
Beyond the Chatbox: Why the Future of AI is Purpose-Built Task-Driven Applications
ChatGPT ruined it for application developers. Contrary to the hype, building and deploying AI applications has become harder, not easier. The percentage of companies that have seen ROI in their AI investments is still low. Find out why and …
Apr 27, 2026
Rotational Labs' Very Own Weapons Detection Dataset
We recently co-authored a Computer Vision whitepaper with the awesome team at Axoltl Innovations. We thought this was a great time to share some background information on our Weapons Detection dataset.
Apr 23, 2026
Prompt Injection, Jailbreaking, and the Risk Every AI Deployment Inherits
Most AI conversations focus on productivity. Fewer focus on what happens when that same AI becomes a doorway into your systems. AI security can sound abstract until it’s tied to business risk. Two misunderstood threats illustrate the …
Mar 24, 2026
Rotational Joins NVIDIA Inception to Accelerate Enterprise AI Accountability
We’re pleased to share that Rotational Labs has joined the NVIDIA Inception program. This milestone reflects the progress of our product and engineering teams in building Endeavor, our AI accountability and governance platform for …
Feb 24, 2026
Why Your AI Prompts Aren't Working: The Gap Between Intention and Output
Writing prompts has often made me feel like I’m learning a new language. Though I’m not, the responses I get aren’t always what I expect.
Feb 12, 2026
Finding the Sweet Spot: What Our Qualitative Data Reveals About AI Coding Tools
In the first installment of this internal study, we described the six-month study we conducted this past year to better understand how AI coding assistants impacted the team at Rotational.
Jan 16, 2026
AI and Learning Debt: How to Use AI to Make Yourself Smarter - Not Dumber
This is a post about how to use AI to make yourself smarter - not dumber.
Oct 24, 2025
What We’ve Learned From 3 Months Living with AI Coding Tools
We spent three months testing two AI coding assistants across our team of six. So far we’ve learned that overdelegation backfires, well-scoped tasks help, and accelerating an individual ≠ accelerating a team.
Sep 30, 2025
Making Sense of LLMs
Now that we’ve covered agents at a high level and prompts specifically, let’s move to the next component in our series: Large Language Models (LLMs), a key subset of generative AI. In an agentic framework, LLMs serve as the “brain” or …
Aug 27, 2025
Prompts: The Key to Steering Agents
AI agents have the ability to complete tasks autonomously, but without clear, well-structured prompts, they stumble. Prompt engineering helps bridge the gap between potential and performance.
Jul 17, 2025
Guts, Glory, and Statistics: My Summer Internship at Rotational
While not always rational (or even helpful) our intuition fundamentally shapes how we think. In this post, summer intern Julie illustrates how she uses statistics to keep her analyses grounded, and how that translates to business value.
Jul 15, 2025









