The 2026 Hong Kong-Macao-Shandong Week is underway from May 18–22 in Hong Kong and Macao. This week-long event features business and trade talks, entrepreneur exchanges, and promotions of premium Shandong products — all aimed at deepening collaboration among the three regions.

Google DeepMind’s paper shows that the real security problem for AI agents is not just the model, but the environment it reads. Presents the first systematic framework for understanding how the web itself can be weaponized against autonomous AI agents. As agents increasingly browse the internet, read emails, execute transactions, and spawn sub-agents, the information environment becomes an attack surface. In one cited benchmark, hidden prompt injections embedded in web content partially commandeered agents in up to 86% of scenarios, sub-agent hijacking working 58–90% of the time, and data exfiltration attacks clearing 80% across five different agent architectures. That reframes the whole debate. We usually talk about model safety as if the danger sits inside the weights, but agents do something more fragile: they browse, retrieve, remember, and act on untrusted material in real time. The paper’s key contribution is a taxonomy of “AI Agent Traps,” six attack classes aimed at perception, reasoning, memory and learning, action, multi-agent dynamics, and even the human overseer. Here’s the key point. A web page does not have to look malicious to be dangerous to an agent, because the agent may parse what humans never see: hidden HTML comments, metadata, CSS-hidden text, formatting syntax, or adversarial content embedded in images and other media. The threat gets more serious once memory enters the loop. If an agent uses RAG or persistent memory, poisoning no longer has to win in one shot. It can sit quietly in a corpus or memory store and activate later, which is why the paper highlights results showing latent memory poisoning above 80% attack success with less than 0.1% data contamination. What makes this paper useful is its restraint. It does not pretend every category is equally mature. Content injection and behavioural control already look concrete, while systemic and human-in-the-loop traps are presented more as an emerging research frontier than a solved empirical case. The larger point is hard to ignore: once agents are allowed to ingest the open web at inference time, every page, document, and memory write becomes part of the security boundary. --- ssrn .com/sol3/papers.cfm?abstract_id=6372438

#Aimer# 26th Single "A World Where the Sun Never Rises" is out now! Theme Songs for Anime Series "Demon Slayer: Kimetsu no Yaiba" New Comments from Aimer and Mr. Shiina Go. Please check it out! #DemonSlayer# #InfinityCastle#

【NEW】 #Aimer# "A World Where the Sun Never Rises" Music Video YouTube Premiere at around 7:45pm JST July 24! Right after the Music Video Watching Party of Theme Songs for Anime Series "Demon Slayer: Kimetsu no Yaiba" ▼See here for details by staff #DemonSlayer# #InfinityCastle# #AWorldWhereTheSunNeverRises#

【Annoucement】 #Aimer# New song "World Where the Sun Never Rises" is the theme song for "Demon Slayer: Kimetsu no Yaiba Infinity Castle"!! Song available for streaming & download at midnight on July 19 (Sat) everywhere🎧 Full Single will be released on the later date too💿 ▽For more information Stay tuned! by staff #DemonSlayer# #WorldWheretheSunNeverRises#

This is Aimer. I am singing theme song for "Demon Slayer: Kimetsu no Yaiba Infinity Castle". Following the Entertainment District Arc, I’m truly delighted and honored to be involved in this work once again—this time together with LiSA. "World Where the Sun Never Rises" I’d be happy if you’re looking forward to it. Aimer

【New Artwork】 ＃Aimer 26th Single "World Where the Sun Never Rises" New Artist Photo＆Cover Art✨ ▼Pre-order your CD here (Japan only) by staff #DemonSlayer# #WorldWheretheSunNeverRises#

[Information] Tomorrow 7/22 (Sat.) from 6:00 p.m. *19:00- Japan time Aimer will perform at "BILIBILI MACRO LINK 2023" at Mercedes-Benz Arena in Shanghai! Free live streaming worldwide on BILIBILI! Please check it out! ▼Streaming URL by staff #BML2023#

【NEW】 Demon Slayer: Kimetsu no Yaiba Infinity Castle First Movie Theme song "A World Where the Sun Never Rises" by #Aimer# Anime special clip out now! by staff #DemonSlayer# #InfinityCastle# #AWorldWhereTheSunNeverRises#