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Ax Xinyi Gu, Jiayuan Mao, Zhang-Wei Hong, Zhuoran Yu, Pengyuan Li, Dhiraj Joshi, Rogerio Feris, Zexue He 3/5/2026

Composition-Grounded Data Synthesis for Visual Reasoning

COGS: composition-grounded data synthesis for improving visual reasoning in MLLMs on artificial domains like charts and documents.

Ax Luoxi Meng, Henry Feng, Ilia Shumailov, Earlence Fernandes 3/5/2026

ceLLMate: Sandboxing Browser AI Agents

ceLLMate: sandboxing approach to protect browser-using AI agents from prompt injection attacks and unintended actions.

Ax Paulius Rauba, Dominykas Seputis, Patrikas Vanagas, Mihaela van der Schaar 3/5/2026

No More, No Less: Least-Privilege Language Models

Framework for deploying language models with least-privilege security principle, limiting capability exposure per request.

Ax Ben Xue, Dan Liu, Lixiang Wang, Mingjie Sun, Peng Wang, Pengfei Zhang, Shaoyun Shi, Tianyu Xu, Yunhao Sha, Zhiqiang Liu, Bo Kong, Bo Wang, Hang Yang, Jieting Xue, Junhao Wang, Shengyu Wang, Shuping Hui, Wencai Ye, Xiao Lin, Yongzhi Li, Yuhang Chen, Zhihui Yin, Quan Chen, Shiyang Wen, Wenjin Wu, Han Li, Guorui Zhou, Changcheng Li, Peng Jiang 3/5/2026

Generative Recommendation for Large-Scale Advertising

Production-oriented generative recommender system co-designed for real-time large-scale advertising with novel architecture and serving strategies.

Ax Yujie Zhao, Boqin Yuan, Junbo Huang, Haocheng Yuan, Zhongming Yu, Haozhou Xu, Lanxiang Hu, Abhilash Shankarampeta, Zimeng Huang, Wentao Ni, Yuandong Tian, Jishen Zhao 3/5/2026

AMA-Bench: Evaluating Long-Horizon Memory for Agentic Applications

AMA-Bench: benchmark for evaluating long-horizon memory capabilities in LLM-based autonomous agents beyond dialogue interactions.

HN LorenDB 3/5/2026

The L in "LLM" Stands for Lying

Critical analysis of LLM hype in software development, examining actual productivity gains versus marketing claims.

HN dougb5 3/5/2026

LLM Prose Tells

Catalog of linguistic patterns in LLM-generated text, documenting overuse of em-dashes and specific syntactic structures like negation-reframe constructions.

HN cionescu1 3/5/2026

Building My Own Canva over the Weekend

Developer built internal tool using Gemini 2.5 Flash to automate workflow of generating and converting children's books into social media carousels.

HN handfuloflight 3/5/2026

Desloppify

Local DevOps workstation integrating SSH, deployments, and logs management with AI assistant interface for multi-environment workflows.

HN tzury 3/5/2026

Teaching LLMs to reason like Bayesians

Google Research paper on teaching LLMs to reason using Bayesian methods by training models to mimic optimal Bayesian predictions for world representation.