iKala
The article discusses the technological divergence between the US and China in AI development, highlighting DeepSeek's new DeepSeek-OCR model. This model proposes a method to efficiently compress conversation history into visual representations, retaining key information while minimizing memory load. The potential implications for long-term AI interactions and cost optimization in AI development are significant.
Google officially announced Gemini Enterprise in October 2025, with major posts from Google CEO Sundar Pichai and Google Cloud CEO Thomas Kurian. Gemini Enterprise is an integrated AI platform for internal corporate use, revealing Google's immense ambition to integrate all of a client's internal data and become the "sovereign AI provider within the enterprise." Google's […]
Mira Murati's Thinking Machines Lab has launched its first product, Tinker, aimed at facilitating AI model fine-tuning for developers. Tinker simplifies the process by managing infrastructure and providing a flexible API for deeper control. This platform signifies a shift to "Fine-tuning-as-a-Service," democratizing AI customization for various users beyond large tech companies.
The article discusses the evolution from prompt engineering to context engineering in AI, defining context engineering as a systematic approach to optimizing the information provided to Large Language Models (LLMs). It emphasizes the importance of constructing a comprehensive context for effective AI performance, contrasting single-turn prompts with multi-layered context strategies to enable robust applications across diverse sectors.
The May 2025 "Trends – Artificial Intelligence" report by Mary Meeker emphasizes AI's emergence as a dominant technology, surpassing previous tech trends in speed and adoption. It highlights unprecedented user growth, significantly rising capital expenditures, and extensive implications for the global economy, competition, and regulatory frameworks, alongside associated risks and benefits of AI integration.