
Articles and Press Releases
Kevin Surace — AI-First Leadership, QA Automation, and the Future of Work
Kevin Surace is the CEO of Appvance and a longtime Silicon Valley builder known for moving easily between hard engineering problems and big-picture...
Who Owns the Decision When AI Is in the Room?
As AI moves from advising to acting, organizations face a harder question than adoption: who is actually accountable when something goes wrong?
Beyond the Model: Ensuring AI Stability in Real-World Production
Transitioning AI from prototype to production reveals that the true challenges lie not in the model itself, but in the surrounding ecosystem—data p...
Why AI Benchmarks Fall Short in the Real World
While benchmark metrics help establish baseline AI capabilities, they often fail to capture the messy realities and complex requirements of product...
Scaling AI Beyond Isolated Wins
Enterprise AI scale depends less on model quality than on redesigning the organization around shared platforms, automated governance, accountable l...
Jason Fairchild — Making Agentic Advertising Accountable to Revenue
Agentic AI has quickly become one of the most talked-about narratives in advertising, yet much of the market still struggles to distinguish genuine...
Niraj Ranjan — Embedding Human-Centered AI Across the Customer Service Lifecycle
As AI adoption accelerates in customer support, the real challenge is moving from AI-first messaging to AI-effective operations. In this conversati...
Why AI Pilots Fail to Become Real Impact
Practitioners across engineering, data, and product roles examine why promising AI pilots stall before delivering real business impact.
Humans, Autonomy, and the New Boundaries of Decision-Making
Engineers, operators, and researchers examine where AI can act alone and where humans must stay accountable as autonomy moves into real decisions.
The Real AI Transformation: From Automation to Augmentation
It’s 3 a.m. Somewhere in the network, a strange spike in traffic triggers an alert. The AI flags it immediately. But Hemant Soni, a telecom veteran...
Personalization vs. Privacy: Finding the Balance in AI Advertising
“Give people control over what they want to see. Put the decision-making power back in their hands—where it belongs.” —Esperanza Arellano When the ...
The Intelligence Shift: How AGI Will Transform Society Forever
It begins not with code, but with a question: If machines match or surpass human intelligence, what do we owe them? Are they tools? Collaborators? ...
The New Digital Reality: Deepfakes, AI, and the Battle for Trust
It starts with a video. A politician making claims they never said. A celebrity endorsing a product they’ve never used. A friend is sending a voice...
Vibe Coding: When AI Starts to Feel Human
In the hush of an operating room, a surgeon leans into the rhythm of a life-saving procedure. Overhead, machines hum. A digital assistant, AI-power...
The Code of Longevity: How AI Is Rewriting the Human Lifespan
The moment isn’t in a hospital. It’s on a server rack. A line of code pings data from a smartwatch, a glucose monitor, and a genetic profile. A mod...
The Time Revolution: AI, Workflows, and Human Energy
It starts not with code, but with a quiet, collective desire, more time. Time to think. To breathe. To live beyond the grind of back-to-back meetin...
AI Agents and the Elastic Workforce: Redefining Work for the Next Decade
In a quiet operations center, a system alert flashes red. Not long ago, this would have triggered a sleepless night for IT managers, calls, escalat...
AI Avatars: Promise, Power, and the Price of Trust
The woman on the screen leans in, her voice warm and steady. She explains the next step in your insurance claim, asks if you have any questions, an...
Building Scalable AI: Tools, Culture, and Collaboration
As AI adoption accelerates across industries, the conversation has moved far beyond performance metrics like speed and accuracy. Leaders and practi...
Powering Progress: How AI Is Shaping a Cleaner Grid
Artificial Intelligence AI is emerging as a transformative force in the global energy sector, enabling unprecedented efficiency, adaptability, an...



















