Ax Abolfazl Mohammadi-Seif, Ricardo Baeza-Yates 9d ago

Face Density as a Proxy for Data Complexity: Quantifying the Hardness of Instance Count

Quantifies data complexity by measuring face density (instance count) as driver of machine learning hardness in crowded scenes.

Ax Maximilian Nicholson 9d ago

Sharpness-Aware Surrogate Training for On-Sensor Spiking Neural Networks

Addresses surrogate-to-hard transfer gap in spiking neural networks for on-sensor vision using sharpness-aware training.

Ax Melanie Neubauer, Elmar Rueckert, Christian Rauch 9d ago

PASTA: Vision Transformer Patch Aggregation for Weakly Supervised Target and Anomaly Segmentation

Vision transformer patch aggregation method for weakly-supervised anomaly and target segmentation in industrial and agricultural applications.

Ax Justin Li, Daniel Ding, Asmita Yuki Pritha, Aryana Hou, Xin Wang, Shu Hu 9d ago

Robust Fair Disease Diagnosis in CT Images

Deep learning approach for fair disease diagnosis in chest CT addressing compound failures from class imbalance and demographic underrepresentation.

Ax S. Afifi, O. Alo, I. Thakkar, S. Pasricha 9d ago

Sustainable Transformer Neural Network Acceleration with Stochastic Photonic Computing

ASTRA silicon-photonic accelerator for transformers using stochastic computing to reduce computation and memory demands.

Ax Shuo-Hui Li, Chen Chen, Yao-Wen Zhang, Ding Pan 9d ago

Differentiable free energy surface: a variational approach to directly observing rare events using generative deep-learning models

VaFES framework uses generative deep learning to directly model free energy surfaces for rare event simulation without dataset sampling.

Ax Pablo Mercader-Perez, Carolina Cuesta-Lazaro, Daniel Muthukrishna, Jeroen Audenaert, V. Ashley Villar, David W. Hogg, Marc Huertas-Company, William T. Freeman 9d ago

Learning What's Real: Disentangling Signal and Measurement Artifacts in Multi-Sensor Data, with Applications to Astrophysics

Method for disentangling physical signals from measurement artifacts in multi-sensor astrophysics data using machine learning.

Ax Dhruv Atreja, Julia White, Nikhil Nayak, Kelton Zhang, Henrijs Princis, George Hurn-Maloney, Ash Lewis, Urchade Zaratiana 9d ago

Pioneer Agent: Continual Improvement of Small Language Models in Production

Pioneer Agent automates continuous improvement of small language models in production through closed-loop data curation, failure diagnosis, and iteration control.

Ax Kyle Waters, Lucas Nuzzi, Tadhg Looram, Alessandro Tomasiello, Ariel Ghislain Kemogne Kamdoum, Bikun Li, Damien Sileo, Egor Kretov, Francesco Fournier-Facio, Georgios Soloupis, Haile Kassahun, Hew Wolff, Jiaqi Cai, Lianghui Li, Marc Roth, Mohinder Naiya, Naixu Guo, Qicheng Tang, Richard Wheeler, Samuele Sala, Serguei Popov, Steven Dillman, Yuqi Li 9d ago

COMPOSITE-Stem

COMPOSITE-STEM benchmark with 70 expert-written tasks for evaluating AI agents on physics, biology, chemistry, and materials science problems.

Ax Aayush Mishra, Daniel Khashabi, Anqi Liu 9d ago

Steered LLM Activations are Non-Surjective

Research on activation steering in LLMs showing steered states are non-surjective, with implications for interpretability and safety.

Ax Milo\v{s} Tomi\'c, Aleksa Cvetanovi\'c, Predrag Tadi\'c 9d ago

Improving DNS Exfiltration Detection via Transformer Pretraining

Studies BERT pretraining for DNS exfiltration detection, isolating effects of domain-specific pretraining on security classification.

Ax Vasilis Kontonis, Yuchen Zeng, Shivam Garg, Lingjiao Chen, Hao Tang, Ziyan Wang, Ahmed Awadallah, Eric Horvitz, John Langford, Dimitris Papailiopoulos 9d ago

MEMENTO: Teaching LLMs to Manage Their Own Context

MEMENTO teaches LLMs to compress reasoning into dense summaries, reducing context and compute requirements. Releases OpenMementos dataset of 228K examples.

Ax Gautham Vinod, Bruce Coburn, Siddeshwar Raghavan, Fengqing Zhu 9d ago

Not Your Stereo-Typical Estimator: Combining Vision and Language for Volume Perception

Method combining stereo vision and language models for 3D volume estimation of objects from images.

Ax Ozgur Yilmaz 9d ago

CableTract: A Co-Designed Cable-Driven Field Robot for Low-Compaction, Off-Grid Capable Agriculture

Cable-driven field robot design for agricultural operations with energy efficiency analysis and lifecycle impact assessment.

Ax Shaocong Ma, Peiran Yu, Heng Huang 9d ago

New Hybrid Fine-Tuning Paradigm for LLMs: Algorithm Design and Convergence Analysis Framework

Proposes hybrid fine-tuning paradigm for LLMs combining full and parameter-efficient approaches with convergence analysis framework.

Ax Utshab Kumar Ghosh, Ashish David, Shubham Chatterjee 9d ago

Reproduction Beyond Benchmarks: ConstBERT and ColBERT-v2 Across Backends and Query Distributions

Evaluates reproducibility of ColBERT-v2 and ConstBERT retrieval models across different query types, finding architectural limitations on long narrative queries.

HN jeyzolo 9d ago

All in One for AI Chatbot

Commercial tool aggregating multiple AI model APIs behind single interface. Generic LLM comparison service.

HN zadkey 9d ago

Opus 4.6 is getting BAD [video]

Clickbait video title about Opus 4.6 codec. No substantive content provided.

HN ashuabhi 9d ago

Save tokens and save money with this self-evolving beast

Context compression daemon (entroly) for LLM applications reducing token usage by 90% through self-evolving compression. Claims token-negative learning.

HN era_context 9d ago

MCP server for personal finance so AI assistants can manage money

MCP server integrating Claude with personal finance data via Model Context Protocol. Enables AI agents to access bank accounts, cards, and investments read-only.

HN 1vuio0pswjnm7 9d ago

Attorneys Face Disciplinary Charges, License Suspension for AI Misuse

Legal news about attorney disciplinary charges for AI misuse. Not relevant to AI/tech development.

HN cbchhaya 9d ago

Show HN: Prmana – OIDC SSH Login for Linux with DPoP (Rust, Apache 2.0)

Rust open-source PAM module replacing SSH keys with short-lived OIDC tokens secured via DPoP cryptographic proof. Developer tool for infrastructure.

HN bryanyoung97 9d ago

Aura – A locally-sovereign cognitive architecture for Apple Silicon

Cognitive architecture claiming 83+ modules running on Mac with consciousness theories and affective steering. Lacks technical depth and verifiable claims.

HN cratermoon 9d ago

Meta spins up AI version of Mark Zuckerberg to engage with employees

Meta training photorealistic AI avatar of Mark Zuckerberg for internal employee engagement. Corporate PR, limited technical detail.

HN kenttuzuu 9d ago

AI Agent Stores – Making Shopee Products Findable by ChatGPT and Perplexity

Integration making Shopee e-commerce products machine-readable for ChatGPT and Perplexity through structured data. Enables AI agent product discovery.

HN pella 9d ago

Matrix-Game 3.0: Real-Time and Streaming Interactive World Model

Skywork AI technical report on Matrix-Game 3.0 real-time streaming world model with long-horizon memory for video generation. Published on GitHub/HuggingFace.

HN yesensm 9d ago

OpenAI acquires AI personal finance startup Hiro – financial agents next?

OpenAI acquires Hiro Finance, a personal finance startup. Suggests direction toward financial AI agents. Limited technical details; appears to be acquihire.

HN AtmosXR 9d ago

AI Home Architecture Startup Looking for Back End/ML Infra Engineer

Job posting for ML infrastructure engineer at home design AI startup. Recruitment ad, not content.

HN foundermax 9d ago

I built an AI CMO because I can't market

Polara autonomous marketing platform using specialist agent architecture for strategy, content, and analytics. No technical validation provided.

HN eatonphil 9d ago

The Origins of GPU Computing

Historical overview of government-funded research in parallel computing and GPUs leading to modern GPU computing infrastructure.

HN AmrDabb 9d ago

AI Can Now Control Your Mac OS

Desktop automation tool enabling AI agents to control macOS by viewing screens, moving cursor, and typing. Works with OpenAI-compatible models.

LB cacm.acm.org via eatonphil 9d ago

The Origins of GPU Computing

Historical overview of government-funded research in parallel computing and GPUs leading to modern GPU computing infrastructure.

HN jkshenawy22 9d ago

AI Code Reviews for GitLab – custom agents – powered by Ollama

Open source browser extension providing AI-powered code reviews for GitLab, GitHub, and Bitbucket with Ollama local model support.

HN barthelomew 9d ago

Labeling Copilot: An agent for automated data curation in computer vision

Research agent for automated computer vision dataset curation using retrieval, annotation, and synthesis models composed through multi-agent orchestration.

HN uswn 9d ago

Beyond Constraint: The Case for Ethical Entrainment in AI

Essay discussing structural ethics in AI through linguistic entrainment and dynamical systems concepts.

HN suiGn 9d ago

.me – a semantic reactive kernel where identity is derivation, not storage

Semantic reactive kernel for identity management and data ownership across applications and platforms.

HN kokodoko 9d ago

I Learned to Let Myself Go

Blog post about completing a greenfield React application with asset management, video editor, and authentication in three weeks.

HN robohobo 10d ago

SnapState - Persistent state for AI agent workflows

Persistence layer for AI agent workflows enabling save, resume, and replay across sessions and crashes. Supports JavaScript, Python, and MCP agents.

HN eternityforest 10d ago

Thunderwars: Sci-fi/Fantasy inspired productivity system

Open source productivity system with sci-fi theming providing framework for habit tracking and personal management.

HN sonabinu 10d ago

The AI Revolution in Math Has Arrived

AI models solve 5 of 6 International Mathematical Olympiad problems in summer 2025. Discusses implications of AI capabilities in mathematical problem-solving.

HN ninihen 10d ago

I Told a Reddit User to Stop Learning Power Automate. Here's Why in 2026

Career advice against learning Power Automate for small business owner. Discusses automation tools and workflow platforms for administrative tasks.

HN moebius_ansa 10d ago

Milla Jovovich's New Open Source LLM Memory App and the Dark Code Problem

Open source LLM memory management system using memory palace concept for storing and retrieving agent memories. Addresses memory management challenges in language models.

HN crummy 10d ago

Casey Muratori Doesn't Care About AI (Here's Why) [video]

Video: Casey Muratori's perspective on AI and why he doesn't prioritize it. Personal opinion piece without technical depth.

HN 6digitstudio 10d ago

Show HN: AI Native IDE [video]

AI Native IDE called 6digit studio featuring CORDIAL visualization layer for Big Picture Mode. Developer tool with spatial UI designed for distance interaction.

HN izyda 10d ago

When AI Trading Works, You Won't Hear About It

Analysis of AI trading bots and LLM-based investing. Reviews early retail trading attempts showing results indistinguishable from random, discusses limitations.

HN forks 10d ago

The Human Cost of 10x: How AI Is Physically Breaking Senior Engineers

Essay on cognitive fatigue from high-volume AI code review demands. Documents burnout effects on senior engineers from accelerated information processing.

HN Aamir21 10d ago

Show HN: OQP – A verification protocol for AI agents

OQP: MCP-compatible verification protocol for autonomous AI agents. Defines standards for verifying agent-generated code meets business requirements via four core endpoints.

HN nayka23 10d ago

I built an API that turns any image into a shoppable recommendation engine

API for visual search and product recommendations using AI. E-commerce focused, limited technical details provided.

HN ns90001 10d ago

Show HN: Mercury – No-code orchestration for human and agent teams

Mercury: orchestration platform for managing multiple AI agents across tools. No-code interface for coordinating agent workflows in enterprise settings.

HN latchkey 10d ago

Thaw Release 1.2.0

Release notes for Thaw 1.2.0 application. Minor menu bar positioning improvements and icon management features.