Watermarking AI
Classifiers stopped spotting AI output once models got good. Watermarks hide a keyed statistical bias in text, images and proteins instead. But marking output is only half the job: without shared keys, nobody else can detect it.
Luc Wollants
How to build agentic pipelines that improve quality
Most agentic pipelines chase throughput by taking humans out of the loop. Better products come from small, isolated pipelines that raise quality at each human handover, from bug reports and refinement to pull requests and releases, whilst domain knowledge stays with people.
AI needs more uncertainty
AI has a confidence problem. Human intelligence was shaped by an uncertain world, and uncertainty is exactly the ingredient AI is missing.
Brute force approach to achieve AGI
The race to AGI increasingly looks like brute-force scaling funded by a circular loop: chip makers invest in AI labs, AI labs buy their chips, valuations rise, repeat. Are we building intelligence or inflating a bubble?
How to minimise the impact of developer onboarding
Discover strategies to optimise developer onboarding, minimise costs, and improve time-to-market. Learn how to tackle challenges like code complexity, technical stack adaptation, knowledge transfer, and team integration while fostering a supportive and productive environment for new hires.
Why is operational documentation more important than you think
Do you have an employee handbook? Are senior people required to spend hours answering questions of colleagues? Here's how documentation can help.
Why exit interviews are valuable
Do you perform exit interviews when people leave the team? Here are some of the reasons to incorporate this feedback moment.
Why is it good to deploy frequently
Do you deploy every day? Your team probably should. Here's why.