X-Cell

3 statements across 1 episodes · 3 bullish · 0 bearish · 1 people on the record · first statement Jul 21, 2026 by Bo Wang · said 22 times in 1 episodes since 2026 · across every show →

Mentions by year

brought up most by Bo Wang (11), Ci Chu (7), RJ Haneke (4)

mentionsepisodesper episode tap a year for its mentions

2026 22 mentions in 1 episode

🔬Causal Models Need Causal Data - Xaira’s X-Cell model (Bo Wang & Ci Chu) Jul 21, 2026 · 22 mentions · from 0:00
every mention in 2026, scene by scene →

every mention, scene by scene, with the transcript →

Everything said about X-Cell, oldest first

Jul 21, 2026 positive

Assertion Supported

Wang: X-Cell Can Predict Combinatorial Gene Perturbations In Silico

“This is also why we incorporate PPI networks as the prior knowledge into our model. And although the model right now are trained on single gene perturbations, but once the model is trained, you can actually predict combinatorial perturbations just on the model…”

Bo Wang Jul 21, 2026 ▶ 1:09:55 🔬Causal Models Need Causal Data - Xaira’s X-Cell model (Bo Wang & Ci Chu)

Jul 21, 2026 positive

Insight

Wang: Data Quality and Scale Matter More Than Architecture or Priors

“Overall, if we have to give an order, my order would be the quality among scale of the datasets, and then the architecture, and then the prior knowledge.”

Bo Wang Jul 21, 2026 ▶ 52:51 🔬Causal Models Need Causal Data - Xaira’s X-Cell model (Bo Wang & Ci Chu)

Jul 21, 2026 positive

Disclosure

Wang: X-Cell predicts cell responses to genetic and chemical perturbations

“X-Cell is Xera's first virtual cell models. It is an AI model that can predict the response to genetic perturbations. Certainly we can extend it to other type of interventions such as drug perturbations chemical perturbations, et cetera.”

Bo Wang Jul 21, 2026 ▶ 11:11 🔬Causal Models Need Causal Data - Xaira’s X-Cell model (Bo Wang & Ci Chu)

X-Cell

Mentions by year

Everything said about X-Cell, oldest first

Turn any episode into a week of clips.