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arXiv:2607.01366v1 Announce Type: new Abstract: Federated learning FL research often depends on many small but consequential algorithmic choices: optimizer variants, server aggregation rules, local training schedules, normalization, regularization, and model architecture.
arXiv:2607.01394v1 Announce Type: new Abstract: We present Wiola, a fully original Small Language Model SLM architecture built from first principles, sharing no structural lineage with any existing model family including GPT, LLaMA, Mistral, or Falcon.
arXiv:2607.01425v1 Announce Type: new Abstract: Understanding large, complex codebases, especially those with obfuscated structures and incomplete documentation, remains a significant challenge.
arXiv:2607.01426v1 Announce Type: new Abstract: Autonomous customerservice agents are shifting from conversational interfaces toward operational execution roles: they retrieve firm records, apply service policies, and execute backend writes such as refunds, cancellations, exchanges, order...
arXiv:2607.01433v1 Announce Type: new Abstract: Divergent thinking is a crucial aspect of creativity, yet large language models LLMs tend to consistently generate similar responses to openended questions, in what has been termed the artificial hivemind effect.
arXiv:2607.01436v1 Announce Type: new Abstract: Diffusion language models, which generate text by denoising a token canvas bidirectionally instead of emitting tokens left to right, have become competitive with autoregressive AR generation.
arXiv:2607.01465v1 Announce Type: new Abstract: Large language models are trained to predict the next token, not to act inside a specific API.
arXiv:2607.01470v1 Announce Type: new Abstract: Clinical protocolexecution tasks checking a lab value, applying a threshold, placing a correctly structured FHIR order are natural candidates for RL from world feedback: once clinical SMEs encode decision logic into a verifier, that verifier grades...
arXiv:2607.01480v1 Announce Type: new Abstract: Reinforcement learning with verifiable rewards RLVR, along with recent selfdistillation variants such as SDPO, evaluates each rollout against a verifier and updates the policy from that episodelevel signal.
At an internal meeting, the Meta CEO reportedly said that AI development efforts were not moving as quickly as anticipated.
유럽의 법률 전문 출판사인 렉시온 퍼블리셔Lexxion Publisher가 발간하는 AI 법·규제 전문 저널 'AIRe: 저널 오브 AI 로 앤드 레귤레이션AIRe: Journal of AI Law and Regulation'이 한국을 비롯해 일본, 영국, 호주, 유럽연합EU 등 주요 국가 및 지역의 AI 규제 동향과 입법 현황을 집중 분석한 보고서를 2일 공개했다.이번 보고서에서 한국은 민경식 데이터 프라이버시 및 AI 거버넌스 전문가가 집필한 ‘브뤼셀과 실리콘밸리 사이: 한국 AI 기본법의 전략적 규제 하이브리드Be
일본에서 장마가 끝나고 본격적인 여름철 폭염이 시작되면서 열사병과 응급환자 증가에 따른 119 신고 급증이 예상되는 가운데, 일본전기주식회사이하, NEC가 인공지능AI을 활용해 소방 지령관의 긴급도 판정을 지원하는 시스템 개발에 나섰다. 일본의 긴급전화 체계에서 화재·구급 신고는 한국과 마찬가지로 119번을 사용한다.NEC는 2일 발표한 자료를 통해 119 신고 접수 과정에서 음성인식 AI와 생성형 AI 기반 구조화 기술을 활용해 신고자의 발화를 실시간으로 분석하고, 긴급도 판정에 필요한 정보를 자동으로 정리하는 AI 입력