Software Engineering Hacker News

Show HN: LIBR tracing with source ledger rows and byte-exact PDF verification

Introduction to LIBR, a tool for tracing with source ledger rows and byte-exact PDF verification.

AI/ML Hacker News

Show HN: Morph Reflexes – Multi-head classifiers for agent traces

Presentation of Morph Reflexes, which utilizes multi-head classifiers for analyzing agent traces in AI.

Tech Business/VC TechCrunch

Cloudflare’s new policy pushes AI companies to pay for publishers’ content

Cloudflare introduces a policy requiring AI companies to separate search crawlers from AI training crawlers to avoid being blocked by publishers.

AI/ML arXiv cs.AI

Beyond But-for Test: Counterfactual Explanation in Abstract Argumentation via Actual Causality (Extended Version)

Research proposing an intervention-based counterfactual reasoning framework to improve explanations in abstract argumentation.

AI/ML arXiv cs.AI

When Reranking Hurts: Uncertainty-Based Gating for Few-Shot Reranking

A paper introducing Training-Free Gated Reranking, which uses model uncertainty to decide if reranking few-shot examples is necessary, reducing cost and improving performance.

AI/ML arXiv cs.AI

Seeing Through Multiple Views: Parameter-Efficient Fine-Tuning via Selective Neurons for Consistent Radiology Report Generation

Introduction of View-PNDF, a parameter-efficient fine-tuning framework for consistent radiology report generation from multi-view X-ray images.

Other Hacker News

Because It Speaks in Words

A Hacker News discussion thread titled 'Because It Speaks in Words'.

Software Engineering Hacker News

Show HN: Pglayers – PostgreSQL extensions as stackable Docker layers

Introduction of Pglayers, a tool that allows PostgreSQL extensions to be managed as stackable Docker layers.

Tech Business/VC The Verge

Krafton settles with Subnautica 2 developer after drawn-out dispute over $250 million

Krafton settled a legal dispute with its subsidiary Unknown Worlds Entertainment regarding $250 million in bonuses for Subnautica 2 developers.

Other The Verge

Xbox testing disc-to-digital feature that digitizes a physical game collection

Microsoft is reportedly testing a 'disc-to-digital' feature for Xbox to allow users to digitize their physical game libraries.

AI/ML arXiv cs.AI

OTCache: Optimal Transport for Geometry-Aware Caching in Diffusion Models

OTCache is a training-free framework that uses Optimal Transport to accelerate diffusion model sampling, achieving up to 4.7x speedup.

AI/ML arXiv cs.AI

LLM-Driven Personalities for Decision Making in Emergency Simulations

Research on using LLMs to drive decision-making and agent personalities (via OCEAN traits) in emergency evacuation simulations.

AI/ML arXiv cs.AI

Knowledge Distillation from Large Reasoning Models to Compact Student Models: A Case Study on the John O Bryan Mathematics Competition

A study on distilling reasoning capabilities from DeepSeek-R1 to Qwen2.5-7B using CoT training on mathematical competition problems.

AI/ML arXiv cs.AI

Learning Video Dynamics with Predictive Differentiable Rendering

Predictive Differentiable Rendering (PDR) and the PredGS adapter improve video prediction fidelity using 2D Gaussian representations.

AI/ML arXiv cs.AI

ADAPT: Attention Dynamics Alignment with Preference Tuning for Faithful MLLMs

ADAPT is a framework designed to reduce hallucinations in Multimodal LLMs by aligning attention dynamics using preference tuning.

Cybersecurity arXiv cs.AI

Triospect: A Three-Dimensional Framework for Robust Statistical AI-Generated Text Detection Against Diverse Attacks

Triospect is a statistical AI-generated text detection framework that is robust against various manipulation attacks.

Cybersecurity Hacker News

Apple 'Hide My Email' Vulnerability Reveals Peoples' Real Email Addresses

A vulnerability in Apple's 'Hide My Email' feature allows attackers to reveal the real email addresses of users.

Software Engineering Hacker News

Fixing a kubelet memory leak in Kubernetes 1.36

A detailed report on fixing a memory leak in the kubelet component of Kubernetes 1.36.

Software Engineering Hacker News

FFmpeg 9.1's new AAC encoder

FFmpeg 9.1 introduces a new AAC encoder, providing updated audio encoding capabilities.

Software Engineering Hacker News

Solid and Clean Code never felt solid or clean to me

A critical discussion on the subjective nature and perceived impracticality of 'Solid' and 'Clean Code' principles.