🧠 Learned Indexes

ML-assisted Data Structures, Neural Networks, B-tree Replacement, Database Optimization

How the Growth of AI May Drive a Fundamental Step-Change in the Domain Name Landscape
circleid.com·1d
📡DNS Archaeology
Tiny AI model outperforms o3‑mini and Gemini 2.5 Pro in ARC‑AGI benchmark
the-decoder.com·1d
🧠Intelligence Compression
Show HN: Using an LLM to sensibly sort a shopping receipt
treblig.org·1d·
Discuss: Hacker News
🔗Constraint Handling
Can AI Co-Design Distributed Systems? Scaling from 1 GPU to 1k
harvard-edge.github.io·2h·
Discuss: Hacker News
🎯Performance Proofs
microsoft/UserLM-8b - “Unlike typical LLMs that are trained to play the role of the 'assistant' in conversation, we trained UserLM-8b to simulate the 'user' rol...
huggingface.co·1d·
Discuss: DEV, Hacker News, r/LocalLLaMA
🎙️Whisper
GPT-5 for AI-assisted discovery
johndcook.com·10h·
Discuss: Hacker News
🎯Performance Proofs
The Porcelain to Come
stackdiver.com·2h·
Discuss: Hacker News
🔲Cellular Automata
Activation Alchemist: Sculpting Stability with Functional Signatures
dev.to·4h·
Discuss: DEV
🔍Concolic Testing
🧠 The Simplest Neural Network That Actually Works
dev.to·2h·
Discuss: DEV
🧠Machine Learning
Automated Spectral Anomaly Detection via Hyperdimensional Pattern Mapping in Transient Absorption Spectroscopy
dev.to·1d·
Discuss: DEV
🌈Spectroscopy
Evolutionary Profiles for Protein Fitness Prediction
arxiv.org·1d
🧮Kolmogorov Complexity
ACE: Attribution-Controlled Knowledge Editing for Multi-hop Factual Recall
arxiv.org·20h
✨Effect Handlers
AI Renaissance: Bridging the Gap Between Intuition and Logic
dev.to·14h·
Discuss: DEV
🤖Paleographic AI
Automated Performance Appraisal System Calibration via Bayesian Hyperparameter Optimization
dev.to·1d·
Discuss: DEV
🧠Intelligence Compression
MARC: Memory-Augmented RL Token Compression for Efficient Video Understanding
arxiv.org·20h
🧠Learned Codecs
DGTEN: A Robust Deep Gaussian based Graph Neural Network for Dynamic Trust Evaluation with Uncertainty-Quantification Support
arxiv.org·20h
🕸️Graph Embeddings
🐼 Pandas DataFrame Selection, Filtering & Cleaning — Hands-on Practice.
dev.to·5h·
Discuss: DEV
📐Linear Algebra
Quantifying the Accuracy-Interpretability Trade-Off in Concept-Based Sidechannel Models
arxiv.org·2d
🧠Machine Learning
GNN Predictions: Hidden Bugs and the Verification Nightmare by Arvind Sundararajan
dev.to·2h·
Discuss: DEV
⚙️Proof Engineering
Real-Time Adaptive Sparsity Optimization for Edge-Deployed AI Inference Accelerators
dev.to·14h·
Discuss: DEV
🌊Streaming Compression