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HN shepadorai 3/13/2026

Crazy Rogue AI

Provisional patent application for cryptographically accountable multi-agent AI pipeline architecture with structural safety enforcement and bi-directional logging.

HN gk1 3/13/2026

MCP Doesn't "Suck"

Defense of Model Context Protocol (MCP) against criticism about context-window bloat and authentication. Argues MCP is flexible protocol, not implementation problem.

HN samuel246 3/13/2026

How we hire AI-native engineers now: our criteria

Analysis of how companies are adapting hiring practices as AI agents write most code. Focus shifts from implementation ability to product taste and architectural judgment.

HN tardismechanic 3/13/2026

CLI-Anything

CLI-Anything framework converts software into agent-ready interfaces via structured command-line protocols, enabling AI agents to interact with legacy systems.

Ax Aleksander Jarz\k{e}bowicz, Adam Przyby{\l}ek, Jacinto Estima, Yen Ying Ng, Jakub Swacha, Beata Zielosko, Lech Madeyski, Noel Carroll, Kai-Kristian Kemell, Bartosz Marcinkowski, Alberto Rodrigues da Silva, Viktoria Stray, Netta Iivari, Anh Nguyen-Duc, Jorge Melegati, Boris Deliba\v{s}i\'c, Emilio Insfran 3/13/2026

The Landscape of Generative AI in Information Systems: A Synthesis of Secondary Reviews and Research Agendas

Systematic review synthesizing 28 secondary studies on generative AI adoption in organizations, identifying technical and organizational challenges.

Ax Lu Wang (The Key Laboratory of Cognition and Decision Intelligence for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China), Zhuoran Jin (The Key Laboratory of Cognition and Decision Intelligence for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China), Yupu Hao (The Key Laboratory of Cognition and Decision Intelligence for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China), Yubo Chen (The Key Laboratory of Cognition and Decision Intelligence for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China), Kang Liu (The Key Laboratory of Cognition and Decision Intelligence for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China), Yulong Ao (Beijing Academy of Artificial Intelligence), Jun Zhao (The Key Laboratory of Cognition and Decision Intelligence for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China) 3/13/2026

Think While Watching: Online Streaming Segment-Level Memory for Multi-Turn Video Reasoning in Multimodal Large Language Models

Online streaming segment-level memory system for multi-turn video reasoning in multimodal LLMs enabling concurrent perception and generation.

Ax Xingze Zou, Jing Wang, Yuhua Zheng, Xueyi Chen, Haolei Bai, Lingcheng Kong, Syed A. R. Abu-Bakar, Zhaode Wang, Chengfei Lv, Haoji Hu, Huan Wang 3/13/2026

MobileKernelBench: Can LLMs Write Efficient Kernels for Mobile Devices?

MobileKernelBench evaluates whether LLMs can generate efficient compute kernels for mobile devices, introducing benchmark dataset for systematic investigation.

Ax Maximilian Schmidt, Swantje Plambeck, Markus Knitt, Hendrik Rose, Goerschwin Fey, Jan Christian Wieck, Stephan Balduin 3/13/2026

Flowcean - Model Learning for Cyber-Physical Systems

Flowcean: automated data-driven model generation framework for cyber-physical systems focusing on modularity and usability.