In-Person Event
AI Infra Summit 2026
Meet WEKA in Booth 710 at the Santa Clara Convention Center
15–17 September 2026
Your GPUs are Idle. Your Inference Bill isn’t.
Inference isn’t an experiment anymore. The question has shifted from whether it works to whether you can afford to run it at scale.
And what’s driving the bill usually isn’t the model. It’s everything waiting on data. As conversations run longer and sessions stack up, your GPUs spend more of their time idle — not computing, just waiting for the next thing to arrive. You pay for them either way.
That’s a data problem, not a compute problem. It’s also a solvable one, and the fix is architectural rather than another GPU purchase. Stability AI and Core42 both run production AI infrastructure on NeuralMesh™.
Come see where your inference budget is actually going. Join us in booth 710 or visit our session in the Data & Models track, Tuesday at 3:50pm.
Meet with WEKA
Come talk through what production inference actually costs you — time to first token, cache hit rate, cost per served token. Email info@marketing.weka.io to book time with our team.
Stop Paying Twice for the
Same Token
Your GPUs got faster this year. Your cost per token didn’t budge. That gap is the misdiagnosis at the center of inference economics: the bottleneck isn’t compute—it’s memory and data movement, and agentic workloads are widening it with longer contexts, persistent state, and thousands of steps recomputed rather than remembered, each one paid for in full a second time. WEKA CTO Shimon Ben-David unpacks where the diagnosis went wrong and what the fix looks like: context and memory architectures built for inference, the three metrics that reveal the true cost per token, and the architectural decisions that drive them. You’ll leave this session with a diagnosis you can run on your own stack, and the numbers to prove it.
Shimon Ben-David
Chief Technology Officer, WEKA
When: Tuesday, September 15, 3:50 pm
Where: Data & Models Track
Type: Solo Presentation, 20 minutes
Join Us in Santa Clara
Not registered? Use code “WEKAIOPLATINUM20” to take 20% off an all-access pass.
Visit Booth #710 to See what WEKA has in Store.
We’ll be pouring dirty sodas to order — soda, cream, and syrup over crushed ice — come for the drinks, stay for the conversation.