Optical Links Rethink AI's Memory Bind

How will optical links change AI memory in May 2026? Learn why moving from physical stacking to light signals helps AI processors run faster.

#aimemory, #opticalinterconnect, #hbm4, #techinnovation, #aihardware

https://newsletter.tf/optical-links-ai-memory-may-2026/

Engineers are moving away from stacking memory chips to using light. This new method could increase AI memory capacity by several times compared to current limits.

#aimemory, #opticalinterconnect, #hbm4, #techinnovation, #aihardware
https://newsletter.tf/optical-links-ai-memory-may-2026/

Optical Links for AI Memory May 2026 Increase Data Speed

How will optical links change AI memory in May 2026? Learn why moving from physical stacking to light signals helps AI processors run faster.

NewsletterTF

SK hynix wants to stop AI memory from cooking itself with new iHBM cooling tech

https://fed.brid.gy/r/https://nerds.xyz/2026/05/sk-hynix-ihbm-ai-memory-cooling/

Omi - Open-source AI wearable for memory

Cossmology Profile: https://dub.sh/xYDiovX

Key People: Nik Shevchenko, Aarav Garg, Joan Cabezas

#AIMemory #OpenSource #OSS #COSS

Agents that forget aren't really agents. SAIHM — Sovereign AI Horizontal Memory: persistent, encrypted, GDPR-compliant memory across sessions and operators. Apache 2.0. https://saihm.coti.global #AIMemory #LLM
SAIHM — sovereign memory for AI agents

A sovereign, encrypted, sharable, persistent memory protocol for AI agents.

Stop Flushing the KV Cache: How GitHub Trades VRAM for Compute to Cut Agentic Workflow Costs by 10x

The Era of Stateless Agents: Building Intelligence with Goldfish Memory

Medium
Samsung Electronics, gov't propose resuming wage talks; union rejects offer

Samsung Electronics and the government on Thursday urged labor unions at the world's largest memory chipmaker to resume wage negotiations after gov...

The Korea Times

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.
Why it matters beyond embedded: legacy hardware residual values are inverting. Decommissioned switches, storage controllers, automation gear, and test instruments built ~2014–2022 are shifting from "candidate for shred" to "candidate for harvest and resale."

https://www.buysellram.com/blog/the-other-memory-crisis-2d-nand-prices-spike-2-3x-as-samsung-micron-and-sk-hynix-walk-away/

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

The Other Memory Crisis: 2D NAND Prices Spike 2–3x as Samsung, Micron, and SK Hynix Walk Away

2D NAND prices spike 2–3x in 2026 as Samsung, Micron, and SK Hynix exit legacy flash—why it matters for embedded, industrial, and IT asset markets.

BuySellRam

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.

https://www.buysellram.com/blog/the-other-memory-crisis-2d-nand-prices-spike-2-3x-as-samsung-micron-and-sk-hynix-walk-away/

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

The Other Memory Crisis: 2D NAND Prices Spike 2–3x as Samsung, Micron, and SK Hynix Walk Away

2D NAND prices spike 2–3x in 2026 as Samsung, Micron, and SK Hynix exit legacy flash—why it matters for embedded, industrial, and IT asset markets.

BuySellRam

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.
Why it matters beyond embedded: legacy hardware residual values are inverting. Decommissioned switches, storage controllers, automation gear, and test instruments built ~2014–2022 are shifting from "candidate for shred" to "candidate for harvest and resale."
https://www.buysellram.com/blog/the-other-memory-crisis-2d-nand-prices-spike-2-3x-as-samsung-micron-and-sk-hynix-walk-away/

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

The Other Memory Crisis: 2D NAND Prices Spike 2–3x as Samsung, Micron, and SK Hynix Walk Away

2D NAND prices spike 2–3x in 2026 as Samsung, Micron, and SK Hynix exit legacy flash—why it matters for embedded, industrial, and IT asset markets.

BuySellRam