hackernews

1. Fire destroys S. Korean government’s cloud storage system, no backups available Total comment counts : 24 Summary A fire at the National Information Resources Service (NIRS) data center in Daejeon damaged equipment, prompting a major disruption to online government services. Officials report slow but partial recovery: over 55% of top-priority systems back online, but only 17.3% of online services restored, with restoration hampered by the shutdown of the national database command center....

1. ProofOfThought: LLM-based reasoning using Z3 theorem proving Total comment counts : 10 Summary The article outlines a neurosymbolic reasoning system that combines LLM-based reasoning with the Z3 theorem prover to achieve robust, interpretable results. It uses a two-layer architecture, recommending a high-level API for most users while offering extensive examples (including Azure OpenAI support). It references the paper “Proof of Thought: Neurosymbolic Program Synthesis Allows Robust and Interpretable Reasoning” from NeurIPS 2024 Sys2Reasoning Workshop, and emphasizes attention to user feedback and documentation....

1. PEP 810 – Explicit lazy imports Total comment counts : 24 Summary The proposal adds explicit syntax for lazy imports in Python, deferring module loading until the first use of the imported name. Normal imports remain eager, maintaining backward compatibility. Benefits include faster startup, lower memory use, and reduced unnecessary work, especially for CLI tools and large dependency graphs. The approach is local, explicit, controlled, and granular: only the marked import is lazy, binding is created immediately, and loading occurs on first access....

1. Signal Protocol and Post-Quantum Ratchets Total comment counts : 18 Summary Graeme Connell and Rolfe Schmidt announce Sparse Post Quantum Ratchet (SPQR), a new post-quantum ratchet for the Signal Protocol that strengthens quantum resistance while preserving forward secrecy (FS) and post-compromise security (PCS). SPQR, used with Signal’s existing Double Ratchet as the Triple Ratchet, improves protection against harvest-now-decrypt-later attacks. For users, nothing changes and conversations will automatically transition to the updated protocol....

1. OpenTSLM: Language models that understand time series Total comment counts : 15 Summary Time-Series Language Models (TSLMs) are framed as a new AI modality that treats time-series data—heartbeats, price ticks, logs, and sensor streams—as a native input alongside text, enabling natural-language reasoning, explanations, and forecasting. The article claims order-of-magnitude gains in temporal reasoning on smaller, faster backbones. OpenTSLM releases lightweight, public-data base models; Frontier TSLMs offer enterprise-grade, proprietary models. The goal is a universal temporal interface linking real-world signals to decisions and autonomous agents, powering healthcare, robotics, and infrastructure....

1. Inflammation now predicts heart disease more strongly than cholesterol Total comment counts : 5 Summary Chronic inflammation doubles heart-disease risk, and the ACC now designates hs-CRP as a SMuRF-like standard risk factor. The ACC recommends universal hs-CRP testing in both primary and secondary prevention, alongside cholesterol measures. Evidence suggests hs-CRP is a stronger predictor than LDL, especially in statin-treated or “SMuRF-less” patients where inflammation persists despite controlled cholesterol. Other markers add no extra predictive value once hs-CRP is known....

1. Claude Sonnet 4.5 Total comment counts : 61 Summary Claude Sonnet 4.5 is presented as the world’s best coding model and a top option for building complex agents and reasoning with computers. It debuts major upgrades: Claude Code adds checkpoints, refreshed terminal, a native VS Code extension, a new context-editing feature, and a memory tool; Claude apps enable code execution and file creation in-chat; and Claude for Chrome is available to Max users on the waitlist....

1. Privacy Badger is a free browser extension made by EFF to stop spying Total comment counts : 9 Summary Privacy Badger is an Electronic Frontier Foundation browser extension that blocks third-party trackers across sites, not general ads. It automatically blocks advertisers who track you across multiple sites. Unlike traditional blockers, it uses an algorithmic definition of tracking and learns from behavior if trackers ignore Do Not Track and Global Privacy Control signals....

1. A WebGL game where you deliver messages on a tiny planet Total comment counts : 49 Summary error Overall Comments Summary Main point: A browser-based game with stunning visuals and atmosphere that emphasizes exploration and nonverbal multiplayer delivery, attracting broad praise and curiosity. Concern: Concerns include clumsy controls and camera behavior, unclear delivery objectives, and a missing or weak tutorial that could hinder new players. Perspectives: Opinions range from awe at the art, performance, and potential, to practical critiques about controls, onboarding, and curiosity about the development tools and engine....

1. SimpleFold: Folding proteins is simpler than you think Total comment counts : 19 Summary SimpleFold is a flow-matching-based protein folding model that uses only general transformer layers, avoiding expensive modules like triangle attention or pair biases. Trained with a generative flow-matching objective, it scales to 3B parameters and learns from over 8.6 million distilled structures plus experimental PDB data, making it the largest-scale folding model to date. It achieves competitive performance on standard benchmarks and strong ensemble predictions, challenging the idea that domain-specific architectures are required....