📊 Format Entropy

Information Content, File Structure Analysis, Compression Bounds, Data Organization

NEWS ROUNDUP – 10th October 2025
digitalforensicsmagazine.com·1d
🚨Incident Response
Data Hoarder Uses AI to Create Searchable Database of Epstein Files
404media.co·2d
🌐WARC Forensics
Progress being made in porting AMD OpenSIL Turin PoC to Coreboot in a Gigabyte MZ33-AR1
blog.3mdeb.com·1d·
Discuss: Hacker News, r/hardware
🖥️Terminal Renaissance
Can an LLM Be a Black-Box Optimizer?
posgeo.wordpress.com·22h·
Discuss: Hacker News
🧮Kolmogorov Bounds
Hacking a Game Boy Emulator to Output MIDI to Multiple Hardware Synths
dr-schlange.github.io·9h·
Discuss: Hacker News
🎮Gameboy Emulation
Doing Math with Embeddings for Better AI Ad Targeting
ethicalads.io·3d·
Discuss: Hacker News
📊Feed Optimization
LoRA Explained: Faster, More Efficient Fine-Tuning with Docker
docker.com·2d
💻Local LLMs
Cold Calculation
kae3g.codeberg.page·12h·
Discuss: Hacker News
⚡Incremental Computation
Dealing with Eventual Consistency and Idempotency in projections
event-driven.io·22h·
Discuss: r/programming
🌊Stream Processing
Customizing text content moderation with Amazon Nova
aws.amazon.com·2d
📊Feed Optimization
I analyzed 70 Data Breaches. Three controls would have stopped 65% of them
securityblueprints.io·2d·
Discuss: Hacker News
🔐Capability Systems
SatFusion: A Unified Framework for Enhancing Satellite IoT Images via Multi-Temporal and Multi-Source Data Fusion
arxiv.org·2d
📡RSS Extensions
How Machine Learning is Reshaping Financial Markets
dev.to·22h·
Discuss: DEV
🧠Machine Learning
Beginner to NAS...Build Advice?
preview.redd.it·4d·
Discuss: r/homelab
🦀Rusty Databases
Stress-Testing Model Specs Reveals Character Differences among Language Models
arxiv.org·2d
📋Document Grammar
The Complete Guide to Building High-Quality Backlinks in 2025
dev.to·1d·
Discuss: DEV
🧭Content Discovery
Building Self-Correcting Database Agents with Meta's Llama-4-Scout: From Natural Language to SQL Insights
dev.to·2d·
Discuss: DEV
🗄️Database Internals
Automated Microfluidic Enrichment & Quantification of Exosomal ctDNA via Hybrid-Optic Nanoparticle Resonance Mapping
dev.to·1d·
Discuss: DEV
📄Document Digitization
On Convex Functions of Gaussian Variables
arxiv.org·3d
📐Compression Mathematics
Build-less manga scanlation workflow: vertical OCR, translation, and layout-preserving typesetting in the browser
dev.to·1d·
Discuss: DEV
🇯🇵Japanese Computing