AI 업계의 최신 소식을 빠르게 확인하세요.
arXiv:2610.12542v1 Announce Type: new Abstract: Monte Carlo Tree Search MCTS is often proposed for scheduling directedacyclicgraph DAG workflows, yet most studies never run the comparison that could refute it giving a much simpler method the same search effort.
arXiv:2610.12593v1 Announce Type: new Abstract: The continued improvement of large language models increasingly depends on synthetic experience, yet effective data synthesis for interactive agents requires not only executable and verifiable trajectories, but also interactions that provide learning...
arXiv:2610.12596v1 Announce Type: new Abstract: Agentic large language models now tackle complex tasks, yet strategic reasoning over long horizons is understudied: most agentic benchmarks are short and episodic, and performance on long tasks is hard to dissect into stored knowledge, reasoning and...
arXiv:2610.12598v1 Announce Type: new Abstract: Reinforcement learning with verifiable rewards RLVR provides reliable supervision for software engineering agents through executable tests, but binary rewards fail to distinguish trajectories with substantially different debugging quality.
arXiv:2610.12655v1 Announce Type: new Abstract: LLM agents can execute increasingly complex tasks, but effective assistance also requires aligning their actions with goals and constraints that users may leave unstated. We study this problem as interactive intent alignment through clarification.
arXiv:2610.12659v1 Announce Type: new Abstract: Datacentric scaling of RLVR has focused on collecting or generating verifiable training problems. However, corpus size alone does not determine whether the dataset provides a useful learning signal for a target policy.
arXiv:2610.12762v1 Announce Type: new Abstract: Hardware datasheets contain engineering specifications essential for component selection, system integration, and hardware compatibility verification.
arXiv:2610.12781v1 Announce Type: new Abstract: Aligning two independently pretrained unimodal encoders typically demands millions of paired examples. In this paper, we study the regime where only $N \sim 100$$500$ pairs are available, while unpaired data on either side is abundant.
Apple will announce a new smart home hub on Tuesday called the HomeView, according to Bloomberg’s Mark Gurman. Over the past couple of years, we’ve seen There have been multiple reports that Apple was working on a new smart home product, but now it seems the product has a name and a launch date.
앤트로픽이 스타트업 지원 프로그램 ‘클로드 스타트업Claude Startups’ 신규 신청자에 대한 클로드 팀 1년 이용권과 1000달러 상당 API 크레딧 제공을 일시 중단했다. 프로그램 확대 발표 뒤 신청이 급증하면서 혜택 제공이 한도를 넘어섰다는 설명이다. 회사는 기존 신청서를 다시 검토하겠다고 밝혔으며, 일부 신청자의 승인 상태가 바뀔 수 있다고 안내했다.포브스는 9일현지시간 앤트로픽의 스타트업 지원 확대가 발표 후 사흘 만에 제동이 걸렸다고 보도했다. 앤트로픽은 앞서 자격을 갖춘 스타트업에 최대 5명이 사용할 수 있
'클로드 코드' 개발자인 보리스 체르니 앤트로픽 책임자가 AI에게 복잡한 지시문을 주기보다 직장 동료에게 말하듯 자연스럽게 요청하라고 조언했다. 원하는 결과와 작업에 들일 노력, 결과를 확인할 방법을 알려주는 것이 핵심이다.체르니 책임자는 7일현지시간 X에 “클로드에게 직장 동료처럼 말하라”며 “유도하는 특별한 비결은 없다. 대부분의 작업에서 지나치게 자세히 설명하거나 지시할 필요는 없다”고 썼다. AI 모델의 성능이 높아지면서 길고 정형화된 프롬프트를 세밀하게 설계해야 할 필요도 줄었다는 취지다.그가 제시한 기본 질문은 세 가
Less than 48 hours, TechCrunch Disrupt 2026 starts in San Francisco’s Moscone West. Save up to $100 on your pass before prices increase at the door, plus get 50% on a second pass. Or score other deals.