I built the CRM I actually wanted to use from scratch with AI.
Astraを使い、構想から約2日で、クライアントとの関係を「3Dの街」として育てるWebアプリに。AIで作り、AIが入力・整理も支えるCRM「Relay」を紹介します。
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トランプ大統領は、AI開発を抑制すれば中国に優位を譲ると主張。主要AIラボが安全策の追いつく時間を求める一方、企業には規制待ちでなく、自ら速度と統制を両立する設計が迫られる。
apnews.com ↗ ↗今日一番気になったのは、AIの開発速度を落とすべきだという論調に、米政権が「中国に譲ることになる」と反発したことです。
速度を上げたい力と、安全策を追いつかせたい力が、はっきりぶつかり始めている。これ、国家間だけの話ではないと思うんです。
However...
企業が「安全か、速度か」を選ぶのも違う。早く出すのであれば、その分だけ、止められる設計、戻せる設計、誰が判断したかが残る設計を先に作る。
ここをルールや資料だけで済ませず、画面、業務フロー、権限、ログにまで落とす。
速く作ることと、安全に運用することは、本来は同じプロダクト設計の中にあるはずです。
AIで構想から実装までを速めながら、検証と回復も同じスピードで組み込む。そこまでやれる会社が、結局は一番速く前に進めると思っています。
AIで作って、使って、考えたこと。動画や画面とともに、開発の背景と気づきを紹介します。
Astraを使い、構想から約2日で、クライアントとの関係を「3Dの街」として育てるWebアプリに。AIで作り、AIが入力・整理も支えるCRM「Relay」を紹介します。
より詳しく見る →Go deeper on Claude Code and Codex updates, practical use, and this week’s AI industry news. Select a thumbnail to watch on YouTube.
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Updated daily · Last updated 2026-09-14
Anthropic CEO、AI開発の『ペース配分』と外部検証を提言
AI is moving from a standalone feature into the workflows, tools, and decisions that shape everyday products and businesses.
darioamodei.com ↗ ↗政府機関によるClaudeの監視用途が拡大、Anthropicが脅威報告
AI is moving from a standalone feature into the workflows, tools, and decisions that shape everyday products and businesses.
axios.com ↗ ↗Anthropic、AIの生物兵器転用につながる悪用を遮断
AI is moving from a standalone feature into the workflows, tools, and decisions that shape everyday products and businesses.
apnews.com ↗ ↗ChatGPT WorkとCodexに『Data plugin』、社内データから分析とレポートを生成
AI is moving from a standalone feature into the workflows, tools, and decisions that shape everyday products and businesses.
help.openai.com ↗ ↗GPT‑Live‑1、より自然な双方向音声体験をAPIで提供
AI is moving from a standalone feature into the workflows, tools, and decisions that shape everyday products and businesses.
openai.com ↗ ↗CodexとChatGPTが新たな抗菌物質候補の探索を支援
AI is moving from a standalone feature into the workflows, tools, and decisions that shape everyday products and businesses.
openai.com ↗ ↗Projects groups rules, knowledge, and repositories around a shared workspace. Agent quality increasingly depends on organizational context, not only individual prompts.
Projects groups rules, knowledge, and repositories around a shared workspace. Agent quality increasingly depends on organizational context, not only individual prompts.
cursor.com ↗ ↗Scheduled agent work and Jira context move AI development from one-off conversation toward continuous operations.
Scheduled agent work and Jira context move AI development from one-off conversation toward continuous operations.
github.blog ↗ ↗GitHub adds organization metrics for VS Code Agents
AI is moving from a standalone feature into the workflows, tools, and decisions that shape everyday products and businesses.
github.blog ↗ ↗AI Product Architect
Over 25 years in UI/UX design, product development and business development. Founded and led a company with a team of around 100 people.
Currently planning, designing and developing new products using AI.
Through AI Signal, I share discoveries from developing new products and the possibilities AI opens up for the future, while trying the latest AI technologies firsthand.
Profile, work and contact ↗Firefly, Veo, Runway, Kling, and Luma can be selected from the timeline. Generation and editing are becoming one continuous production experience.
Firefly, Veo, Runway, Kling, and Luma can be selected from the timeline. Generation and editing are becoming one continuous production experience.
blog.adobe.com ↗ ↗Luma AI releases Ray3, an HDR video model for professionals
AI is moving from a standalone feature into the workflows, tools, and decisions that shape everyday products and businesses.
lumalabs.ai ↗ ↗Gemini introduces Agentic Video for autonomous research across long videos
AI is moving from a standalone feature into the workflows, tools, and decisions that shape everyday products and businesses.
blog.google ↗ ↗Suno v6 rebuilds its model around licensed music from major labels
AI is moving from a standalone feature into the workflows, tools, and decisions that shape everyday products and businesses.
axios.com ↗ ↗ElevenLabs releases Music v2.5 with stronger sound and composition
AI is moving from a standalone feature into the workflows, tools, and decisions that shape everyday products and businesses.
elevenlabs.io ↗ ↗UMG and ElevenLabs partner on an AI music creation platform using licensed tracks
AI is moving from a standalone feature into the workflows, tools, and decisions that shape everyday products and businesses.
universalmusic.com ↗ ↗Google announces Gemini 3.8 Flash and a model specialized for cyber defense
AI is moving from a standalone feature into the workflows, tools, and decisions that shape everyday products and businesses.
blog.google ↗ ↗An OpenAI model proposes candidate solutions to the Navier–Stokes problem
AI is moving from a standalone feature into the workflows, tools, and decisions that shape everyday products and businesses.
openai.com ↗ ↗Claude fully formalizes Fermat’s Last Theorem in eleven days
AI is moving from a standalone feature into the workflows, tools, and decisions that shape everyday products and businesses.
anthropic.com ↗ ↗Agentforce is designed around work outcomes, long-running goals, multiple agents, and continuous improvement. The unit of adoption is shifting from chat to business results.
Agentforce is designed around work outcomes, long-running goals, multiple agents, and continuous improvement. The unit of adoption is shifting from chat to business results.
salesforce.com ↗ ↗Salesforce announces Enterprise AI Harness for shared context and control across AI systems
AI is moving from a standalone feature into the workflows, tools, and decisions that shape everyday products and businesses.
salesforce.com ↗ ↗F5 announces Workforce AI Security to control enterprise AI traffic and data use
AI is moving from a standalone feature into the workflows, tools, and decisions that shape everyday products and businesses.
f5.com ↗ ↗Each edition preserves its TOP SIGNAL, 21 news items, and EDITOR’S SIGNAL.