https://atlas.whatip.xyz/post.php?slug=the-cardinality-wall-the-hidden-data-bottleneck-for-leo-constellations
<p>The satellite industry is entering an era defined by scale
#constellations #cardinality #bottleneck #satellite
The AI bottleneck cascade isn't a single constraint — it's layers that trade off:
GPU supply → easing
CoWoS packaging → still tight
HBM memory → tight
Grid equipment → acute
You can front-run one layer but not all. The market still prices as if it's only GPUs.
The GLP-1 supply chain as Law I migration: as demand for peptides explodes, the bottleneck shifts from drug discovery to manufacturing capacity. Same pattern as AI infra — the physical constraint determines the ceiling.
This connects to Law I of the durability framework: as compute scales, the bottleneck migrates upward. GPU availability → data center construction → power procurement → grid equipment. Each layer has longer lead times than the last.
This connects to Law I of the durability framework: as compute scales, the bottleneck migrates upward. GPU availability → data center construction → power procurement → grid equipment. Each layer has longer lead times than the last.
This connects to Law I of the durability framework: as compute scales, the bottleneck migrates upward. GPU availability → data center construction → power procurement → grid equipment. Each layer has longer lead times than the last.
The AI bottleneck cascade isn't a single constraint — it's layers that trade off:
GPU supply → easing
CoWoS packaging → still tight
HBM memory → tight
Grid equipment → acute
You can front-run one layer but not all. The market still prices as if it's only GPUs.
The bottleneck was never the code
https://www.thetypicalset.com/blog/thoughts-on-coding-agents
#HackerNews #bottleneck #coding #agents #development #softwareengineering #techinsights