Author name: Cem Gulbal

Cem Gülbal is an Istanbul-based IT operations and system monitoring lead with more than 15 years of professional experience. He has worked across enterprise technology platforms including Jira, Grafana, Datadog and the Atlassian ecosystem. At Talk Tender, he writes research-driven analysis on artificial intelligence, quantum technology, robotics, space, science and cybersecurity, with a focus on how emerging technologies may shape work, society and everyday life.

Claude Opus AI model
AI

Inside Claude Opus 4.7: 1M Context and Adaptive Thinking

Anthropic has released Claude Opus 4.7, featuring a 1 million token context window and adaptive thinking capabilities. Designed for long-horizon complex tasks, this is not just a chatbot update — it represents a fundamental shift in how AI handles real-world work.

AI prediction framework
AI

CastMind: The AI That Checks Its Own Predictions

CastMind is a new AI framework that checks its own predictions before finalizing them. Developed at the University of Science and Technology of China, it uses a three-stage reasoning process for time series forecasting — and outperforms existing models significantly.

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