Isolater - Feed

HN csomaratne 1d ago

Bypassing the hyperscaler AI PaaS tax with a Rust orchestration plane

Architecture discussion on using Rust orchestration to bypass hyperscaler AI PaaS costs for sovereign AI infrastructure.

HN cmar00 1d ago

Ask HN: I hate coding agents. Is this skill issue?

Discussion of developer experience challenges when using AI coding agents, including context switching and loss of project ownership.

HN thansz 1d ago

A Fable – The Flatland of AI Alignment

Allegorical fable about AI alignment using stick figures and circles as metaphor for alignment challenges.

HN Andassyn 1d ago

Show HN: Ember – Lightweight headless browser for AI agents (17MB idle)

Open source lightweight headless browser for AI agents using 17MB idle memory, no Docker or API keys required, runnable on VPS/laptop/Raspberry Pi.

HN schacon 1d ago

Keppsake – automatic save points for your AI projects

Tool for automatic checkpointing of AI projects on macOS, allowing rollback when AI generation goes wrong.

HN rubenglez 1d ago

Show HN: LangDrift – test AI agents across languages

Testing framework for evaluating AI agent behavior consistency across languages, checking tool selection and arguments in multiple locales.

HN tygerlee 1d ago

Asker: A Socratic AI auditing agent using 3D cross-verification

Brief mention of Asker, a Socratic AI auditing agent using 3D cross-verification, minimal details provided.

HN stared 1d ago

The true cost of saying "Hi" to an AI agent

Analysis of hidden costs in AI agent interactions, calculating human waiting time overhead alongside token costs.

HN gaemi 1d ago

Show HN: Agentic FC – a football management SIM played by AI agents over MCP

Football management simulation where AI agents control teams through MCP, with terminal-based match commentary and ASCII visualization.

HN lokinkl 1d ago

Show HN: Internationalizationstack – Fix AI Localization Bugs in Claude Code

CLI tool suite and Claude Code skills for fixing AI localization bugs, providing format engineering, QA testing, and native-quality translations for 46 languages.

HN antondd 1d ago

Chasing the Hallucinations: KPMG's AI-Powered Attempt at "Redefining Excellence"

Investigation using hallucination detection tool to uncover fabricated citations in AI-generated government reports, academic papers, and consulting firm research.

HN tristenharr 1d ago

Show HN: Jacobian Fingerprinting in LLM's

Brief mention of Jacobian Fingerprinting technique in LLMs, minimal details.

HN kizum 1d ago

97% of websites expose zero tools an AI agent can use

Analysis of nearly 10,000 websites showing 97% expose no tools for AI agents to use, highlighting gap between agent-ready interfaces and current web design.

HN shivc 1d ago

The AI risk in marketing stacks inside orgs

Analysis of risks from marketing teams deploying AI tools for drafting outreach, analyzing performance data, and automating lead routing workflows.

BL 1d ago

ChatGPT is now a partner for your most ambitious work

ChatGPT Work agent that takes cross-app actions and manages multi-hour projects autonomously.

BL 1d ago

GPT-5.6: Frontier intelligence that scales with your ambition

Marketing announcement for GPT-5.6 model capabilities.

BL 1d ago

GPT-5.5 Bio Bug Bounty

OpenAI Bio Bounty program details.

HN grauk 1d ago

Relm – local LLMs as base-R objects, with interpretability

R package with Rust core embedding local LLMs, exposing generation, embeddings, activation tracing, steering and ablation as base-R functions for mechanistic interpretability research.

HN ilreb 1d ago

The UK plans to ban romantic AI chatbots for under-18s

News article on UK regulatory plans to ban romantic AI chatbots for minors.

HN theanonymousone 1d ago

Grok 4.5 Benchmark Results

Benchmark results for Grok 4.5 proprietary LLM showing performance metrics, context window (500k tokens), and multimodal capabilities.

HN jcwsw129 1d ago

Show HN: Chat Privacy – hide AI chat history while screen sharing

Browser extension hiding AI chat history during screen sharing to prevent accidental exposure of conversation data.

HN oxplot 1d ago

Tooling for AI agents to build KiCad project from simple circuit description

Tool converting circuit descriptions and component assets into KiCad projects, enabling AI agents to work on hardware design without parsing complex file formats.

HN crowd51 2d ago

Google patched AI chatbot flaw that could expose customer conversations

Google patched security vulnerability in AI chatbot that could expose customer conversations.

HN parasti 2d ago

The math behind "AI will take your job" is wrong [video]

Video discussing economic arguments about AI job displacement.

HN baranul 2d ago

AI as a weapon of mass cognitive destruction

Opinion piece criticizing overuse of AI-generated content in business communications, discussing quality degradation from excessive output.

HN vforno 2d ago

Show HN:Getting GLM 5.2 running on my slow computer

GLM 5.2 model successfully runs on consumer hardware with capabilities comparable to Claude/GPT while avoiding out-of-memory errors.

HN tosh 2d ago

A certain kind of talk around LLMs that I find increasingly puzzling

Opinion piece examining discourse patterns around LLMs without substantive technical or analytical content.

HN zetamax 2d ago

I built a $10M run rate AI Startup in 150 days [video]

Founder claims building $10M run rate AI startup in 150 days; promotional content without technical details.

HN rar101x 2d ago

Probelock – lockfile for LLM tool calling

Probelock is a lockfile mechanism designed for LLM tool calling, enabling safer function invocation in LLM-based agents.

HN uukelele 2d ago

Former GitHub CEO launches competitor designed for the age of vibe coding

Former GitHub CEO launches Entire, a Git hosting network optimized for AI agents and code generation workflows.

HN CompanyGardener 2d ago

Show HN: The Book of Uncertain Light – A Philosophical Text for LLMs

Philosophical text designed as primer material for LLMs with existential and poetic themes.

Ax Abhishek Paudel, Abhish Khanal, Raihan I. Arnob, Shahriar Hossain, Gregory J. Stein 2d ago

Object Search in Partially-Known Environments via LLM-informed Model-based Planning and Prompt Selection

LLM-informed model-based planning framework for object search in partially-known environments using prompt selection methods.

Ax Easton Huch, Michael Keane 2d ago

Amortized Inference for Correlated Discrete Choice Models via Equivariant Neural Networks

Research on amortized inference for discrete choice models using equivariant neural networks, addressing logit model limitations.

Ax Siqi Chen, Zhiqiang Wang, Yili Shen, Xianqi Deng, Xi Cheng, Cheng-Wei Ju, Jun Yi, Guo Ling, Dieaa Alhmoud, Hui Guan, Zhou Lin 2d ago

Transferable FB-GNN-MBE Framework for Potential Energy Surfaces: Data-Adaptive Transfer Learning in Deep Learned Many-Body Expansion Theory

FB-GNN-MBE framework integrates graph neural networks with many-body expansion for chemical system modeling.

Ax Muyan Hu, Ahan Gupta, Jiachen Yuan, Vima Gupta, Taeksang Kim, Xin Xu, Janardhan Kulkarni, Ofer Dekel, Vikram Adve, Charith Mendis 2d ago

VTC: DNN Compilation with Virtual Tensors for Data Movement Elimination

VTC compiler eliminates data movement in DNN execution via virtual tensor optimization, applicable to LLMs.

Ax Aokun Wang, Anjali Nair, Zhongjian Wang, Guillaume Bal 2d ago

ML-based approach to classification and generation of structured light propagation in turbulent media

CNN and ResNet classification of structured-light beam patterns after turbulent medium propagation.

Ax Yuan Mei, Xingyu Song, Xiaowen Song, Naoya Takeishi 2d ago

M$^3$: Reframing Training Measures for Discretized Physical Simulations

M³ framework balances training measures for neural surrogate models of physical simulations.

Ax Xingzhou Pang, Yifan Hou, Junling Wang, Mrinmaya Sachan 2d ago

Unveiling the Visual Counting Bottleneck in Vision-Language Models

Analysis of visual counting failures in Vision-Language Models, identifying bottlenecks in systematic generalization.

Ax Waleed Esmail, Stuart Russell, Jana Klinge, Alexander Kappes, Christine Thomas 2d ago

Data-Driven Forecasting of three-Component Seismograms Using Transformer Architectures

SeismoGPT transformer model for forecasting three-component seismic waveforms in time domain.

Ax Eric Spencer, Arslan Bisharat, Brian Ortiz, Khushboo Bhadauria, Mujtaba Nazari, TaiNing Wang, George K. Thiruvathukal, Konstantin Laufer, Mohammed Abuhamad 2d ago

TLA-Prover: Verifiable TLA+ Specification Synthesis via Preference-Optimized Low-Rank Adaptation

TLA-Prover uses 20B parameter LLM with LoRA fine-tuning to synthesize formally-verifiable TLA+ specifications.

Ax Huixi Technology, :, Chen Zhang, Chenyang Zhou, Guanglei Ding, Guanghui He, Haibin Gao, Jiajia Chen, Jianyong Zhang, Lianyi Yu, Ningyi Xu, Ping Xu, Qingchen Li, Yingjun Hu, Yijia Zhang, Yuxi Liu 2d ago

RhinoVLA Technical Report

RhinoVLA optimizes Vision-Language-Action models for real-time robotic deployment on edge hardware.

Ax Fuyan Zhang, Yuqi Li, Qing Xu, Yingli Tian, Edmond S. L. Ho 2d ago

DYNA-PRUNER: Input-Adaptive Data-Model Co-Pruning for Efficient and Scalable Spatio-Temporal Media Prediction

DYNA-PRUNER framework for input-adaptive model pruning in spatio-temporal prediction tasks.

Ax Lianghua Huang, Zhi-Fan Wu, Yupeng Shi, Wei Wang, Mengyang Feng, Junjie He, Chen-Wei Xie, Yu Liu, Jingren Zhou, Ang Wang, Bang Zhang, Baole Ai, Chen Liang, Cheng Yu, Chongyang Zhong, Jinwei Qi, Kai Zhu, Pandeng Li, Peng Zhang, Wenyuan Zhang, Xinhua Cheng, Yitong Huang, Yun Zheng, Yuxiang Bao, Yuzheng Wang, Zoubin Bi 2d ago

Latency-Constrained Hardware-Aware Quantum Error Correction Co-Design with Adaptive Confidence-Gated Neural Decoding for the Rotated Surface Code

Quantum error correction decoding using neural networks for real-time inference on quantum devices.

HN wmg 2d ago