army
Syrian army, Kurdish-led SDF accuse each other of ceasefire violations
How many Syrians have returned? A ceasefire between the Syrian army and the Kurdish-led Syrian Democratic Forces (SDF) appears to be largely holding, even as the two sides have accused each other of violating its terms. The army on Sunday said the SDF launched multiple drone attacks in the Aleppo countryside, while the United States-trained Kurdish forces on Monday accused the army of targeting a Kurdish-majority city near the Turkish border. An initial four-day ceasefire between the Syrian army and the SDF was extended by 15 days soon after it expired on Saturday night. The official Syrian Arab News Agency (SANA) reported that the SDF launched more than 25 explosive drones on the army positions in the Aleppo countryside on Sunday, breaching the newly extended ceasefire.
- North America > United States (1.00)
- Asia > Middle East > Syria > Aleppo Governorate > Aleppo (0.48)
- South America (0.41)
- (8 more...)
- Government > Regional Government > Asia Government > Middle East Government > Syria Government (1.00)
- Government > Military (1.00)
Deadly attack on kindergarten reported in Sudan
A drone attack on the town of Kalogi, in Sudan's South Kordofan region, is said to have hit a kindergarten and killed at least 50 people, including 33 children. The Rapid Support Forces (RSF), the paramilitary group battling the army in Sudan's civil war, was accused of Thursday's attack by a medical organisation, the Sudan Doctors' Network, and the army. There was no immediate comment from the RSF. The RSF in turn accused the army of hitting a market on Friday in a drone attack in the Darfur region, on a fuel depot at the Adre border crossing with Chad. Sudan has been ravaged by war since April 2023 when a power struggle broke out between the RSF and the army, who were formerly allies .
- North America > United States (0.31)
- North America > Central America (0.16)
- Oceania > Australia (0.06)
- (21 more...)
- Asia > South Korea (0.14)
- Europe > Sweden > Stockholm > Stockholm (0.04)
- Asia > China > Jiangsu Province > Nanjing (0.04)
- Research Report > New Finding (1.00)
- Research Report > Experimental Study (1.00)
- Overview (0.67)
- Leisure & Entertainment > Sports (1.00)
- Leisure & Entertainment > Games > Computer Games (1.00)
- Information Technology (1.00)
- Government > Military (1.00)
- Information Technology > Artificial Intelligence > Natural Language > Large Language Model (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.95)
- Information Technology > Artificial Intelligence > Machine Learning > Reinforcement Learning (0.67)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Agents (0.67)
Why Trump's White House is using video game memes to recruit for ICE
The image of Donald Trump as Halo protagonist Master Chief posted on the White House's X account. The image of Donald Trump as Halo protagonist Master Chief posted on the White House's X account. Why Trump's White House is using video game memes to recruit for ICE A recent spate of posts has garnered attention, but Trump and his allies have long been using gaming imagery to mobilise a toxic subculture of'rootless white males' J ust days after Microsoft announced Halo: Campaign Evolved, the next game in its famous science-fiction series, the White House shared an interesting picture on X . The image, which appears to be AI-generated, shows President Donald Trump wearing the armour of Halo's iconic protagonist, Master Chief, standing in salute in front of an American flag that's missing several stars. In his left hand is an energy sword, a weapon used by the alien enemies in the Halo games.
- North America > United States (1.00)
- Oceania > Australia (0.05)
- Europe > Ukraine (0.05)
- Asia > China > Hong Kong (0.05)
- Information Technology > Communications > Social Media (1.00)
- Information Technology > Artificial Intelligence > Games (0.76)
The real killer of Napoleon's army revealed by DNA testing
Science Archaeology The real killer of Napoleon's army revealed by DNA testing It wasn't typhus that plagued his troops. Breakthroughs, discoveries, and DIY tips sent every weekday. Napoleon Bonaparte's catastrophic invasion of the Russian Empire remains one of history's greatest military blunders . In the summer of 1812, the French emperor set out across Eastern Europe's Neman River with over 615,000 Grand Army troops intent on forcing their foe to agree to a continental blockade against the United Kingdom. In less than six months, over a half a million of Napoleon's soldiers had succumbed to starvation, hypothermia, and disease .
- Europe > United Kingdom (0.35)
- Europe > Eastern Europe (0.25)
- Europe > Lithuania (0.15)
Ancient Roman mass grave shows its army's ethnic diversity
Science Archaeology Ancient Roman mass grave shows its army's ethnic diversity Part of the empire's strength was drawn from its different populations. Breakthroughs, discoveries, and DIY tips sent every weekday. Among its many feats, Rome featured one of history's most organized and successful military forces . Its organization and deployment helped solidify the empire's centuries-long reign across the Mediterranean, Western Asia, North Africa, and Europe. In Croatia, archaeologists have discovered a mass grave dating back to the third century CE that indicates another key to Roman military strength: the diversity of its soldiers.
- Europe > Croatia (0.26)
- Asia (0.25)
- Africa > North Africa (0.25)
- (3 more...)
Drone attack in Sudan threatens Khartoum airport's reopening: Reports
Drone attack in Sudan threatens Khartoum airport's reopening: Reports A series of drone attacks has hit areas in Sudan's capital, including near Khartoum international airport, a day before its long-awaited reopening, according to the AFP news agency and Sudanese media reports. Witnesses told AFP they heard drones over central and southern Khartoum early on Tuesday. A wave of explosions was reported near the airport between 4am and 6am (02:00-04:00 GMT). The airport has been shut since fighting erupted in April 2023 between the Sudanese army and the paramilitary Rapid Support Forces (RSF), badly damaging infrastructure. Sudan's Rakoba News, citing witnesses, reported more than eight blasts in and around the airport.
- Africa > Sudan > Khartoum State > Khartoum (1.00)
- Africa > Sudan > Khartoum (1.00)
- North America > United States (0.32)
- (9 more...)
- Transportation > Infrastructure & Services > Airport (1.00)
- Transportation > Air (1.00)
- Asia > Russia (0.15)
- South America > Argentina (0.14)
- Europe > Russia (0.05)
- (6 more...)
- Government > Regional Government > North America Government > United States Government (1.00)
- Government > Military > Army (1.00)
- Information Technology > Communications > Social Media (0.74)
- Information Technology > Artificial Intelligence > Robots > Autonomous Vehicles > Drones (0.68)
Agents of Change: Self-Evolving LLM Agents for Strategic Planning
Belle, Nikolas, Barnes, Dakota, Amayuelas, Alfonso, Bercovich, Ivan, Wang, Xin Eric, Wang, William
We address the long-horizon gap in large language model (LLM) agents by enabling them to sustain coherent strategies in adversarial, stochastic environments. Settlers of Catan provides a challenging benchmark: success depends on balancing short- and long-term goals amid randomness, trading, expansion, and blocking. Prompt-centric LLM agents (e.g., ReAct, Reflexion) must re-interpret large, evolving game states each turn, quickly saturating context windows and losing strategic consistency. We propose HexMachina, a continual learning multi-agent system that separates environment discovery (inducing an adapter layer without documentation) from strategy improvement (evolving a compiled player through code refinement and simulation). This design preserves executable artifacts, allowing the LLM to focus on high-level strategy rather than per-turn reasoning. In controlled Catanatron experiments, HexMachina learns from scratch and evolves players that outperform the strongest human-crafted baseline (AlphaBeta), achieving a 54% win rate and surpassing prompt-driven and no-discovery baselines. Ablations confirm that isolating pure strategy learning improves performance. Overall, artifact-centric continual learning transforms LLMs from brittle stepwise deciders into stable strategy designers, advancing long-horizon autonomy.
- North America > United States > California > Santa Barbara County > Santa Barbara (0.04)
- Asia > Thailand > Bangkok > Bangkok (0.04)
- Asia > China (0.04)
Large Language Models Play StarCraft II: Benchmarks and A Chain of Summarization Approach Weiyu Ma
With the continued advancement of Large Language Models (LLMs) Agents in reasoning, planning, and decision-making, benchmarks have become crucial in evaluating these skills. However, there is a notable gap in benchmarks for real-time strategic decision-making. StarCraft II (SC2), with its complex and dynamic nature, serves as an ideal setting for such evaluations. To this end, we have developed TextStarCraft II, a specialized environment for assessing LLMs in real-time strategic scenarios within SC2. Addressing the limitations of traditional Chain of Thought (CoT) methods, we introduce the Chain of Summarization (CoS) method, enhancing LLMs' capabilities in rapid and effective decision-making. Our key experiments included: 1. LLM Evaluation: Tested 10 LLMs in TextStarCraft II, most of them defeating L V5 build-in AI, showcasing effective strategy skills.
- Asia > South Korea (0.14)
- Europe > Sweden > Stockholm > Stockholm (0.04)
- Asia > China > Jiangsu Province > Nanjing (0.04)
- Research Report > New Finding (1.00)
- Research Report > Experimental Study (1.00)
- Overview (0.67)
- Leisure & Entertainment > Sports (1.00)
- Leisure & Entertainment > Games > Computer Games (1.00)
- Government > Military (1.00)