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Five-Layer AI Cake Shapes U.S. AI Leadership Future

By

@nvidiaai

–

15 April 2026 22h20

The future of U.S. AI leadership will be shaped across every layer of the five-layer AI cake.

From energy and chips to infrastructure, models and applications, every layer matters.

Our CEO Jensen Huang on the @dwarkeshpodcast: pic.twitter.com/u8f9Pfb6XZ
— NVIDIA AI (@NVIDIAAI) 15 avril 2026

The future of U.S. AI leadership will be shaped across every layer of the five-layer AI cake. From energy and chips to infrastructure, models and applications, every layer matters. Our CEO Jensen Huang on the @dwarkeshpodcast
:

→ View original post on X — @nvidiaai

15 April 2026
Blackwell GPU: 50× Higher Token Output Than Hopper

By

@nvidia

–

15 April 2026 21h49

The outcome numbers tell the real story. Looking only at compute cost misses the story. Blackwell may appear ~2× more expensive than Hopper. FLOPS/$ suggests ~2× improvement. But the real outcome is dramatically different for NVIDIA Blackwell: >50× higher token output

→ View original post on X — @nvidia

15 April 2026
Cost Per Token: NVIDIA’s TCO Advantage for Enterprise AI

By

@nvidia

–

15 April 2026 21h49

Cost per token is the only TCO metric that captures the full picture of whether enterprises can profitably scale AI, directly accounting for: Hardware performance Software optimization Ecosystem support Real-world utilization And NVIDIA delivers the lowest cost per

→ View original post on X — @nvidia

15 April 2026
Commvault announces AI-ready data center capacity at Google Cloud Next

By

@kirkdborne

–

15 April 2026 21h44

Get ready for #GoogleCloudNext and the latest announcements from @Commvault
. Sign up here now: https://
community.commvault.com/news-events-7/
join-commvault-at-google-cloud-next-april-22-24-2026-11693
… Here is a summary excerpt of the announcement mentioned in #Commvault's quoted post below: "The demand for AI-ready data center capacity is expected to rise at

→ View original post on X — @kirkdborne

15 April 2026
California’s Robot Mining Innovation Challenges China’s Tech Lead

By

@scobleizer

–

15 April 2026 20h48

Meet California’s new miner! (The old miners who started our state dig gold out of the ground, this one digs it out of old computers).

Yeah China’s robot ecosystem is ahead of Silicon Valley but people like @SGhashghaei are working hard to keep us in the game.

Here he shows me… pic.twitter.com/gbdHGqrOz0
— Robert Scoble (@Scobleizer) 15 avril 2026

Meet California’s new miner! (The old miners who started our state dig gold out of the ground, this one digs it out of old computers). Yeah China’s robot ecosystem is ahead of Silicon Valley but people like @SGhashghaei are working hard to keep us in the game. Here he shows me

→ View original post on X — @scobleizer

15 April 2026
RAAIS 10th Edition: Space Data Centers, Generative AI, Physical AI

By

@nathanbenaich

–

15 April 2026 20h41

another exciting edition – our 10th! – of @raais is cooking up nicely 🙂 come learn about space data centers, generative worlds, physical ai, medicine and science, open endedness, and agent tokenmaxxing with 200 really bright and good people

→ View original post on X — @nathanbenaich

15 April 2026
Kardex Enhances Storage Automation with Cube-Based Robotics

By

@ronald_vanloon

–

15 April 2026 20h19

Smarter Storage: Kardex Boosts Throughput with Cube-Based #Automation
via @WevolverApp #Robotics #Engineering #Innovation #Technology pic.twitter.com/dbZpxaFxTM
— Ronald van Loon (@Ronald_vanLoon) 15 avril 2026

Smarter Storage: Kardex Boosts Throughput with Cube-Based #Automation
via @WevolverApp #Robotics #Engineering #Innovation #Technology

→ View original post on X — @ronald_vanloon

15 April 2026
ASML chip equipment stocks investment thesis cyclical re-rating

By

@tiernanraytech

–

15 April 2026 19h36

They say these chip-equipment stocks have to “re-rate” to reflect the cyclical nature of the business. Maybe, but the business continues to get stronger and stronger. That’s what matters from an investment standpoint. No cyclical re-rating for ASML: business is great Shares of

→ View original post on X — @tiernanraytech

15 April 2026
NVIDIA Nemotron 3 Super: 120B Open Model for Agentic Reasoning

By

@dair_ai

–

15 April 2026 18h29

Banger paper from NVIDIA. Agentic reasoning needs models that are not just capable, but efficient at long-context inference. The agent model layer is moving toward open, long-context, high-throughput architectures. This paper introduces Nemotron 3 Super, an open 120B parameter

→ View original post on X — @dair_ai

15 April 2026
Using IoT for Predictive Maintenance Solutions

By

@ronald_vanloon

–

15 April 2026 18h25

How to Use #IoT for Predictive Maintenance
by @antgrasso #InternetOfThings #DigitalTransformation #Innovation #Technology #Tech

→ View original post on X — @ronald_vanloon

15 April 2026

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