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As chaotic negotiations over the end of the Iran war continue, US negotiators think they have the framework for a deal in place. Now they just have to sell the president on it. President Donald Trump's negotiators face the arduous task of trying to convince the president that a deal he previously rejected is their best option in Iran . Last month, Trump initially gave his blessing for a so-called "cash for uranium" deal, under which the US would release around $20 billion in frozen funds in exchange for Iran handing over its stockpile of highly enriched uranium, sources familiar with the matter tell WIRED. Trump's negotiators, vice president JD Vance, special envoy Steve Witkoff, and Jared Kushner, Trump's son-in-law, received repeated approvals from the president while they were in Islamabad, giving them confidence a deal was close.

Canada's Carney has enjoyed a long political honeymoon. Mark Carney arrived on Canada's political scene last year as an Ivy League and Oxford educated economist and a former central banker for two countries. He had an impressive resume and ambitions to be prime minister but had never run for public office until replacing Justin Trudeau as Liberal leader. There was concern his lack of political experience would be a liability, but under his leadership, the Liberals won a minority government, which in a year had solidified into a narrow majority following the defection of five opposition members of parliament to his party. Carney tore up the rulebook, jumping from political neophyte to leading a G7 nation, and he is enjoying a lengthy honeymoon both in Canada and around the world as a globetrotting prime minister.

Lebanon's Ministry of Health has said Israeli strikes on the country on Sunday killed 14 people, including two children and two women, and injured 37. An Israel Defense Forces (IDF) spokesperson had earlier issued evacuation warnings for several villages in southern Lebanon, writing that residents must evacuate immediately, and that staying would be endangering their life. The IDF later said it had carried out artillery and aerial strikes targeting Hezbollah operatives and sites in southern Lebanon that it claims were used to advance attacks against IDF soldiers. It also said a 19-year-old IDF soldier had been killed and six others injured by a Hezbollah drone attack in Lebanon. Separately, Hezbollah launched three drones towards Israel, the IDF reported, which it said were intercepted by Israel's air force before they crossed the border.

Diplomacy is one of the most sophisticated activities in human society, involving complex interactions among multiple parties that require skills in social reasoning, negotiation, and long-term strategic planning. Previous AI agents have demonstrated their ability to handle multi-step games and large action spaces in multi-agent tasks. However, diplomacy involves a staggering magnitude of decision spaces, especially considering the negotiation stage required. While recent agents based on large language models (LLMs) have shown potential in various applications, they still struggle with extended planning periods in complex multi-agent settings. Leveraging recent technologies for LLM-based agents, we aim to explore AI's potential to create a human-like agent capable of executing comprehensive multi-agent missions by integrating three fundamental capabilities: 1) strategic planning with memory and reflection; 2) goal-oriented negotiation with social reasoning; and 3) augmenting memory through self-play games for self-evolution without human in the loop.