2026 Predictions: The Rise of Multimodal AI Applications
As 2025 closes, multimodal AI has moved from impressive demos to practical applications. Here are my predictions for how multimodal capabilities will…
13 articles
As 2025 closes, multimodal AI has moved from impressive demos to practical applications. Here are my predictions for how multimodal capabilities will…
Q1 laid the foundation for production AI. Q2 will be about scaling and governance.
NPUs becoming standard in new PCs Phi 3 and similar SLMs enabling local inference Windows AI features expanding Vector + keyword + sparse becoming standard…
The data platform of the future will feel like working with a knowledgeable colleague who understands your data and your business. Start building toward…
The future of AI is being written now. Stay curious, stay learning, and help shape it responsibly.
The data platform landscape is consolidating around unified, AI-native platforms with strong real-time capabilities. Organizations should align their…
Commoditization is not a threat - it's an opportunity. As model costs approach zero, the winners will be those who use AI most effectively, not those with…
AI costs are on a consistent downward trajectory. Plan for continuous cost reduction and reinvest savings into more sophisticated use cases.
Platform engineering is the pragmatic answer to scale: provide golden paths, self-service APIs and guardrails so teams move quickly without repeating…
There are a few themes I'm watching closely for 2024 — practical agents, small-model efficiency gains, and tighter integration between data platforms and…
Predictions are inherently risky, but after a year working closely with foundation models and platform teams, a few trends feel probable: larger context…
The convergence of data lakes and data warehouses became mainstream: Streaming data processing became more accessible: Organizations adopted data mesh…
First post of 2021. The kids are still on summer holidays here in Australia, the home office is half-disassembled for cleaning, and I'm sketching out what I…