AI/ML arXiv cs.AI

DAUPNet: Domain-Aware Uncertainty Modeling for Reliable Prototype Discrimination in Cross-Domain Few-Shot Semantic Segmentation

DAUPNet is proposed as a framework for cross-domain few-shot semantic segmentation that uses uncertainty-aware prototype discrimination to handle domain shifts.

AI/ML arXiv cs.AI

Seeing What Is Actually There: PriVE-Bench and PriVE-Tools for Counterfactual Evaluation of Agentic Visual Evidence in VLMs

PriVE-Bench and PriVE-Tools are introduced to evaluate and improve the grounding of Vision-Language Models against language and category priors.

AI/ML arXiv cs.AI

Monte Carlo Dropout Uncertainty and Entropy-Thresholded Selective Prediction for Architecture-Agnostic Brain Tumor MRI Triage

A study on using Monte Carlo Dropout to create a calibrated uncertainty pipeline for reliable brain tumor MRI triage in clinical settings.

AI/ML arXiv cs.AI

GMoT: Gated Motion-Aware Tokenization for Fine-Grained Micro-Gesture Video Reasoning with Multimodal LLMs

GMoT is a gated motion-aware tokenization module designed to improve fine-grained micro-gesture video reasoning in multimodal LLMs.

Open Source Hacker News

Show HN: Imagin Raw – A 9MB Open-Source Alternative to Adobe Bridge for Mac

Imagin Raw is a lightweight, open-source alternative to Adobe Bridge for macOS, designed for fast image browsing and management.

Software Engineering Hacker News

Show HN: CodeAlmanac – Karpathy-style codebase wiki from your conversations

CodeAlmanac is a tool that creates a Karpathy-style codebase wiki from your conversations, helping developers document their codebases through dialogue.

Hardware/Chips Hacker News

Uhubctl – control USB power per-port on smart USB hubs

Uhubctl is a command-line tool that allows users to control the power of individual ports on smart USB hubs.

Tech Business/VC Hacker News

Jack Dorsey launches Buzz to combine team chat, AI agents and Git hosting

Jack Dorsey launches Buzz, a platform combining team chat, AI agents, and Git hosting into a single environment.

Cybersecurity Hacker News

Firefox Containers Preview

Mozilla previews Firefox Containers, a feature allowing users to isolate browsing sessions into separate containers for privacy and security.

Other TechCrunch

Data centers expected to use 4x more electricity by 2035

Projections indicate that data centers could consume four times more electricity by 2035, highlighting significant energy challenges for the industry.

Other TechCrunch

Tesla spins up robotaxi pilots in Orlando and Tampa ahead of Q2 earnings

Tesla is launching robotaxi pilots in Orlando and Tampa, though scaling is proceeding more cautiously than previously promised by Elon Musk.

AI/ML arXiv cs.AI

Emergent Hierarchical Monosemantic Neurons from the Group-Contrastive Forward-Forward Algorithm

The paper proposes Group-Contrastive Forward-Forward (GCFF), a biologically plausible learning algorithm that achieves monosemantic neurons without sparsity constraints.

AI/ML arXiv cs.AI

Efficient EEG Seizure Detection Using INT8 Quantization, Channel Pruning, and Spiking Neural Networks

This research demonstrates efficient EEG seizure detection using INT8 quantization, channel pruning, and spiking neural networks to reduce model size and energy use for wearables.

AI/ML arXiv cs.AI

Med-OPD: Improving Medical Vision-Language Models via Evidence-Aware On-Policy Distillation

Med-OPD is a post-training framework that improves medical vision-language models by emphasizing diagnosis-critical tokens through evidence-aware distillation.

AI/ML Hacker News

Meta's AI Models Are Powering the First Wave of Genesis Mission Projects

Meta's AI models are being utilized in the initial wave of Genesis Mission projects.

Software Engineering Hacker News

Show HN: I built a command palette for the terminal – 6.2MB, pure Go, no fzf

A developer has created a lightweight command palette for the terminal written in pure Go, avoiding dependencies like fzf.

Cybersecurity Hacker News

My USB Drive Has a Hidden Encrypted Vault

Discussion regarding the discovery of a hidden encrypted vault on a USB drive.

AI/ML TechCrunch

Google releases three new Gemini models — but no 3.5 Pro

Google releases Gemini 3.6 Flash, 3.5 Flash-Lite, and Flash Cyber, while Gemini 3.5 Pro remains absent.

Other The Verge

Nearly every Kindle is steeply discounted at Best Buy

Best Buy is offering significant discounts on a wide range of Kindle e-readers, including the Paperwhite and Colorsoft models.

Tech Business/VC The Verge

Apple’s rumored ‘Upgrade’ program brings lease-to-own pricing for iPhones, Macs, and iPads

Apple is reportedly launching an 'Apple Upgrade' lease-to-own program for iPhones, Macs, and iPads powered by Klarna.