Lablup Wraps Up “AI Scale Talks,” Its First Global Webinar Series, Expanding Technical Engagement Worldwide
- Lablup’s first webinar series for overseas customers and partners shared core technologies from AI inference to infrastructure operations
- Lablup shared its core AI infrastructure technologies and know-how
- Replays available on Lablup’s official YouTube channel; Lablup plans to continue hosting joint webinars with global partners

SEOUL, South Korea, September 21, 2026 — Lablup (CEO Jeongkyu Shin), an AI infrastructure software company, today announced the successful conclusion of “AI Scale Talks,” its first global webinar series for overseas customers and partners.
AI Scale Talks is a webinar series designed to introduce Lablup’s AI infrastructure technology and its real-world deployment and operations experience to global customers and partners. Under the theme “From Cell to Factory,” the series ran weekly from August 27 to September 17, with topics that scaled step by step from an individual AI inference engine to large-scale AI infrastructure operations.
The first session introduced MLxcel, a high-performance LLM/VLM inference engine that Lablup has released as open source. The second session covered LLM inference optimization techniques, including KV caching, quantization, and speculative decoding, along with experimental results.
In the third session, Lablup shared lessons learned from building and operating AI platforms on customer infrastructure with differing network configurations, security policies, and hardware environments. The fourth session introduced Continuum Router, which distributes requests across multiple AI models and services, and Continuum Hub, which centrally manages token usage, policies, and billing across multiple Routers.
“AI Scale Talks was our first global webinar, giving us the chance to introduce Lablup’s AI infrastructure technology and deployment and operations experience directly to overseas customers and partners,” said Jeongkyu Shin, CEO of Lablup. “Going forward, we will continue technical exchanges with our global partners, including joint webinars, to share Lablup’s technology and AI infrastructure operations expertise with the global market.”
Recordings of each AI Scale Talks session are available in the “Lablup Talks” playlist on Lablup’s official YouTube channel.