For much of 2026, artificial intelligence inside large companies resembled an open-ended experiment. Employees were encouraged to use AI assistants as much as possible. They generated code, summarised meetings, analysed data and produced reports at unprecedented speed. In some organisations, using more AI became a badge of honour rather than simply a way to improve…
This second post in our AI Application Security series is all about moving from planning to practice. AI Application Series 1: Security considerations when adopting AI tools established how AI adoption expands the attack surface and our threat-modelling guidance on the Microsoft security blog provided a structured approach to identifying risks before they reach production. Now we turn to what comes after you’ve threat-modelled your AI application, how you detect and…
Organizations should implement robust AI security frameworks that include regular testing for adversarial attacks, secure AI training pipelines with data validation, and continuous monitoring of AI model behavior in production. Essential mitigation strategies involve maintaining human oversight over critical AI applications, implementing input validation to prevent injection attacks, and establishing incident response procedures specifically for…
India’s developer ecosystem is evolving at a rapid pace- and it needs tools to keep up. AI-powered tools are reshaping software development by drastically reducing timelines – from long days of manual coding to mere minutes of AI-assisted code generation. AWS’ Hands-on-Lab at DevSparks Pune 2026 highlights this key industry shift, where technologies such as…
The price of a prompt is not a single number but a complex ecological transaction. For an image generated with NanoBanana Pro, nature pays with the extraction of gallium and copper, the evaporation of several milliliters of water, and a carbon release that requires several hours of a tree’s life to remediate. For an essay…
Companies themselves are increasingly offering internal training as they roll out generative AI. Citi, for example, has made AI prompt training mandatory for roughly 175,000–180,000 employees who can access its AI tools, framing it as a way to boost AI proficiency across the workforce. Deloitte’s AI Academy similarly aims to train more than 120,000 professionals…
1. What are AI prompts? AI prompts are instructions given to AI tools to generate useful, accurate, and task-specific responses. 2. How do AI prompts improve productivity? They help automate tasks, organize ideas, write faster, plan better, and make smarter decisions. 3. Are AI prompts useful for beginners? Yes, anyone can use simple prompts to…
