翻译记录

• Why AI Needs Enterprise Context More Than a Full Ontology | by Vikas Malik | Snowflake Builders Blog: Data Engineers, App Developers, AI, & Data Science | Aug, 2026 | Medium
  https://medium.com/snowflake/why-ai-needs-enterprise-context-more-than-a-full-ontology-4701c45058d2
• Microsoft just admitted its biggest AI mistake — and spent $2.5 billion fixing it - The New Stack
  https://thenewstack.io/enterprise-ai-model-routing/
• How Amazon Bedrock catches AI-generated phishing | Artificial Intelligence
  https://aws.amazon.com/blogs/machine-learning/how-amazon-bedrock-catches-ai-generated-phishing/
• Introducing Genie One, Genie Agents, and Genie Ontology | Databricks Blog
  https://www.databricks.com/blog/introducing-genie-one-genie-ontology-and-genie-agents?utm_source=twitter&utm_medium=organic-social
• Achieving operational excellence with AI | MIT Technology Review
  https://www.technologyreview.com/2026/07/02/1140045/achieving-operational-excellence-with-ai/
• 3 Years of Graph Engineering with LangGraph
  https://www.langchain.com/blog/3-years-of-graph-engineering-with-langgraph
• How LangChain Built an Agent-First Data Stack
  https://www.langchain.com/blog/agent-data-stack
• How Similarweb Evaluates Agent Reports with LangSmith
  https://www.langchain.com/blog/how-similarweb-evaluates-long-form-agent-research-reports-with-langsmith
• What Is Graph Engineering? A Field Guide for Builders
  https://theaioperator.io/p/what-is-graph-engineering-a-field
• X
  https://x.com/IntuitMachine/article/2078419526354378975
• Graph Engineering for AI Agents
  https://www.eigent.ai/blog/graph-engineering-ai-agents
• Medium
  https://medium.com/@GaoDalie_AI/forget-loop-engineering-graph-engineering-is-about-this-713a9cf2e985
• How building software is changing at Anthropic
  https://newsletter.pragmaticengineer.com/p/inside-anthropic
• (1) What is Chunking in RAG? Chunk Size, Overlap, Strategy
  https://theaiengineer.substack.com/p/what-is-chunking
• SQLite vs DuckDB on the same $16 box: every cliff moved 100x · Traceway
  https://tracewayapp.com/blog/sqlite-vs-duckdb
• Graph Engineering Needs a Compiler — Fluxtion blog
  https://fluxtion-playground.dev/blog/2026-07-29-graph-engineering-needs-a-compiler
• Scientific computing in the age of agentic AI | OpenAI
  https://openai.com/index/scientific-computing-agentic-ai/
• The foundational elements of AI architecture that IT leaders need to scale | MIT Technology Review
  https://www.technologyreview.com/2026/07/07/1139413/the-foundational-elements-of-ai-architecture-that-it-leaders-need-to-scale/
• Cloud Monitoring adds long-lookback alert policies for PromQL | Google Cloud Blog
  https://cloud.google.com/blog/products/management-tools/cloud-monitoring-adds-long-lookback-alert-policies-for-promql/
• A new study just debunked the biggest fear about AI and open source - The New Stack
  https://thenewstack.io/ai-open-source-newcomers-study/
• Benchmarking Coding Agents on Databricks’ Multi-Million Line Codebase | Databricks Blog
  https://www.databricks.com/blog/benchmarking-coding-agents-databricks-multi-million-line-codebase
• The Most Beautiful Statistic: The History and the Science of the Humble Mean | Towards Data Science
  https://towardsdatascience.com/the-most-beautiful-statistic-the-history-and-the-science-of-the-humble-mean/
• Your LLM Has a Spending Problem - How Prompts, Context Windows, and Agent Loops Quietly Torch Your Budget
  https://www.shankuehn.io/post/your-llm-has-a-spending-problem-how-prompts-context-windows-and-agent-loops-quietly-torch-your-b
• The AI Productivity Paradox - Silicon Valley Product Group : Silicon Valley Product Group
  https://www.svpg.com/the-ai-productivity-paradox/
• The Rise of Intelligence Ownership: a task-trained open source model vs the frontier
  https://fermisense.com/when-machines-take-the-wheel/
• Reducing Human Annotation with ML Active Learning | Towards Data Science
  https://towardsdatascience.com/reducing-human-annotation-with-ml-active-learning/
• PyTorch: a reference language — PyTorch DevLog
  https://docs.pytorch.org/devlogs/compiler/2026-07-25-pytorch-a-reference-language/
• The AI Era Is Changing What It Means To Be A CEO
  https://centricconsulting.com/blog/the-ai-era-is-changing-what-it-means-to-be-a-ceo/
• The Archaeologist’s Copilot
  https://martinfowler.com/articles/archaeologist-copilot.html
• AI Demands More Engineering Discipline, Not Less – O’Reilly
  https://www.oreilly.com/radar/ai-demands-more-engineering-discipline-not-less/