Posts tagged as “Cameron Witkowski”

How Small AI Startups Can Outmaneuver Incumbents Without Outspending Them

By Cameron Witkowski on September 4, 2026

An opinion piece by the co-founder and chief engineering officer of OpenLens, formerly Bread

How Revalia Bio Turned Rejected Human Organs Into a Drug-Testing Platform
How Revalia Bio Turned Rejected Human Organs Into a Drug-Testing Platform
By Deborah Yao
A Yale University spinout is using donated human organs to test experimental drugs and generate data about how human tissue responds.
Designing for AI-Driven Organizational Change: Part 2 – a Systems Approach
Designing for AI-Driven Organizational Change: Part 2 – a Systems Approach
By Gregory P. Shea and Cassie A. Solomon
The authors introduce the Work Systems Model, a framework for coordinating eight aspects of the workplace for broader organizational change.
Designing for AI-Driven Organizational Change: Part 1 – Where Are We Now?
Designing for AI-Driven Organizational Change: Part 1 – Where Are We Now?
By Gregory P. Shea and Cassie A. Solomon
AI delivers meaningful productivity gains only when organizations redesign how work gets done, not when they simply add new tools to old workflows.
Forward Deployed Engineers Are Hot. But They Can’t Fix AI’s Data Problem
Forward Deployed Engineers Are Hot. But They Can’t Fix AI’s Data Problem
By Deborah Yao
Confluent’s Sean Falconer explains why embedding engineers with customers isn't enough – and what's needed to get AI into production reliably.

The Gap Between ML Research and Deployment: What Actually Breaks
By Disha Patel on June 23, 2026
An opinion piece by a software engineer and machine learning researcher at Apple (views are her own)
A Novel AI Model That Makes Instant, Expert-level Decisions Without Heavy Computation
By Josiah Kiok on April 23, 2026
It is 100x faster than other agents and performs at nearly a human expert level - while minimizing costs.
Agents of Chaos: A New Category of Enterprise AI Risk
By Natalie Shapira, Chris Wendler, Avery Yen and others on April 2, 2026
Researchers from some of the world's best universities believe AI agents are not ready to be deployed in the real world.
The Often Missing Skill in the AI Boom
By Deborah Yao on March 20, 2026
Metacognition is key to enhancing employee creativity, which leads to long-term competitive advantage.