OpenAI's ChatGPT Enterprise Sees 97% Adoption at Univé

Andrej Karpathy, formerly of OpenAI, has emphasized the importance of skills like spec design, diff review, and security oversight in agentic engineering. He identified December 2025 as a turning point when agent-generated code became more coherent and reliable.

Databricks has introduced a new architectural blueprint for agentic systems in media buying, aiming to automate manual coordination in advertising and allow professionals to focus on strategy and creative elements.

The Martha and Spencer Love School of Business at Elon University has launched an AI Student Fellows program, pairing undergraduate students with faculty members to support AI-related projects.

In AI development, experts explain the differences between prompt engineering, loop engineering, and graph engineering. These techniques are not competing but rather stacked units of control.

Univé, a Dutch insurance company, has seen significant adoption of OpenAI's ChatGPT Enterprise, with 97% of employees activated and 85% weekly active users.

Scientists have developed an AI-powered telescope that automatically determines where to point and observe celestial objects, reducing the complexity and time required for astronomers to plan observations.

Sam Altman, CEO of OpenAI, claims that we are now in the singularity with AI, but some experts disagree.

OpenAI is planning to enter the consumer hardware market with an AI-powered smart speaker that integrates with ChatGPT and includes cameras and sensors to provide personalized experiences.

A Canadian student has developed an AI robot turtle designed to help solve the microplastics problem, with 94 percent accuracy in distinguishing microplastics from other microparticles.

Key Takeaways

• Andrej Karpathy emphasizes skills like spec design and security oversight in agentic engineering. • Databricks introduces a new architectural blueprint for agentic systems in media buying. • Elon University launches an AI Student Fellows program. • Techniques like prompt engineering, loop engineering, and graph engineering are explained. • Univé sees significant adoption of OpenAI's ChatGPT Enterprise. • An AI-powered telescope simplifies astronomers' observations. • Sam Altman claims we are in the AI singularity, but experts disagree. • OpenAI plans to enter the consumer hardware market with an AI-powered smart speaker. • An AI robot turtle tackles the microplastics problem with 94 percent accuracy.

Andrej Karpathy Pushes Agentic Engineering Forward

Andrej Karpathy, formerly of OpenAI, spoke at Sequoia AI Ascent 2026 about the future of agentic engineering. He argued that professionals who master skills like spec design, diff review, eval loops, and security oversight can unlock significant performance gains. Karpathy identified December 2025 as a turning point when agent-generated code became more coherent and reliable. He emphasized the importance of rigorous evaluation and oversight in agentic workflows.

Databricks Revolutionizes Agentic Media Buying

Databricks has introduced a new architectural blueprint for agentic systems in media buying. The company's solution aims to automate manual coordination in advertising, allowing professionals to focus on strategy and creative elements. Databricks' platform provides a robust foundation for managing data, trust, and operational visibility. The company has developed a reference implementation for agentic media buying on its platform.

Elon University AI Student Fellows Program

The Martha and Spencer Love School of Business at Elon University has launched an AI Student Fellows program. The program pairs undergraduate students with faculty members to support AI-related projects. The student fellows have developed and delivered workshops, interview faculty, and built materials for future courses and boot camps.

The Differences Between Prompt, Loop, and Graph Engineering

The article explains the differences between prompt engineering, loop engineering, and graph engineering in AI. These techniques are not competing but rather stacked units of control. Prompt engineering focuses on writing instructions for a single model response. Loop engineering involves designing goal-oriented loops for agents. Graph engineering organizes multiple agents and their interactions.

Univé's AI Transformation Journey

Univé, a Dutch insurance company, has embarked on an AI transformation journey using OpenAI's ChatGPT Enterprise. The company aims to build an AI-ready workforce by providing employees with the necessary tools and governance. Univé has seen significant adoption of ChatGPT Enterprise, with 97% of employees activated and 85% weekly active users.

AI-Powered Telescope Makes Stargazing Easier

Scientists have developed an AI-powered telescope that automatically determines where to point and observe celestial objects. The system uses deep learning to optimize telescope scheduling, reducing the complexity and time required for astronomers to plan observations. The AI system has completed two successful observing runs on the Blanco Telescope.

Debating the AI Singularity Claim

Sam Altman, CEO of OpenAI, claims that we are now in the singularity with AI. However, some experts disagree, arguing that today's AI systems lack the capability to improve themselves or hold goals of their own. The concept of the singularity refers to a point where machine intelligence surpasses human intelligence.

OpenAI's Consumer Hardware Plans

OpenAI is planning to enter the consumer hardware market with an AI-powered smart speaker. The device will integrate with ChatGPT and include cameras and sensors to provide personalized experiences. This move signals a new phase in AI adoption, focusing on trust and user experience.

AI Robot Turtle Tackles Microplastics Problem

A Canadian student has developed an AI robot turtle designed to help solve the microplastics problem. The turtle follows predetermined search routes, regulates its own depth, and analyzes water directly. The invention has shown 94 percent accuracy in distinguishing microplastics from other microparticles.