How growing UK midsize businesses are building in the AI era
admin-axhub · 2026-06-17
The UK’s 5-million-plus small and midsize businesses and enterprises (SMBs) are the backbone of our economy. Today, we…
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How Siemens "slices the elephant," advancing agentic workflows for industrial software development
admin-axhub · 2026-06-16
For technology companies like Siemens, software is the nervous system of factories, energy grids, and transportation n…
Cloud CISO Perspectives: The 4 lessons that guided AI Threat Defense
admin-axhub · 2026-06-15
Welcome to the first Cloud CISO Perspectives for June 2026. Today, we introduce Chris Betz as the new CISO of Google Cloud. For his first Cloud …
How to unlock true ROI in software development – a deep dive into the latest DORA research
admin-axhub · 2026-06-09
How do you prove the business value of generative AI to your teams?
Listen Labs raises $69M after viral billboard hiring stunt to scale AI customer interviews
admin-axhub · 2026-01-16
Alfred Wahlforss was running out of options. His startup, Listen Labs , needed to hire over 100 engineers, but competing against Mark Zuckerberg's $100 million offers seemed impossible. So he spent $…
Salesforce rolls out new Slackbot AI agent as it battles Microsoft and Google in workplace AI
admin-axhub · 2026-01-13
Salesforce on Tuesday launched an entirely rebuilt version of Slackbot , the company's workplace assistant, transforming it from a simple notification tool into what executives describe as a fully po…
Anthropic launches Cowork, a Claude Desktop agent that works in your files — no coding required
admin-axhub · 2026-01-12
Anthropic released Cowork on Monday, a new AI agent capability that extends the power of its wildly successful Claude Code tool to non-technical users — and according to company insiders, the team bu…
Nous Research's NousCoder-14B is an open-source coding model landing right in the Claude Code moment
admin-axhub · 2026-01-07
Nous Research , the open-source artificial intelligence startup backed by crypto venture firm Paradigm , released a new competitive programming model on Monday that it says matches or exceeds several…
민원 1,200만 건의 시대 — 한국 공공기관의 AI 전환
admin-axhub · 2026-07-05
권익위 민원은 18년 사이 30배가 됐다. 사람을 30배 뽑을 수 없는 조직들이 택한 경로 — 국내 공공 AX의 현재.
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AI가 답하기 전에 관련 문서를 먼저 검색해, 그 내용을 근거로 답하게 하는 방식입니다. 모델이 모르는 사내 자료나 최신 정보를 다루게 할 때 기본이 되는 구조입니다. 지어내기(환각)를 줄이는 대표적인 수단이지만, 검색이 부실하면 답도 부실해집니다.
임베딩으로 저장된 숫자 벡터들 사이에서 의미가 가까운 것을 찾는 검색 방식입니다. 키워드가 일치하지 않아도 뜻이 비슷하면 찾아준다는 점이 기존 검색과 다릅니다. 검색 품질이 나쁘면 RAG의 답변 품질도 함께 나빠지므로, 답이 이상할 때 먼저 점검할 지점입니다.
글의 의미를 숫자 벡터로 바꿔 저장하는 기법입니다. 단어가 달라도 뜻이 비슷하면 가까운 값이 되기 때문에, '표현이 달라도 같은 이야기'를 찾아내는 의미 검색의 기반이 됩니다. RAG에서 문서를 찾아오는 첫 단계가 보통 이것입니다.