Blog | Baran Cezayirli

Signals: The Invisible Language of Search, Life, and Intelligence

September 14, 2025

6 min read

The AI we should develop is not just a mythical oracle but a choreography of signals: models that interpret data, systems that remember and share information, that inspire action.

The Hard Truth About AI and Production Code

September 1, 2025

3 min read

AI coding tools can generate functions in seconds, but production software needs consistency, maintainability, and human judgment that LLMs can’t provide.

The Evolution and History of AI Agents

July 15, 2025

9 min read

AI agentic

Uncover how AI agents work. This deep dive covers their shift from rule-based systems to reinforcement learning and the future of multi-agent collaboration.

Why Generative AI is Not the Silver Bullet for Tabular Data

June 26, 2025

7 min read

AI machine-learning data-science

Generative AI and LLMs struggle with tabular data. Discover why traditional models excel and learn the best solutions for finance, healthcare, and forecasting.

Riding the AI Rollercoaster: Learning from AI's Seasons of Hype and Hibernation

June 10, 2025

6 min read

AI machine-learning technology-leadership

AI's journey is full of booms and busts. Learn from past winters, assess today’s breakthroughs, and build a future-ready mindset for responsible AI use.

A Business Leader's Guide to Strategic AI Evaluation

May 29, 2025

10 min read

AI technology-leadership

Don't just chase AI trends. Learn to strategically evaluate AI's true potential for your business, identify real pain points & decide if it’s the optimal path.

The AI Paradox: How Innovation Can Lead to Failure

May 28, 2025