Insights & engineering notes
Signals from the build.
AI research digests, engineering deep dives, and field notes from shipping production software. 179 articles and counting.
- August 18, 20263 min read
FLOPs vs Real Work: The Importance of Replication in AI Efficiency Assessment
Is Your AI Efficiency Metric Missing the Mark? When it comes to assessing AI efficiency, we often rely on Floating Point Operations (FLOPs) as a key metric. But is this approach…
Read article - August 17, 20263 min read
Get closer to the game with Gemini and Pixel
Revolutionizing the Fan Experience: AI Meets Football Imagine being able to get closer to your favorite football team than ever before. 🏟️ Thanks to a new partnership between…
Read article - August 17, 20263 min read
The Defender’s Window
Are You Leaving Your Business Vulnerable to Cyber Threats? As technology advances, cybersecurity threats are becoming increasingly sophisticated. But what if I told you there's a…
Read article - August 17, 20263 min read
Inducing Reward-Free Judging Rubrics that Reduce Over-Crediting in Agent Evaluation
Can AI Judges Be Trusted to Evaluate Other AI Models? Imagine relying on a second language model to evaluate the performance of another AI model, without any direct feedback or…
Read article - August 15, 20263 min read
Position: Reasoning is a Learnable Rule-Based Process
Can AI Really Reason? 🤔 Imagine a world where AI systems can think and reason like humans. Sounds like science fiction, right? But what if I told you that researchers are making…
Read article - August 13, 20263 min read
State of Open Models: Summer 2026 Observations
The AI Landscape is Shifting Fast: 5 Key Takeaways Are you keeping up with the rapid evolution of open models in AI? 🚀 In just a few months, the ecosystem has undergone…
Read article - August 13, 20263 min read
Record, train, and deploy from one place with Strands Agents, LeRobot, and Hugging Face Storage Buckets
Unlock Seamless Robot Training with Strands Agents and Hugging Face Storage Buckets Are you tired of paying for repeated byte transfers and dealing with growing datasets when…
Read article - August 13, 20263 min read
Bring your spreadsheet data to life with Sheets canvas
Unlock the Power of Your Spreadsheet Data Are you tired of staring at rows and columns of data, trying to make sense of it all? 🤯 What if you could bring your spreadsheet data to…
Read article - August 13, 20263 min read
The builder’s guide to GPT‑5.6
Are You Ready for the Future of AI? Imagine having a powerful tool that can help you create, innovate, and automate like never before. That's what GPT-5.6 promises to deliver. But…
Read article - August 13, 20263 min read
Dynamic Governance of Multi-LLM Agent Systems for Collaborative Conversational Outcomes
Can AI Conversations Really Achieve Their Goals? Imagine two AI agents with different objectives trying to have a conversation. You'd think they'd compete, but what if they just…
Read article