Deep dives into AI, cloud infrastructure, and emerging technologies-blending technical depth with market perspective to help leaders make informed decisions.
Strategic analysis of AI, cloud, and emerging tech for technology leaders.
OpenAI’s GPT-5.3-Codex-Spark, the first model running on Cerebras’ wafer-scale silicon, delivers 1,000+ tokens per second for real-time coding. The move signals a broader shift toward heterogeneous AI compute and the end of GPU monoculture in inference.
OpenAI has begun testing ads in ChatGPT for free and Go tier users in the U.S., marking a pivotal shift in AI monetization strategy. With $200K minimum ad commitments and a rival Anthropic pledging to keep Claude ad-free, the move signals a deepening split in how AI companies plan to sustain their businesses.
India’s revised startup recognition framework doubles the turnover ceiling for general startups, formally defines deep tech ventures for the first time, and extends their eligibility to 20 years. The policy shift aligns regulatory timelines with the realities of science-led innovation and signals a structural push to attract long-horizon capital into Indian deep tech.
Salesforce has placed Heroku on sustaining engineering, halting new features and ending enterprise sales to new customers. For the platform that once defined developer deployment, this is not a sudden death but a controlled winding down that carries urgent implications for the thousands of teams still running production workloads on it.
OpenAI’s Frontier platform positions AI agents as enterprise coworkers with shared context, permissions, and performance management. But the real strategic signal is what it means for the future of SaaS licensing and the competitive dynamics of enterprise software.
This is an excerpt from the upcoming TNS eBook “Running Virtual Machines on Kubernetes: A Practical Roadmap for Enterprise Migrations” by Janakiram MSV. Preregister now for early access to the book when it’s released later this month. The enterprise IT landscape has been undergoing a fundamental transformation for years. Organizations across industries are adopting cloud […]
