RETROSPECTIVE ENTRY POINTS
AOIFUTURE News index
公開済みの Rolling Edition、Active Context、topic、source を有限の入口として示します。
By Edition
By Context
By topic
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セキュリティ
モデルやエージェントの能力評価、防御、アクセス制御。
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モデル
モデル能力、提供形態、複数モデルの運用。
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政策・ガバナンス
公開判断、透明性、運用ルール。
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AIエージェント
ツール利用、ハーネス、継続的な実行設計。
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研究
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ツール
開発、レビュー、知識更新を支える製品機能。
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創造的AI
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AIセキュリティ
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AIガバナンス
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AIエージェント
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開発ツール
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AIの効果測定
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AIインフラ
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AI政策
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視覚ツール利用
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AIエージェントの評価と監査
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エージェントのスキル検索
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AIエージェントの信頼性
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AIエージェントのセキュリティ
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推論システム
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接続型AIの運用
データとツールへの接続、停止、移行、負荷、認証失敗を含む運用境界。
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運用AIの権限
業務と研究に入るAIの権限、引き継ぎ、継続調整、検証を扱う。
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AI実装基盤
AIを安全かつ持続的に動かす修正、推論費用、ネットワーク、検証の基盤を扱う。
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AI委任の制御
AIへ仕事を渡す際の完了条件、行動経路、停止、検証を扱う。
By source
- openai.com / Responding to the next frontier of critical cyber capabilities
- arxiv.org / HarnessOpt-Bench: Evaluating LLMs at Harness Optimization
- blog.cloudflare.com / Unifying Workers AI and AI Gateway into a single AI control plane
- github.blog / Copilot code review effort levels are generally available
- workspaceupdates.googleblog.com / Automatically add sources to your Gemini Notebooks in Workspace Studio
- arxiv.org / MirrorWorld: Taming Video Diffusion Models for Mirror Reflection Generation
- arxiv.org / Taxonomy-Driven Analysis of Open-Source AI Risk Mitigation Tools
- blog.cloudflare.com / The Agent Development Lifecycle has arrived on Cloudflare
- github.blog / Copilot impact dashboard adds a return on investment section
- github.blog / Copilot usage metrics API adds agent app activity
- blog.cloudflare.com / Catching rogue AI behavior with identity-aware analytics
- arxiv.org / CoinRAG: Contextualized Information Nugget KV Cache Reuse for Long-Context RAG
- arxiv.org / CreativeInstruct: Scalably Teaching LLMs to Balance Quality, Creativity, and Diversity
- www.gov.uk / Sovereign AI invests in UK startup reinventing AI chips
- arxiv.org / The Illusion of Visual Tool-Use: A Causal Audit of Thinking with Images
- arxiv.org / Comparative Approaches to Agent Retrieval over Large Skill Libraries
- arxiv.org / Real-Time Detection and Repair of LLM Agent Failures
- arxiv.org / Magnet: Detecting Cross-Session AI Misuse Through Capability Accumulation
- arxiv.org / Finite-Sample Coverage Audits for High-Recall Candidate Generation
- arxiv.org / When Does Recurrence Become an Algorithm? Convergence Selection in Weight-Tied Looped Transformers
- openai.com / Launching Health in ChatGPT
- claude.com / Think through hard problems in voice mode
- github.com / v4.0.0-rc.0
- github.com / v0.119.0
- cloud.google.com / The Blueprint: How Voicify makes AI-enabled ordering a delight for customers
- github.com / Auth.js: Configuration errors can cause existence-based auth checks to fail open (auth object populated with an error)
- openai.com / Introducing OpenAI Presence
- research.google / Towards a quantum computer that learns from its errors
- github.com / AI Agents Project Viewer Privilege Escalation via run_node_tool
- cloud.google.com / Now in preview: Find and fix software vulnerabilities with CodeMender
- blogs.cisco.com / Introducing Antares: Highly Efficient Open Weight AI Models for Vulnerability Localization
- blog.google / Introducing Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber
- blogs.nvidia.com / NVIDIA Spectrum-6 Arrives in Gigascale AI Factories
- www.atlassian.com / The future of Jira isn’t just tracking work. It’s delegating it.
- openai.com / Safety and alignment in an era of long-horizon models
- blogs.nvidia.com / At SIGGRAPH, NVIDIA Advances Graphics and Simulation With Agentic and Physical AI