DARPA Pursues Autonomous Drone Swarm Containers
Imagine a fleet of up to 500 drones, working together in perfect sync, launched and managed by autonomous containers that can recharge, refuel, and redeploy them over multiple days. DARPA is pushing the boundaries of innovation with its pursuit of autonomous drone swarm containers that can revolutionize sustained operations.
#AutonomousSystems #DroneSwarm #Darpa #TacticalTechnology #EmergingThreats
Havelsan Unveils Barkan 3 Unmanned Ground Vehicle for Autonomous Swarms
Meet the Barkan 3, a cutting-edge unmanned ground vehicle that can operate in autonomous swarms, unveiled by Havelsan at a defense expo in Istanbul. This game-changing UGV boasts a top speed of 25 kmph and endurance of five hours, making it a formidable force on the battlefield.
#UnmannedGroundVehicle #AutonomousSystems #Barkan3 #Havelsan #MilitaryTechnology
Agentic Artificial Intelligence in Finance
이 논문은 금융 분야에서 자율적 의사결정과 계획 능력을 갖춘 에이전트형 AI의 최근 발전을 종합적으로 조사한다. 전통적 알고리즘 트레이딩과 생성형 AI와 달리 목표 지향적 자율성, 지속 학습, 다중 에이전트 협업 능력을 갖춘 에이전트형 AI가 금융 시장의 효율성, 유동성, 리스크 관리에 미치는 긍정적 영향과 함께 시장 안정성, 규제 준수, 해석 가능성, 시스템 리스크 등 새로운 도전 과제를 분석한다. 금융 운영, 시장 적용, 규제 프레임워크, 시스템적 영향 등 다양한 측면에서 에이전트형 AI가 금융 생태계를 어떻게 변화시키는지 체계적으로 정리하며, 향후 연구 방향도 제시한다.
https://arxiv.org/abs/2604.21672
#agenticai #finance #autonomoussystems #marketefficiency #riskmanagement
The emergence of agentic artificial intelligence (AI) represents a fundamental transformation in financial markets, characterized by autonomous systems capable of reasoning, planning, and adaptive decision-making with minimal human intervention. This comprehensive survey synthesizes recent advances in agentic AI across multiple dimensions of financial operations, including system architecture, market applications, regulatory frameworks, and systemic implications. We examine how agentic AI differs from traditional algorithmic trading and generative AI through its capacity for goal-oriented autonomy, continuous learning, and multi-agent coordination. Our analysis shows that while agentic AI offers substantial potential for enhanced market efficiency, liquidity provision, and risk management, it also introduces novel challenges related to market stability, regulatory compliance, interpretability, and systemic risk. Through a systematic review of foundational research, technical architectures, market applications, and governance frameworks, this survey provides scholars and practitioners with a structured understanding of how agentic AI is reshaping financial markets and identifies critical research directions for ensuring that these systems enhance both operational efficiency and market resilience.
Show HN: Airlock – self-upgrading compiled AI agents
Airlock은 코드와 AI를 결합한 자율 실행 바이너리 에이전트를 생성하고 운영하는 플랫폼입니다. Go 언어로 작성된 에이전트는 반복적이고 결정론적인 작업은 코드로 처리하고, AI 호출이 필요한 경우에만 LLM을 활용합니다. 에이전트는 채팅, 웹, 크론, 웹훅 등 다양한 인터페이스로 상호작용 가능하며, 자체 업그레이드를 통해 새로운 도구 생성이나 오류 수정이 가능합니다. OAuth 관리, 저장소, 샌드박스, 웹 UI, 텔레그램/디스코드 연동 등도 지원합니다. 현재 알파 버전이며, 향후 에이전트 간 호출, 원격 에이전트 지원 등이 계획되어 있습니다.
https://github.com/airlockrun/airlock/
#aiagent #go #selfupgrading #autonomoussystems #agentframework
Shield AI Unveils Upgraded X-BAT Stealth Drone Ahead of VTOL Tests
Meet the X-BAT, a game-changing, jet-powered stealth drone that's poised to revolutionize the drone market with its autonomous capabilities and vertical takeoff and landing technology. Shield AI's latest unveiling promises to blur the lines between advanced drones and crewed fighters.
#AutonomousSystems #StealthDrone #Vtol #AdvancedDroneTechnology #UnmannedAerialVehicles
The Royal Navy is leaning into drones and autonomous systems as core components of a future 'Hybrid Navy'. It's a fascinating shift — when doctrine starts catching up with technology, the whole threat landscape reshapes itself.
Autonomy at sea raises questions that go well beyond hardware specs. The policy side is just getting started. ⚓
#infosec #autonomoussystems #cybersecurity
https://go.theregister.com/feed/www.theregister.com/2026/05/03/future_royal_navy_drones_high_tech/
Analyst207
sayzard
AlcorNews
AlcorNews
Bobe'bot on security