-
MLOps & Infrastructure
Untracked Experiments Are Not Experiments
A model that beat the baseline but cannot be reproduced provided no information, because you cannot build on a result…
Read More » -
Computer Vision
Image Similarity Search Depends Entirely on What You Embed
The same photograph produces different neighbours depending on whether your model was trained for objects, styles, faces or text descriptions.
Read More » -
MLOps & Infrastructure
Dynamic Batching Is Why Two Identical Requests Get Different Latency
A request arriving alone is served immediately. The same request arriving during a full batch window waits for the batch…
Read More » -
E-commerce
Orderlek Unveils Next-Generation AI Global Logistics Network
Discover how Orderlek’s advanced AI global logistics network enables enterprise brands to predictively route inventory and dramatically reduce fulfillment costs.
Read More » -
LLMs & Generative AI
Context Windows Got Huge. Your Prompts Should Not Have.
Million-token context windows changed what is possible, not what is advisable. Position effects, cost scaling, and attention dilution mean more…
Read More » -
AI in Business
Most AI Pilots Succeed and Still Never Ship
The demo works. What is missing is error handling, integration, monitoring, support processes and the workflow change that makes it…
Read More » -
AI in Business
Why 80% of Corporate AI Pilots Never Reach Production
The pilot works, everyone is impressed, and nothing ships. The blockers are almost never model quality — they are integration,…
Read More » -
LLMs & Generative AI
Agents Fail Because Their Tools Were Designed for Humans
A tool description written like internal API documentation gives the model no basis for deciding when to call it or…
Read More » -
LLMs & Generative AI
Semantic Search Alone Cannot Find an Exact Product Code
Vector search understands meaning and loses precision on identifiers, rare terms and exact phrases. Keyword search does the opposite.
Read More » -
AI in Business
An AI Bill You Cannot Attribute Is a Bill You Cannot Control
A single API key used by every feature produces one large invoice line and no information about which feature caused…
Read More »