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- AI Evaluation
The Benchmark Problem: Why LLM Tests Are Losing Their Meaning
Top models achieve over 95% on many classic tests – but what does this really mean? Benchmark inflation makes honest evaluations harder and more important than ever.
Published on August 13, 2025 · by Michael J. Baumann - Semantic Search
The Future of Search Is Semantic
Semantic search understands intentions instead of just keywords and delivers precise results, even when the exact terms are not known. This works in your company too.
Published on July 18, 2025 · by Michael J. Baumann - Swiss AI Project
Can the Swiss LLM Compete?
Switzerland is releasing its own Large Language Model in 2025, developed by ETH Zurich, EPFL, and CSCS. The project focuses on transparency, data privacy, and linguistic diversity – but can it compete with AI giants like OpenAI or Meta?
Published on July 11, 2025 · by Michael J. Baumann - A Failed Experiment
AI as an Entrepreneur? Better not (yet).
Anthropic let its AI «Claude» run a vending machine for a month. The result: impressive skills, but also costly mistakes and an identity crisis. What does this mean for businesses?
Published on June 27, 2025 · by Michael J. Baumann - More than just ChatGPT
Why Open Source is Often the Better Choice for Your Business
Open-source AI models offer businesses significant advantages in data protection, control, and customization. Modern alternatives to ChatGPT are no longer second choice.
Published on June 21, 2025 · by Michael J. Baumann - Manifest
Artificial Intelligence. Real Impact.
AI evolves from experimental tool to strategic success factor. Companies implementing effectively today create sustainable competitive advantage tomorrow.
Published on June 14, 2025 · by Michael J. Baumann