Members-only Membership content Why your AI on data projects keep failing (and what fixes it) By Rajoshi Ghosh, Co-founder, PromptQL...
Members-only Membership content Advanced genAI architectures LLMs aren't running your ad auction. They're coaching the models that do. Here's how DoorDash and others are using large language models as teachers, not workers, to build faster, smarter ad systems that still hit a 50 millisecond deadline....
Members-only Membership content How to build AI in the age of collaborative coding I'm Steve, co-founder and CEO of Builder.io. and I want to talk about something that I think most teams are getting wrong right now, even the ones who've already bought into AI......
Members-only Membership content Trust: The next critical infrastructure layer for autonomous AI We're at an inflection point. AI has moved well beyond generating recommendations for humans to review. It's taking actions. It's embedded in business workflows. It's making decisions autonomously, and in many cases, it's doing all of this faster than any human could intervene....
Members-only Membership content From prediction to decision: Smaller models will reshape how we build AI The bottleneck in AI systems isn't model intelligence anymore, but decision agility. Mallika Rao, engineering manager and former Netflix infrastructure lead, breaks down why smaller, task-specific models are outrunning foundational ones, and what that means for every team building at scale....
Members-only Membership content Demystifying AI agents: going beyond the buzzwords "Agent" is the most overused word in AI right now. But strip away the hype and what are you actually working with? Adobe principal scientist Deepak Pai breaks down the real building blocks of agentic systems and when they're worth reaching for....
Members-only Membership content The 3 reasons your AI never makes it to production Most companies don't have an AI problem. They have a throughput problem. And I think that distinction matters a lot when you start talking about how to actually get AI working in production....
Members-only Membership content Becoming AI ready: Building a company with 12 AI agents as my first hires I left Google ten days ago to found my own company. It's been quite a journey figuring out how things work outside of the mothership, and I'm genuinely excited to share what I've learned from both sides of the house......
Members-only Membership content Agentic AI: The pathway architecture to GenAI From Vannevar Bush's 1945 Memex to today's LLMs — agentic AI is the missing layer that finally makes the vision of human knowledge navigation real....
Members-only Articles How generative AI is revolutionizing drug discovery and development Discover how generative AI is transforming drug discovery, medical imaging, and patient outcomes to accelerate advancements with AstraZeneca...
Members-only Membership content Rapid prototyping with GenAI: From idea to interactive PoC in days We’ve been promised a world where one prompt builds perfect software. But the real limitation isn’t the tech, it’s everything AI can’t see....
Members-only AI in industry Fighting financial crime with hybrid AI Here’s how consulting leader Valentin Marenich and his team built a hybrid AI system that combines machine learning, generative AI, and human oversight to deliver real-world results in a highly regulated environment....
Members-only Membership content Unlocking the power of data: How we built text-to-SQL with agentic RAG at Rocket Mortgage Your company’s data holds answers, but accessing them is often the hard part. Here’s how Rocket Mortgage built a text-to-SQL system with agentic RAG to make data accessible to everyone....
Members-only Articles How synthetic data can multiply your judgment and scale your AI products Synthetic data isn’t just a buzzword, it’s one of the most powerful ways to scale and improve AI systems using less human effort, not more....
Members-only Agentic AI Unlocking your retail insights with LLMs Turning messy retail data into actionable insights. See how we use large language models to uncover what drives customer decisions and optimize every interaction....