Isolater - Feed

HN thm 13d ago

Getty Images Plans to End Shutterstock Deal After U.K. Imposes Conditions

Headline-only post about business merger.

HN claudiacsf 13d ago

34,266 repos were scanned: 1 in 4 orgs showed gaps in AI agent config files

Survey of 34,266 repos finding configuration gaps in AI agent setups. Title only, lacks detail.

HN TechPreacher 13d ago

Turning Supacode into a Full, Agent First IDE

Headline-only post about IDE development.

HN aalksii 13d ago

Open-source Claude/Codex/Cursor limits tracker for Mac

Open-source tool for tracking Claude/Codex/Cursor API rate limits on Mac. Minimal content provided.

HN aman-flyprox 13d ago

Siplinx AI Meeting Notetaker for Zoom, Google Meet

Siplinx AI runs local LLM and speech-to-text models on-device for meeting transcription and note-taking without cloud.

HN bytestrix 13d ago

Show HN: InfraCanvas – See your VMs, Docker and Kubernetes on one live canvas

Fleet management tool visualizing VMs, Docker containers, and Kubernetes workloads with remote execution capabilities.

HN Timmyzzz 13d ago

Best AI Coding Token Plans in 2026: A Practical Comparison for Developers

Comparison guide of AI coding assistant subscription plans for 2026 with focus on developer workflows and value.

HN zubairov 13d ago

Show HN: Agentic Data Engineering

Agentic data engineering: using LLMs to generate SQL queries and automate analytics workflows. Practical workflow example.

HN flipbrad 13d ago

Panasonic launches CO₂ air-to-water heat pump with CoP of 6.1

Panasonic CO₂ heat pump with 6.1 coefficient of performance for residential heating. Hardware, not AI/tech.

HN Abhavk 13d ago

Show HN: Erlangchain – A tiny Erlang client for LLMs

Erlangchain: lightweight Erlang library for OpenAI/Anthropic LLM calls with tool-use and multimodal support, zero third-party dependencies.

HN saravanan2294 13d ago

Show HN: World Model MCP v0.10.0 – cross-runtime memory across 7 coding agents

MCP tool providing cross-runtime temporal knowledge graph memory for 7 AI coding agents, with constraint validation and context re-injection.

HN wrkode 13d ago

VirtRigaud – Manage and Migrate VMs Across VSphere, Proxmox and KVM

Kubernetes operator for managing VMs across vSphere, Proxmox, and KVM hypervisors.

HN pjmlp 13d ago

Godot will no longer accept AI-authored code contributions

Godot engine will reject AI-authored code contributions. Policy announcement with limited technical detail.

HN tommyjepsen 13d ago

Supervised vs. Unsupervised AI-generated code

Essay on supervised vs unsupervised AI-generated code: examining human review in loop versus shipped-without-review code.

HN joozio 13d ago

New attack provides one more reason why AI browsers are a bad idea

Security analysis of AI browser vulnerabilities: LLMs can be tricked via prompt injection to execute forbidden actions.

HN mpfect 13d ago

Liquid AI releases a 230M model optimized for phones, Raspberry Pi, and robots

Liquid AI releases LFM2.5-230M, 230M-parameter model optimized for edge devices with fast inference for agentic tool-use workflows.

HN atshu21 13d ago

Ragit – chat with any folder of documents using a local LLM

Ragit is a local RAG CLI tool for chatting with document folders using Ollama. Enables offline LLM document retrieval without API keys.

HN yogisotho 13d ago

Where do you answer"is the agent allowed to do this?"–one place,orevery adapter?

Rust-based unified agent substrate framework for governance and orchestration across multiple systems.

HN fcb 13d ago

A Multi-Dimensional, Per-Pass Empirical Study of the LLVM Optimization Pipeline

arXiv meta-description about LLVM optimization pipeline research with no actual article content provided.

HN theanonymousone 13d ago

GitHub: The uphill climb of making diff lines performant

GitHub optimized pull request diff rendering with React for better performance at scale.

HN ggaswint 13d ago

Show HN: Aegize (trying to mitigate the risk of AI)

Open-source Aegize project implementing security layer for AI tools via identity, policy, and permissions controls.

HN keyle 13d ago

Hyperbola declines FSF stance regarding machine learning (2024)

FSF statement on free vs non-free ML software implementations; Hyperbola project disagrees with FSF's approach.

HN backlit4034 13d ago

The Job archetypes of the future, according to Claude Code's creator

Claude Code creator Boris Cherny discusses five job archetypes emerging in AI era: builder, operator, explorer, etc.

HN Gaishan 13d ago

Google sunsets Tenor API, breaking GIFs in Discord and X

Google shut down Tenor API June 30, 2026, breaking GIF functionality in Discord, X, WhatsApp, Bluesky.

Ax Silen Naihin, Lev Stambler 13d ago

Size Doesn't Matter: Cosine-Scored Sparse Autoencoders

Proposes replacing inner product scoring with cosine-based scoring in sparse autoencoders to prevent token norm features from claiming dictionary slots.

Ax Lukas Fesser, Hanlin Zhang, Michelle M. Li, Eric Wang, Bryan Perozzi, Shekoofeh Azizi, Sham M. Kakade, Marinka Zitnik 13d ago

How Post-Training Shapes Biological Reasoning Models

Studies how post-training stages in biological reasoning models affect performance and generalization across genomics, transcriptomics, and proteins.

Ax Soham Bhattacharjee, Dushyant Singh Chauhan, Salem Lahlou, Martin Takac, Nils Lukas 13d ago

Entropy-Gated Latent Recursion

Inference-time scaling method using layer-span recursion and entropy gating to improve language model reasoning without token sampling alone.

Ax Borui Cai, Yao Zhao 13d ago

Topological Neural Dynamics: A Neuron-wise Framework for Sequence Modeling

Neuron-wise sequence modeling framework allowing independent evolution of neurons rather than layer-wise shared dynamics.

Ax Rome Thorstenson 13d ago

Protein contacts are already in the attention: a single-forward-pass alternative to the Categorical Jacobian

Single-pass attention-based method for reading protein contacts from language models without per-residue perturbation.

Ax Jason Sulskis, Sathya Ravi 13d ago

Real vs. Complex Spectral Bases for Neural Operators: The Role of Green's Function Alignment

Hartley Neural Operator replacing complex FFT with real Discrete Hartley Transform for learning PDE solution operators.

Ax Kwok Chun Au, Adam Block 13d ago

Training for the Model You Return: Improving Optimization for Iterate-Averaged Language Models

Optimal control framework for improving language model training when returning iterate-averaged models instead of final iterations.

Ax DatologyAI, :, Matthew L. Leavitt, Siddharth Joshi, Haoli Yin, Rishabh Adiga, Haakon Mongstad, Alvin Deng, David Schwab, Bogdan Gaza, Ari Morcos 13d ago

Brevity is the Soul of Inference Efficiency: Inducing Concision in VLMs via Data Curation

Data curation approach for reducing inference cost in vision-language models by training models to generate concise outputs.

Ax Dhinanjaya Fernando, Dinura Ginige, Kalana Lakshan, Chanupa Gurusinghe, Lasana Pahanga, Subavarshana Arumugam, Sandeepa Weerasekara, Sandareka Wickramanayake, Nisansa de Silva 13d ago

The Remittance Blueprint: Data-driven Intelligence for Sri Lanka

Time-series analysis of Sri Lankan remittance inflows over 32 years identifying macroeconomic drivers using VAR/VECM modeling.

Ax Yijie Jin, Jiajun Xu, Yuxuan Liu, Chenkai Xu, Yi Tu, Jiajun Li, Dandan Tu, Xiaohui Yan, Kai Yu, Pengfei Liu, Zhijie Deng 13d ago

Multi-Block Diffusion Language Models

Multi-block diffusion language models enabling concurrent decoding of consecutive blocks for inter-block parallelism and flexible-length generation.

Ax Duc Anh Nguyen 13d ago

IG-Lens: Exact Additive Probability Attribution Across Transformer Layers via Telescoping Integrated Gradients

Method for exact additive probability attribution across transformer layers using telescoping integrated gradients for interpretability.

Ax Marek Polewczyk, Maximilian Schambach, Marco Spinaci, Sam Thelin, Johannes H\"ohne 13d ago

FlexTab: A Flexible Encoder-Decoder Architecture for In-Context Learning Across Diverse Tabular Tasks

Flexible encoder-decoder architecture for in-context learning on tabular data using task-agnostic embeddings and task-specific decoders.

Ax Liang Wang, Zhaoyang Xi, Zekai Xiang, Heng Meng, Qishan Zhang, Pingyi Zhou, Jin Liu, Litao Chen 13d ago

Arko-T: A Foundation Model for Text-to-Structured 3D Generation

4B-parameter foundation model generating executable parametric CAD programs from natural language text descriptions.

Ax Songxin Zhang, Zejian Xie, Zhuoyang Song, Cong lin, Junyu Lu, Jiaxing Zhang, Bingyi Jing 13d ago

HSAP: A Hierarchical Sequence-aware Parallelism for Hybrid-Context Generative Models

Hierarchical sequence parallelism framework for training large language models with packed sequences and hybrid-context generation.

Ax Kan Zhu, Mathew Jacob, Chenxi Ma, Yi Pan, Stephanie Wang, Arvind Krishnamurthy, Baris Kasikci 13d ago

TraceLab: Characterizing Coding Agent Workloads for LLM Serving

Characterizes coding agent workloads for LLM serving by collecting real day-to-day usage patterns across multiple agents and models.

Ax Wanteng Ma, Lilun Du, Dong Xia, Ming Yuan 13d ago

Multiple Testing of Linear Forms for Noisy Matrix Completion

Statistical approach for testing multiple linear forms in noisy matrix completion problems for large-scale recommender systems.

Ax Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Eric Granger 13d ago

A Realistic Protocol for Evaluation of Weakly Supervised Object Localization

Proposes realistic evaluation protocol for weakly supervised object localization addressing validation and model selection challenges.

Ax Kuang Huang, Dong Heon Cho, Boyuan Chen 13d ago

Automated Discovery of Operable Dynamics from Videos

Framework for automatically discovering low-dimensional operable representations of dynamical systems from videos without predefined state variables.

Ax Qirui Zheng, Xingbo Wang, Keyuan Cheng, Yunlong Lu, Muhammad Asif Ali, Lingfeng Li, Yongyi Wang, Wenxin Li 13d ago

From Multimodal Perception to Strategic Reasoning: A Survey on AI-Generated Game Commentary

Survey of AI-generated game commentary systems covering multimodal perception, NLG, and strategic reasoning for sports narration.

Ax Akio Hayakawa, Masato Ishii, Takashi Shibuya, Yuki Mitsufuji 13d ago

Step-by-Step Video-to-Audio Synthesis via Negative Audio Guidance

Video-to-audio synthesis method using negative guidance for step-by-step generation of complementary sounds inspired by Foley workflows.

Ax Vignesh Ram Nithin Kappagantula, Shayan Hassantabar 13d ago

Room Scene Discovery and Grouping in Unstructured Vacation Rental Image Collections

Automated room detection and grouping in vacation rental images using computer vision for property layout understanding.

Ax Zhanli Wu, Fabrizio Leisen, F. Javier Rubio 13d ago

Conformalized Regression for Continuous Bounded Outcomes

Conformal prediction intervals for regression with bounded continuous outcomes like rates and proportions.

Ax Wooseok Ha, Yuansi Chen 13d ago

When few labeled target data suffice: a theory of semi-supervised domain adaptation via fine-tuning from multiple adaptive starts

Theoretical analysis of semi-supervised domain adaptation via fine-tuning with limited labeled target data under structural causal models.

Ax Gilberto Cunha, Alexandra Ram\^oa, Andr\'e Sequeira, Michael de Oliveira, Lu\'is Barbosa 13d ago