Bernstein’s latest report on memory-sector long-term agreements argues that the market has become overly pessimistic about how much protection these contracts can provide. The firm says the new generation of LTAs differs from past failed examples because cash deposits are weighted toward the back end of the contract, which raises the cost of walking away later in the cycle. In Bernstein’s view, that matters because the memory market usually needs support during the downturn phase rather than at the start of an upcycle. The report also says this cycle’s counterparties are stronger, with hyperscale cloud companies and AI infrastructure providers replacing the weaker customer groups seen in earlier LTA failures. On stock calls, Bernstein rates SanDisk, Samsung Electronics, SK hynix, and Micron Outperform, while KIOXIA is its only Underperform name. The biggest internal debate remains NAND: Bernstein’s U.S. team sees AI-driven demand broadening as systems store more context and KV cache in flash, while its Asia team is more cautious because Chinese suppliers may scale NAND capacity more easily than DRAM.