ML in PL Association is a non-profit organization devoted to fostering the machine learning community in Poland and promoting a deep understanding of ML methods
We're excited to welcome Allegro, one of our Platinum sponsors, who will be taking the stage to talk about BTS: Story of the Neural Ranking Model Lifecycle at Allegro.
In this talk, we dive into Allegro's ML ranking lifecycle to explore the gap between offline training and
Running ML at e-commerce scale is a different problem than running ML in a research setting. The data is non-stationary, the feedback loops are complex, and every deployment decision lands in front of 20 million customers.
The Allegro AI Hub is a high-bandwidth ecosystem where
Tenstorrent builds AI hardware around an architecture designed to scale. Blackhole combines efficient data placement and flow with high-bandwidth on-chip memory, scaling from individual accelerators to Galaxy systems and multi-Galaxy superclusters. Using standard Ethernet rather
The transformer architecture has been the foundation of modern AI for nearly a decade. Pathway is working on what comes next.
@pathway_com is a frontier AI company building post-transformer model architecture. Their Dragon Hatchling (BDH) architecture keeps memory and reasoning
With Polish roots, global ambition, and a rare mix of research depth and product mindset, ElevenLabs has become one of the companies putting Poland on the global AI map. We're proud to welcome them as a Strategic Sponsor of ML in PL Conference 2026.
They started with voice
