DATA-PIPELINES
30 days · UTC
Synchronizing with global intelligence nodes...
AI model training isn’t your biggest cost center anymore—the exploration, data, and eval work are
New research suggests final training runs are a small share of AI model costs, with exploration, data work, and evaluation dominating spend. Epoch AI...
Golden sets and real-time scoring: patterns for trustworthy AI pipelines
Three recent pieces outline how to build trustworthy AI decision systems by combining golden-set evaluation, calibrated real-time scoring, and reliabl...
2026 priority for backend/data teams: safe-by-design AI
AI experts urge a shift to "safe by design" systems by 2026, emphasizing built‑in guardrails, monitoring, and accountability across the stack—translat...
LLMs Need Briefs, Not Prompts: Constrain and Ground With Your Data
Treat LLMs (e.g., ChatGPT, Copilot, DeepSeek) as consultants that need a domain brief: anchor prompts with concrete entities and constraints, and avoi...
Copilot Money adds a web app alongside iOS/iPadOS/macOS
A sponsored video announces Copilot Money now offers a brand-new web app in addition to its iOS, iPadOS, and macOS clients. This expands access to per...
Fix Source Ingestion: Deduplicate and Relevance-Filter YouTube Inputs
The input set contains the same YouTube video twice and content unrelated to backend/AI-in-SDLC, exposing gaps in our ingestion pipeline. Add determin...