Day: December 26, 2025
LLM Evaluation Tools: How to Measure What Matters When Comparing Evaluation Frameworks
A neutral, evidence-based guide to key LLM evaluation tools, what they actually measure, trade-offs, pricing and data/privacy considerations. Covers OpenAI Evals, LM‑Eval‑Harness, Hugging Face Evaluate, HELM and practical alternatives so teams can choose the right evaluation approach for real-world LLM development.
Consumer AI: New Behaviors and Expectations — Verified Signals, Drivers, and Practical Implications
This analytical article examines how consumer AI is changing everyday behaviors, the verified signals driving adoption, where experts disagree, and practical takeaways for product teams, creators, and users. It separates documented facts from open uncertainties and cites industry reports, surveys, and vendor announcements.
AI Micro-SaaS: From Idea to Launch — A practical guide to building, launching, and monetizing AI-powered micro-SaaS
A realistic, ROI-focused playbook for founders and makers who want to build an AI Micro-SaaS: From Idea to Launch. Covers business models, step-by-step execution, costs and tooling (OpenAI, Hugging Face, AWS, Stripe), timelines, compliance risks (GDPR, data use), and the metrics you must track to prove unit economics.
Agentic AI in 2026: What’s Real vs Hype — Evidence-led assessment for teams and leaders
A balanced, source‑based look at agentic AI in 2026: what current products and research actually deliver, where risks and uncertainties remain, and practical guidance for teams, creators, and users deciding whether and how to adopt agentic systems.