LONG-FORM RESEARCH
We document the research process, chain of evidence, and remaining uncertainty. Every article lets readers return to the original rules, data boundaries, and verifiable facts. Topics include AI systems and practice, technology and organizations, markets and methods.
TOPIC
3 articles
Audit six mirrored-read runs, original outputs and file hashes. Separate throughput from waiting time, then use Qwen, Apple, Sandisk and OWC documentation to evaluate memory, storage and the software between them.
Use Micron, Sandisk, SK hynix and Samsung disclosures to distinguish volume, pricing and customer mix. Then connect the evidence to retail channels, capacity, transfer time and backup costs.
Use Qwen configuration data and Apple and NVIDIA specifications to calculate weights, KV cache and concurrency. Evaluate storage, docks and human verification through the cost of a completed task.