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#aimemory — Public Fediverse posts

Live and recent posts from across the Fediverse tagged #aimemory, aggregated by home.social.

  1. The AI memory super-cycle has a shadow story.

    2D NAND — the planar flash inside automotive ECUs, PLCs, switches, and medical devices — just spiked 2–3× as Samsung, Micron, and SK Hynix exited. Macronix moved customers to monthly contracts. Winbond booked through 2027.

    buysellram.com/blog/the-other-

    #NANDFlash #MemoryShortage #ITAD#MLCNAND #SLCNAND #2DNAND #EmbeddedMemory #FlashMemory #Macronix #Winbond #Samsung #Micron #SKHynix #Kioxia #AIInfrastructure #HBM #DRAM #DataCenter #AIMemory

  2. The AI memory super-cycle has a shadow story.

    2D NAND — the planar flash inside automotive ECUs, PLCs, switches, and medical devices — just spiked 2–3× as Samsung, Micron, and SK Hynix exited. Macronix moved customers to monthly contracts. Winbond booked through 2027.

    buysellram.com/blog/the-other-

    #NANDFlash #MemoryShortage #ITAD#MLCNAND #SLCNAND #2DNAND #EmbeddedMemory #FlashMemory #Macronix #Winbond #Samsung #Micron #SKHynix #Kioxia #AIInfrastructure #HBM #DRAM #DataCenter #AIMemory

  3. The AI memory super-cycle has a shadow story.
    While headlines track HBM allocation and DDR5 contract resets, 2D NAND prices just spiked 2–3× in the corner of the market that powers automotive ECUs, factory PLCs, network switches, and medical devices.
    What happened: Samsung announced MLC NAND end-of-life with final shipments in June 2026. Micron, SK hynix, and Kioxia capped legacy output. TrendForce projects worldwide MLC capacity dropping ~42% YoY in 2026.
    What's filling the vacuum: Macronix Q1 2026 revenue +71% YoY, gross margin 40.8%, NAND revenue +382% YoY. Macronix moved customers from quarterly to monthly pricing. Winbond approved a record NT$42.1B 2026 capex and says capacity is booked through 2027.

    buysellram.com/blog/the-other-

    #MLCNAND

  4. The AI memory super-cycle has a shadow story.

    2D NAND — the planar flash inside automotive ECUs, PLCs, switches, and medical devices — just spiked 2–3× as Samsung, Micron, and SK Hynix exited. Macronix moved customers to monthly contracts. Winbond booked through 2027.

    buysellram.com/blog/the-other-

    #NANDFlash #MemoryShortage #ITAD#MLCNAND #SLCNAND #2DNAND #EmbeddedMemory #FlashMemory #Macronix #Winbond #Samsung #Micron #SKHynix #Kioxia #AIInfrastructure #HBM #DRAM #DataCenter #AIMemory #tech

  5. The AI memory super-cycle has a shadow story.

    2D NAND — the planar flash inside automotive ECUs, PLCs, switches, and medical devices — just spiked 2–3× as Samsung, Micron, and SK Hynix exited. Macronix moved customers to monthly contracts. Winbond booked through 2027.

    buysellram.com/blog/the-other-

    #NANDFlash #MemoryShortage #ITAD#MLCNAND #SLCNAND #2DNAND #EmbeddedMemory #FlashMemory #Macronix #Winbond #Samsung #Micron #SKHynix #Kioxia #AIInfrastructure #HBM #DRAM #DataCenter #AIMemory #tech

  6. The AI memory super-cycle has a shadow story.

    2D NAND — the planar flash inside automotive ECUs, PLCs, switches, and medical devices — just spiked 2–3× as Samsung, Micron, and SK Hynix exited. Macronix moved customers to monthly contracts. Winbond booked through 2027.

    buysellram.com/blog/the-other-

    #NANDFlash #MemoryShortage #ITAD#MLCNAND #SLCNAND #2DNAND #EmbeddedMemory #FlashMemory #Macronix #Winbond #Samsung #Micron #SKHynix #Kioxia #AIInfrastructure #HBM #DRAM #DataCenter #AIMemory #tech

  7. The AI memory super-cycle has a shadow story.

    2D NAND — the planar flash inside automotive ECUs, PLCs, switches, and medical devices — just spiked 2–3× as Samsung, Micron, and SK Hynix exited. Macronix moved customers to monthly contracts. Winbond booked through 2027.

    buysellram.com/blog/the-other-

    #NANDFlash #MemoryShortage #ITAD#MLCNAND #SLCNAND #2DNAND #EmbeddedMemory #FlashMemory #Macronix #Winbond #Samsung #Micron #SKHynix #Kioxia #AIInfrastructure #HBM #DRAM #DataCenter #AIMemory #tech

  8. The AI memory super-cycle has a shadow story.

    2D NAND — the planar flash inside automotive ECUs, PLCs, switches, and medical devices — just spiked 2–3× as Samsung, Micron, and SK Hynix exited. Macronix moved customers to monthly contracts. Winbond booked through 2027.

    buysellram.com/blog/the-other-

    #NANDFlash #MemoryShortage #ITAD#MLCNAND #SLCNAND #2DNAND #EmbeddedMemory #FlashMemory #Macronix #Winbond #Samsung #Micron #SKHynix #Kioxia #AIInfrastructure #HBM #DRAM #DataCenter #AIMemory #tech

  9. The AI memory super-cycle has a shadow story.

    2D NAND — the planar flash inside automotive ECUs, PLCs, switches, and medical devices — just spiked 2–3× as Samsung, Micron, and SK Hynix exited. Macronix moved customers to monthly contracts. Winbond booked through 2027.

    buysellram.com/blog/the-other-

    #NANDFlash #MemoryShortage #ITAD#MLCNAND #SLCNAND #2DNAND #EmbeddedMemory #FlashMemory #Macronix #Winbond #Samsung #Micron #SKHynix #Kioxia #AIInfrastructure #HBM #DRAM #DataCenter #AIMemory

  10. The AI memory super-cycle has a shadow story.

    2D NAND — the planar flash inside automotive ECUs, PLCs, switches, and medical devices — just spiked 2–3× as Samsung, Micron, and SK Hynix exited. Macronix moved customers to monthly contracts. Winbond booked through 2027.

    buysellram.com/blog/the-other-

    #NANDFlash #MemoryShortage #ITAD#MLCNAND #SLCNAND #2DNAND #EmbeddedMemory #FlashMemory #Macronix #Winbond #Samsung #Micron #SKHynix #Kioxia #AIInfrastructure #HBM #DRAM #DataCenter #AIMemory

  11. SK Hynix breaks ground on 19 trillion won AI memory back-end facility P&T7 in Cheongju, featuring advanced packaging for HBM production with sequential completion planned for 2027-2028, creating 3,000 permanent jobs as the company's fifth production base in the region to strengthen global AI semiconductor leadership.
    #YonhapInfomax #SKHynix #PT7 #AIMemory #AdvancedPackaging #CheongjiTechnopolis #Economics #FinancialMarkets #Banking #Securities #Bonds #StockMarket
    en.infomaxai.com/news/articleV

  12. SK Hynix breaks ground on 19 trillion won AI memory back-end facility P&T7 in Cheongju, featuring advanced packaging for HBM production with sequential completion planned for 2027-2028, creating 3,000 permanent jobs as the company's fifth production base in the region to strengthen global AI semiconductor leadership.
    #YonhapInfomax #SKHynix #PT7 #AIMemory #AdvancedPackaging #CheongjiTechnopolis #Economics #FinancialMarkets #Banking #Securities #Bonds #StockMarket
    en.infomaxai.com/news/articleV

  13. SK Hynix breaks ground on 19 trillion won AI memory back-end facility P&T7 in Cheongju, featuring advanced packaging for HBM production with sequential completion planned for 2027-2028, creating 3,000 permanent jobs as the company's fifth production base in the region to strengthen global AI semiconductor leadership.
    #YonhapInfomax #SKHynix #PT7 #AIMemory #AdvancedPackaging #CheongjiTechnopolis #Economics #FinancialMarkets #Banking #Securities #Bonds #StockMarket
    en.infomaxai.com/news/articleV

  14. SK Hynix breaks ground on 19 trillion won AI memory back-end facility P&T7 in Cheongju, featuring advanced packaging for HBM production with sequential completion planned for 2027-2028, creating 3,000 permanent jobs as the company's fifth production base in the region to strengthen global AI semiconductor leadership.
    #YonhapInfomax #SKHynix #PT7 #AIMemory #AdvancedPackaging #CheongjiTechnopolis #Economics #FinancialMarkets #Banking #Securities #Bonds #StockMarket
    en.infomaxai.com/news/articleV

  15. SK Hynix breaks ground on 19 trillion won AI memory back-end facility P&T7 in Cheongju, featuring advanced packaging for HBM production with sequential completion planned for 2027-2028, creating 3,000 permanent jobs as the company's fifth production base in the region to strengthen global AI semiconductor leadership.
    #YonhapInfomax #SKHynix #PT7 #AIMemory #AdvancedPackaging #CheongjiTechnopolis #Economics #FinancialMarkets #Banking #Securities #Bonds #StockMarket
    en.infomaxai.com/news/articleV

  16. ... General Strike Over 45 Trillion Won Bonus · IMF Issues Standalone Warning on Korea's Private Credit Risk. News|. Published 2026.04.18. 10:18:55. |. By ...

    SK hynix is applying TSMC's 3nm process to HBM4E base die to double power efficiency, intensifying its technology race with Samsung Electronics, which first mass-produced HBM4 in February.#SKhynix #TSMC #HBM4E #SamsungElectronics #3-nanometerprocess #AImemory #semiconductorsupercycle #privatecreditrisk
    SK hynix Taps TSMC 3nm for HBM4E to Block Samsung's Pursuit

  17. ... General Strike Over 45 Trillion Won Bonus · IMF Issues Standalone Warning on Korea's Private Credit Risk. News|. Published 2026.04.18. 10:18:55. |. By ...

    SK hynix is applying TSMC's 3nm process to HBM4E base die to double power efficiency, intensifying its technology race with Samsung Electronics, which first mass-produced HBM4 in February.#SKhynix #TSMC #HBM4E #SamsungElectronics #3-nanometerprocess #AImemory #semiconductorsupercycle #privatecreditrisk
    SK hynix Taps TSMC 3nm for HBM4E to Block Samsung's Pursuit

  18. ... General Strike Over 45 Trillion Won Bonus · IMF Issues Standalone Warning on Korea's Private Credit Risk. News|. Published 2026.04.18. 10:18:55. |. By ...

    SK hynix is applying TSMC's 3nm process to HBM4E base die to double power efficiency, intensifying its technology race with Samsung Electronics, which first mass-produced HBM4 in February.#SKhynix #TSMC #HBM4E #SamsungElectronics #3-nanometerprocess #AImemory #semiconductorsupercycle #privatecreditrisk
    SK hynix Taps TSMC 3nm for HBM4E to Block Samsung's Pursuit

  19. ... General Strike Over 45 Trillion Won Bonus · IMF Issues Standalone Warning on Korea's Private Credit Risk. News|. Published 2026.04.18. 10:18:55. |. By ...

    SK hynix is applying TSMC's 3nm process to HBM4E base die to double power efficiency, intensifying its technology race with Samsung Electronics, which first mass-produced HBM4 in February.#SKhynix #TSMC #HBM4E #SamsungElectronics #3-nanometerprocess #AImemory #semiconductorsupercycle #privatecreditrisk
    SK hynix Taps TSMC 3nm for HBM4E to Block Samsung's Pursuit

  20. ... General Strike Over 45 Trillion Won Bonus · IMF Issues Standalone Warning on Korea's Private Credit Risk. Finance|. Published 2026.04.18. 10:18:55.

    SK hynix is applying TSMC's 3nm process to HBM4E base die to double power efficiency, intensifying its technology race with Samsung Electronics, which first mass-produced HBM4 in February.#SKhynix #TSMC #HBM4E #SamsungElectronics #3-nanometerprocess #AImemory #semiconductorsupercycle #privatecreditrisk
    SK hynix Taps TSMC 3nm for HBM4E to Block Samsung's Pursuit

  21. ... General Strike Over 45 Trillion Won Bonus · IMF Issues Standalone Warning on Korea's Private Credit Risk. Finance|. Published 2026.04.18. 10:18:55.

    SK hynix is applying TSMC's 3nm process to HBM4E base die to double power efficiency, intensifying its technology race with Samsung Electronics, which first mass-produced HBM4 in February.#SKhynix #TSMC #HBM4E #SamsungElectronics #3-nanometerprocess #AImemory #semiconductorsupercycle #privatecreditrisk
    SK hynix Taps TSMC 3nm for HBM4E to Block Samsung's Pursuit

  22. ... General Strike Over 45 Trillion Won Bonus · IMF Issues Standalone Warning on Korea's Private Credit Risk. Finance|. Published 2026.04.18. 10:18:55.

    SK hynix is applying TSMC's 3nm process to HBM4E base die to double power efficiency, intensifying its technology race with Samsung Electronics, which first mass-produced HBM4 in February.#SKhynix #TSMC #HBM4E #SamsungElectronics #3-nanometerprocess #AImemory #semiconductorsupercycle #privatecreditrisk
    SK hynix Taps TSMC 3nm for HBM4E to Block Samsung's Pursuit

  23. ... General Strike Over 45 Trillion Won Bonus · IMF Issues Standalone Warning on Korea's Private Credit Risk. Finance|. Published 2026.04.18. 10:18:55.

    SK hynix is applying TSMC's 3nm process to HBM4E base die to double power efficiency, intensifying its technology race with Samsung Electronics, which first mass-produced HBM4 in February.#SKhynix #TSMC #HBM4E #SamsungElectronics #3-nanometerprocess #AImemory #semiconductorsupercycle #privatecreditrisk
    SK hynix Taps TSMC 3nm for HBM4E to Block Samsung's Pursuit

  24. MEMORY SURGE PUSHES CHIP SPEND PAST $1.3 TRILLION

    Global semiconductor spending reached over $1.3 trillion, a 64% rise, driven by AI memory needs. This affects PC and server component availability.

    #ChipSpend, #AIMemory, #Semiconductors, #TechMarket, #GartnerReport

    newsletter.tf/global-chip-spen

  25. Global chip spending jumped by 64% to over $1.3 trillion, much higher than last year. This is mainly because of the big need for AI computer parts.

    #ChipSpend, #AIMemory, #Semiconductors, #TechMarket, #GartnerReport
    newsletter.tf/global-chip-spen

  26. Knowledge graphs are useful representations for knowledge bases, #pkm, #AImemory systems, #GraphRAG, intelligent tutoring systems, etc., and usually implemented in graph databases. LadybugDB, a fork of the discontinued Kuzu, is a lightweight embedded (like SQLite) graph database: github.com/LadybugDB/ladybug
    Sample applications in development: github.com/inventivepotter/dot & github.com/tejzpr/Smriti-MCP
    See also Grafeo: github.com/GrafeoDB/grafeo
    #AIEd #AIEngineering #KnowledgeGraph #GraphDB #graphdatabase

  27. Knowledge graphs are useful representations for knowledge bases, #pkm, #AImemory systems, #GraphRAG, intelligent tutoring systems, etc., and usually implemented in graph databases. LadybugDB, a fork of the discontinued Kuzu, is a lightweight embedded (like SQLite) graph database: github.com/LadybugDB/ladybug
    Sample applications in development: github.com/inventivepotter/dot & github.com/tejzpr/Smriti-MCP
    See also Grafeo: github.com/GrafeoDB/grafeo
    #AIEd #AIEngineering #KnowledgeGraph #GraphDB #graphdatabase

  28. Knowledge graphs are useful representations for knowledge bases, #pkm, #AImemory systems, #GraphRAG, intelligent tutoring systems, etc., and usually implemented in graph databases. LadybugDB, a fork of the discontinued Kuzu, is a lightweight embedded (like SQLite) graph database: github.com/LadybugDB/ladybug
    Sample applications in development: github.com/inventivepotter/dot & github.com/tejzpr/Smriti-MCP
    See also Grafeo: github.com/GrafeoDB/grafeo
    #AIEd #AIEngineering #KnowledgeGraph #GraphDB #graphdatabase

  29. Knowledge graphs are useful representations for knowledge bases, #pkm, #AImemory systems, #GraphRAG, intelligent tutoring systems, etc., and usually implemented in graph databases. LadybugDB, a fork of the discontinued Kuzu, is a lightweight embedded (like SQLite) graph database: github.com/LadybugDB/ladybug
    Sample applications in development: github.com/inventivepotter/dot & github.com/tejzpr/Smriti-MCP
    See also Grafeo: github.com/GrafeoDB/grafeo
    #AIEd #AIEngineering #KnowledgeGraph #GraphDB #graphdatabase

  30. Knowledge graphs are useful representations for knowledge bases, #pkm, #AImemory systems, #GraphRAG, intelligent tutoring systems, etc., and usually implemented in graph databases. LadybugDB, a fork of the discontinued Kuzu, is a lightweight embedded (like SQLite) graph database: github.com/LadybugDB/ladybug
    Sample applications in development: github.com/inventivepotter/dot & github.com/tejzpr/Smriti-MCP
    See also Grafeo: github.com/GrafeoDB/grafeo
    #AIEd #AIEngineering #KnowledgeGraph #GraphDB #graphdatabase

  31. Agents are now favoring vector search over classic RAG, as memory frameworks shift to vector storage for rapid similarity lookup. Learn how this changes retrieval infrastructure for LLM‑powered agents and what it means for future AI memory design. #VectorSearch #RAG #AIMemory #AgentSystems

    🔗 aidailypost.com/news/agents-fa

  32. Agents are now favoring vector search over classic RAG, as memory frameworks shift to vector storage for rapid similarity lookup. Learn how this changes retrieval infrastructure for LLM‑powered agents and what it means for future AI memory design. #VectorSearch #RAG #AIMemory #AgentSystems

    🔗 aidailypost.com/news/agents-fa

  33. Agents are now favoring vector search over classic RAG, as memory frameworks shift to vector storage for rapid similarity lookup. Learn how this changes retrieval infrastructure for LLM‑powered agents and what it means for future AI memory design. #VectorSearch #RAG #AIMemory #AgentSystems

    🔗 aidailypost.com/news/agents-fa

  34. Anthropic lancia tool per importare memorie da ChatGPT e Gemini in Claude.

    Disponibile per utenti free oggi.

    Usa prompt per esportare dati in blocco codice e incollali.

    Memoria resta opzione free.

    #claudeai #anthropic #aimemory