Key Takeaways from the Safety Critical Track at Open Source Summit Europe 2025 – 2
elisa.tech·21h
🔄Language Evolution
Language Support for Marginalia Search
marginalia.nu·2d
🔍BitFunnel
Crafting a Full Exploit RCE from a Crash in Autodesk Revit RFA File Parsing
thezdi.com·4h
🧪Binary Fuzzing
The Legacy Code Survival Guide: Add Features Without Fear
understandlegacycode.com·1d
🔓Decompilation
Preventing Invalid Database Access at Compile Time
svix.com·1d·
Discuss: Hacker News, r/rust
🦀Rust Borrowing
You don't need an AI agent framework, or why frameworks are the new Juicero
konvu.com·21h·
Discuss: Hacker News
🔬Refinement Types
Show HN: Tilly – An Open Source Relationship Journal I Actually Use
github.com·5h·
Discuss: Hacker News
🚀Indie Hacking
Less Is More: Recursive Reasoning with Tiny Networks
github.com·3h·
Discuss: Hacker News
📊Quantization
Quantifying the Accuracy-Interpretability Trade-Off in Concept-Based Sidechannel Models
arxiv.org·14h
🧠Machine Learning
Taming Imperfect Process Verifiers: A Sampling Perspective on Backtracking
arxiv.org·2d
🧮Kolmogorov Complexity
P2P: A Poison-to-Poison Remedy for Reliable Backdoor Defense in LLMs
arxiv.org·1d
💻Local LLMs
Detecting Semantic Clones of Unseen Functionality
arxiv.org·1d
🔗Binary Similarity
LLMs as Policy-Agnostic Teammates: A Case Study in Human Proxy Design for Heterogeneous Agent Teams
arxiv.org·14h
🔲Cellular Automata
Context Length Alone Hurts LLM Performance Despite Perfect Retrieval
arxiv.org·14h
🧮Kolmogorov Complexity
Python + EVM without the paper cuts: a senior playbook for fast, correct, and scalable reads
dev.to·1d·
Discuss: DEV
🌐NetworkProtocols
Declarative Partial Updates Proposal
github.com·1d·
Discuss: Hacker News
🎬WebCodecs
Integrating Ollama with Python: REST API and Python Client Examples
dev.to·10h·
Discuss: DEV
🎙️Whisper
Language, Culture, and Ideology: Personalizing Offensiveness Detection in Political Tweets with Reasoning LLMs
arxiv.org·2d
📊Feed Optimization
Harmonizing AI Voices: Bridging the Gap in Intelligent Communication
dev.to·16h·
Discuss: DEV
🎙️Whisper
Cactus Language • Semantics 1
inquiryintoinquiry.com·2d
🔢Denotational Semantics