketch
Language Models Coupled with Metacognition Can Outperform Reasoning Models
arxiv.org·2h
🧠Intelligence Compression
Don't Repeat Yourself, Coarse-Grained Circuit Deduplication to Accelerate Sim
danglingpointers.substack.com·3d·
Discuss: Substack
🖥️Game Emulation
Tractable Stochastic Hybrid Model Predictive Control using Gaussian Processes for Repetitive Tasks in Unseen Environments
arxiv.org·2h
⚡Incremental Computation
From Logic to Linear Algebra: How AI is Rewiring the Computer
dev.to·1d·
Discuss: DEV
⚡Homebrew CPUs
E-BayesSAM: Efficient Bayesian Adaptation of SAM with Self-Optimizing KAN-Based Interpretation for Uncertainty-Aware Ultrasonic Segmentation
arxiv.org·2h
🧠Machine Learning
First Place Solution to the MLCAS 2025 GWFSS Challenge: The Devil is in the Detail and Minority
arxiv.org·2h
🧮Kolmogorov Complexity
ChartMaster: Advancing Chart-to-Code Generation with Real-World Charts and Chart Similarity Reinforcement Learning
arxiv.org·2h
🧠Intelligence Compression
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