Tootfinder

Finding Common Ground: Using Large Language Models to Detect Agreement in Multi-Agent Decision Conferences
Selina Heller, Mohamed Ibrahim, David Antony Selby, Sebastian Vollmer
https://arxiv.org/abs/2507.08440

Finding Common Ground: Using Large Language Models to Detect Agreement in Multi-Agent Decision Conferences
Decision conferences are structured, collaborative meetings that bring together experts from various fields to address complex issues and reach a consensus on recommendations for future actions or policies. These conferences often rely on facilitated discussions to ensure productive dialogue and collective agreement. Recently, Large Language Models (LLMs) have shown significant promise in simulating real-world scenarios, particularly through collaborative multi-agent systems that mimic group in…

"How to Become an Integrity Sleuth in the Library"
https://katinamagazine.org/content/article/future-of-work/2025/how-to-become-an-integrity-sleuth-in-the-library
"Open access agreement management c…

OpenAI and Microsoft say they have signed a non-binding memorandum of understanding for the next phase of their partnership, and are working to finalize terms (Ina Fried/Axios)
https://www.axios.com/2025/09/11/open-ai-microsoft-agreement-deal

OpenAI and Microsoft reach tentative deal to revise partnership
The deal resolves a major hurdle to OpenAI's planned corporate restructuring.

Agoran: An Agentic Open Marketplace for 6G RAN Automation
Ilias Chatzistefanidis, Navid Nikaein, Andrea Leone, Ali Maatouk, Leandros Tassioulas, Roberto Morabito, Ioannis Pitsiorlas, Marios Kountouris
https://arxiv.org/abs/2508.09159

Agoran: An Agentic Open Marketplace for 6G RAN Automation
Next-generation mobile networks must reconcile the often-conflicting goals of multiple service owners. However, today's network slice controllers remain rigid, policy-bound, and unaware of the business context. We introduce Agoran Service and Resource Broker (SRB), an agentic marketplace that brings stakeholders directly into the operational loop. Inspired by the ancient Greek agora, Agoran distributes authority across three autonomous AI branches: a Legislative branch that answers compliance q…

Former MEPs call for suspension of EU Association Agreement with Israel
https://europa.blog/en/former-meps-call-for-suspension-of-eu-association-agreement-with-israel/

Former MEPs call for suspension of EU Association Agreement with Israel - Europa Blog
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Did Cowboys waste $7.5 million in acquiring this former 1st-round pick? https://cowboyswire.usatoday.com/story/sports/nfl/cowboys/2025/07/13/dallas-cowboys-player-profile-no-69-lb-kenneth-murray-jr/848169970…

Echoes of Agreement: Argument Driven Opinion Shifts in Large Language Models
Avneet Kaur
https://arxiv.org/abs/2508.09759 https://arxiv.org/pdf/2508.09759

Echoes of Agreement: Argument Driven Opinion Shifts in Large Language Models
There have been numerous studies evaluating bias of LLMs towards political topics. However, how positions towards these topics in model outputs are highly sensitive to the prompt. What happens when the prompt itself is suggestive of certain arguments towards those positions remains underexplored. This is crucial for understanding how robust these bias evaluations are and for understanding model behaviour, as these models frequently interact with opinionated text. To that end, we conduct experim…

Samsung agrees to acquire Seattle-based Xealth, which helps healthcare providers manage digital health tools and has raised over $50M, for an undisclosed sum (Taylor Soper/GeekWire)
https://www.geekwire.com/2025/samsung-acquiring…

OpenAI projects that it will reduce the revenue share it pays to Microsoft from 20% this year to ~8% by 2030, potentially retaining over $50B more in revenue (The Information)
https://www.theinformation.com/articles/openai-gain-50-billi…

OpenAI to Gain $50 Billion From Cutting Revenue Share with Microsoft, Partners
As OpenAI irons out new terms of a partnership with Microsoft, it has told some shareholders that the percentage of revenue it will hand over to Microsoft will drop considerably in the coming years. As part of their original partnership agreement, Microsoft is entitled to 20% of the startup’s ...