Proactive Engagement
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CollabBench: Benchmarking and Unleashing Collaborative Ability of LLMs with Diverse Players via Proactive Engagement
arXiv:2606.05793v1 Announce Type: new Abstract: While LLM-based agents excel at individual tasks, effective collaboration with realistic human partners remains challenging. Most of the existing conversation-level collaborative studies lack grounded interaction and behavioral execution, motivating the need for cooperative game environments that enable contextualized and immersive collaboration. To this end, this paper proposes CollabBench, a benchmark for evaluating and training collaborative...
Wildlife carer puts $5 bounty on Indian mynas, the 'cane toads of the sky'
Frustration over approach to dealing with Indian myna driving grassroots action Fri 5 Jun 2026 at 5:59am In short: A patchwork approach to managing a pest species is fuelling community action and frustration over the lack of state or federal response. The Indian myna is an introduced bird and competes with native wildlife. There are calls for more councils to offer bounties, or for the state or federal governments to implement a coordinated management program.
Australians have a lot in common with the Pope when it comes to AI
analysis What do the Pope and most Australians have in common? Neither trust AI companies Thu 4 Jun 2026 at 5:00am It's not often that the Pope, college students and Australians agree. One topic that has put these unusual bedfellows all roughly on the same page is artificial intelligence.
Canada seeks USMCA renewal for 16 years, sector tariff discussions
Canada seeks USMCA renewal for 16 years, sector tariff discussions Trade discussions between the two countries have been frozen since late last year. Canada has written to the United States and Mexico with its recommendations to renew a trilateral trade agreement for 16 years while seeking parallel talks on sectoral tariffs before a meeting between Canadian and US trade negotiators later in the day. Canada’s minister responsible for Canada-US trade, Dominic LeBlanc, outlined his suggestions...
Prince William and Kate's 'blueprint' for monarchy's future and plans to 'shake things up'
Prince William and Kate's 'blueprint' for monarchy's future and plans to 'shake things up' With the future of the Royal Family resting firmly upong the shoulders of the Prince and Princess of Wales, it seems they are already putting plans in place for their future reign As the next King and Queen, the Prince and Princess of Wales know the future of the monarchy rests firmly up on their shoulders. The couple, who are also the youngest of all the working royals, have the task of keeping the...
Knowing Isn't Understanding: Re-grounding Generative Proactivity with Epistemic and Behavioral Insight
arXiv:2602.15259v2 Announce Type: replace Abstract: Generative AI agents equate understanding with resolving explicit queries, an assumption that confines interaction to what users can articulate. This assumption breaks down when users themselves lack awareness of what is missing, risky, or worth considering. In such conditions, proactivity is not merely an efficiency enhancement, but an epistemic necessity.
Agentic AI and Human-in-the-Loop Interventions: Field Experimental Evidence from Alibaba's Customer Service Operations
Announce Type: replace Abstract: Agentic AI systems that autonomously perform service tasks are entering customer service operations. However, limited evidence exists on how human interventions shape service outcomes when agentic AI failures create both cognitive and emotional consequences. We study this issue through a randomized field experiment on Alibaba's Taobao platform.
Job: Head of Stonehenge
Head of Stonehenge - Title - Head of Stonehenge - Location - Stonehenge, Amesbury, Wiltshire, SP4 7DE - Salary - From £64,189 p.a. depending on skills and experience / 36 hours per week / Permanent - Job type - Permanent - Ref - 16449 Heritage is for everybody, and we are here for heritage. Heritage lives in places and people, memories and stories, artefacts and traditions.
Leiden Declaration on Artificial Intelligence and Mathematics
Declaration text Leiden Declaration on Artificial Intelligence and Mathematics Preamble Technological developments have repeatedly transformed the practice of mathematics. Recent artificial intelligence technologies, including symbolic and neural methods for the generation and formalization of mathematics, may already have initiated a significant chapter in this long history. Among researchers, artificial intelligence has produced a wide range of reactions: enthusiasm for its potential to...
From fried chicken to flight plans: Alibaba wants Qwen to become China’s digital fixer
From fried chicken to flight plans: Alibaba wants Qwen to become China’s digital fixer As Tencent prepares a rival WeChat agent, Alibaba is moving quickly to turn Qwen from a chatbot into a digital concierge for everyday life The company announced on Wednesday that it was opening Qwen’s ecosystem to third-party partners’ agents. Fast-food giant KFC, tech-driven coffee chain Luckin Coffee, beverage chain Mixue Group and China Eastern Airlines are among the first companies to test their...