✅ Lossless Bounds

Compression Limits, Perfect Reconstruction, Information Theory, Entropy Coding

Researchers Have Discovered a Way To Simulate the Universe – on a Laptop
scitechdaily.com·15h
🏺Computational Archaeology
Present Latency, DWM and Waitable Swapchains (2018)
jackmin.home.blog·7h·
Discuss: Hacker News
🖥️Modern Terminals
Zippers: Making Functional "Updates" Efficient (2010)
goodmath.org·18h·
Discuss: Hacker News, r/programming
🌳Incremental Parsing
The key to conversational speech recognition
datasciencecentral.com·11h
🎵Audio ML
Writing an LLM from scratch, part 21 – perplexed by perplexity
gilesthomas.com·2d·
Discuss: Hacker News
🧠Intelligence Compression
Show HN: Lore Engine – Turn 10-hour lectures into 2 hours of comprehensive notes
github.com·9h·
Discuss: Hacker News
📄Document Streaming
SliceMoE: Routing Embedding Slices Instead of Tokens for Fine-Grained and Balanced Transformer Scaling
arxiv.org·3d
🧮Kolmogorov Complexity
PRESCRIBE: Predicting Single-Cell Responses with Bayesian Estimation
arxiv.org·1h
🧠Machine Learning
Approximate Gaussianity Beyond Initialisation in Neural Networks
arxiv.org·2d
🕸️Tensor Networks
Unveiling the Power of Queues: A Journey into Data Structures and Algorithms
dev.to·19h·
Discuss: DEV
⚡Cache Theory
Can Speech LLMs Think while Listening?
arxiv.org·1h
🎙️Whisper
Contrastive-SDE: Guiding Stochastic Differential Equations with Contrastive Learning for Unpaired Image-to-Image Translation
arxiv.org·3d
⧗Information Bottleneck
Context Length Alone Hurts LLM Performance Despite Perfect Retrieval
arxiv.org·2d
🧮Kolmogorov Complexity
JEPAs Unveiled: How Your AI Implicitly Knows Your Data's Secrets
dev.to·1d·
Discuss: DEV
🔍Vector Forensics
Validation of Various Normalization Methods for Brain Tumor Segmentation: Can Federated Learning Overcome This Heterogeneity?
arxiv.org·1d
🧠Machine Learning
Stress-Testing Model Specs Reveals Character Differences among Language Models
arxiv.org·1h
📋Document Grammar
Enhanced SoC Design via Adaptive Topology Optimization with Reinforcement Learning
dev.to·2h·
Discuss: DEV
🧩RISC-V
POEM: Explore Unexplored Reliable Samples to Enhance Test-Time Adaptation
arxiv.org·3d
🧮Kolmogorov Complexity
Operationalizing Data Minimization for Privacy-Preserving LLM Prompting
arxiv.org·3d
💻Local LLMs
A Hierarchical Geometry-guided Transformer for Histological Subtyping of Primary Liver Cancer
arxiv.org·2d
🌀Hyperbolic Geometry