AI & RoboticsNews

From prompt chaos to clarity: How to build a robust AI orchestration layer

Editor’s note: Emilia will lead an editorial roundtable on this topic at VB Transform next week. Register today. AI agents seem like an inevitability these days. Most enterprises already use an AI application and may have deployed at least a single-agent system, with plans to pilot workflows with multiple agents. Managing all that sprawl, especially when attempting to build interoperability in…
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AI & RoboticsNews

OpenAI moves forward with GPT-4.5 deprecation in API, triggering developer anguish and confusion

Word spread quickly across the machine learning and AI community on the social network X yesterday: OpenAI was sending developers an email notifying them that the company would be removing one of its largest and most powerful large language models (LLMs), GPT-4.5 Preview, from the official OpenAI application programming interface (API) on July 14, 2025. However, as an OpenAI spokesperson told…
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AI & RoboticsNews

Beyond GPT architecture: Why Google’s Diffusion approach could reshape LLM deployment

Last month, along with a comprehensive suite of new AI tools and innovations, Google DeepMind unveiled Gemini Diffusion. This experimental research model uses a diffusion-based approach to generate text. Traditionally, large language models (LLMs) like GPT and Gemini itself have relied on autoregression, a step-by-step approach where each word is generated based on the previous one. Diffusion…
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AI & RoboticsNews

1Password and AWS join forces to secure AI, cloud environments for the enterprise

1Password, the Canadian password management company, announced Monday a strategic collaboration agreement with Amazon Web Services that puts the firm in position to capitalize on surging enterprise demand for security tools designed for artificial intelligence and cloud-native environments. The partnership is a major milestone for 1Password, which has transformed from a consumer-focused password…
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