Expert insights powered by the thought leader talks hosted by TMLS, a community of 16,000 AI/ML practitioners who connect through free virtual events and in person at our TMLS Summit (June, Toronto) and MLOps World | GenAI Summit (October, Austin).
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tmlsinsights.substack.comLatest Issues
Your Confidence Signal Is Going Away: A Practical Field Guide
By Graham Toppin (Graham is a TMLS Chair, and Co-founder and Analyst at Peerlabs.ai - a subscriber funded Intelligence firm, focused on primary research on emerging technology)
What’s happening
The tools we use to evaluate and customiz...
Two virtual ways to attend TMLS 2026
In-person tickets to TMLS 2026 closed Friday, but the summit is still accessible if Toronto isn’t in the cards.
Get full access to the summit virtually with a live streaming ticket. The June 17 and 18 program at CIBC Square, streamed live....
The Full TMLS 2026 Program Is Live: June 16–19, Toronto
What separates AI that works in a demo from AI that works inside a real organization is the most useful conversation in the field right now. The full TMLS 2026 program is built around it, and it’s now live.
Four days: virtual June 16, in-p...
Part 2: Models are plateauing, Capabilities are becoming a commodity - What should you do about it?
Written by Graham Toppin Co-chair, TMLS, Co-founder and Analyst at Peerlabs.ai.
Part 2: The Response
Welcome back! In Part 1 of this essay, we covered the technology and financial layers: model capabilities are commoditizing, an...
Part 1: Models are plateauing, Capabilities are becoming a commodity - What should you do about it?
Written by Graham Toppin Co-chair, TMLS, Co-founder and Analyst at Peerlabs.ai.
Part 1: The Pattern
Apologies for not getting an AI in production out this past Monday. We had put together an extensive essay on logprobs and model / h...
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The writers behind this newsletter.
real-world application + videos on lessons from enterprise production AI. Failures, fixes, and practical insights from teams deploying AI taken from our favourite sessions at MLOps World, GenAI World, and TMLS.
Thoughts about technology, leadership, coaching, literature and life.
My mission: help real people get real value from AI. I’m learning, sharing, and growing every day-join me as we explore how AI can make us stronger, not replace us.
Tech Lover
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