AI Infrastructure

Firebird’s Armenia AI factory is live. The 300 MW promise is not

Article BriefKey takeaways4 Points24s Read01What opened-Firebird has launched an operating Blackwell AI facility in Hrazdan, but the opening documents do…

2 days ago

Microsoft Is Now Buying Mistral’s Compute, Not Selling It

Article BriefKey Takeaways4 Points24s Read01The flip-Microsoft will now buy GPU compute from Mistral's European fleet, reversing their 2024 roles when…

2 weeks ago

Korea’s sovereign AI factory is really a $10B financing story

The headline number out of Korea this week is 200 megawatts. It is the wrong number to watch. NAVER, NVIDIA…

2 weeks ago

Alphabet’s Record Profit Hides Its First AI Cash Burn

Alphabet did two things in the same quarter it had never done together: it booked the largest profit in its…

2 weeks ago

Inference Chips Are Becoming Loan Collateral in a $400M Bet

Article BriefKey Takeaways4 Points24s Read01The deal-Upper90 committed a debt facility of up to $400 million to inference cloud operator General…

2 weeks ago

Fireworks raised $1.5B on a number that reframes open weights: 95%

Article BriefKey Takeaways5 Points30s Read01The 95% number-More than 95% of the ~40 trillion tokens Fireworks serves daily come from models…

2 weeks ago

Google’s Ironwood TPU Still Has No Public Price, Three Months After Launch

Article BriefKey Takeaways5 Points30s Read01Availability-Ironwood reached general availability on April 22, 2026, but Google publishes no on-demand price for it,…

2 weeks ago

AMD and Cerebras Split AI Inference in Two — Read the Footnote

Article BriefKey Takeaways5 Points30s Read01The deal-AMD and Cerebras will split AI inference across two machines: AMD Helios racks process prompts…

3 weeks ago

NVIDIA’s 10× Vera Rubin result needs the missing math

CoreWeave says the first measured result from a live NVIDIA Vera Rubin NVL72 rack delivered up to 10 times the…

3 weeks ago

Xinference 3.0’s Biggest AI Upgrade Is a 401 Error

Article BriefKey Takeaways4 Points24s Read01Default boundary-Xinference 3.0 enables its SQLite-backed authentication system by default, so credential-free clients can begin receiving…

3 weeks ago

GPT-5.6 on Bedrock: Enterprise Cost Test

Amazon’s strongest economic claim for running GPT-5.6 through Bedrock is not that the models are cheaper. It is that the…

3 weeks ago

JAX 0.11.0 Makes AI Training Memory Policy Programmable

Article BriefKey Takeaways4 Points24s Read01Control surface-custom_remat lets AI framework code express forward, rematerialization and backward behavior at a function boundary.02Opt-in…

4 weeks ago

Grok on Amazon Bedrock Has an Enterprise Portability Catch

AWS and xAI published a hands-on Grok 4.3 tutorial on July 16, one month after the model first reached Amazon…

4 weeks ago

Inkling’s Open Weights Still Need a Data Center

Article BriefWhat matters4 Points24s Read01Scale-Only 41 billion of Inkling’s 975 billion parameters are active per token, but the smallest official…

4 weeks ago

The Glut Scare: What Broke the AI Memory Trade — and What the Math Says

Thursday's selloff priced in an AI memory glut that, on every published construction timeline, does not exist yet. SanDisk closed…

1 month ago

AMD Stock’s $65 Billion Day: The Meta Deal Cuts Both Ways

AMD set its all-time record close, $580.91, on Tuesday, June 30, 2026. It got to keep the record for exactly…

1 month ago

Nvidia Stock Barely Moved on July 1. Everything Around It Repriced

NVIDIA closed at $197.58 on Wednesday, July 1, 2026, down 1.25%. In a normal tape that is rounding error. On…

1 month ago

Palantir Stock’s $22 Billion Day: What the NVIDIA Deal Really Buys

Palantir Technologies closed at $125.73 on Wednesday, July 1, 2026 — up 7.8% in a session that added roughly $21.7…

1 month ago

Nebius Lost $12 Billion in a Day. Meta’s Cloud Plan Explains Why

Nebius Group closed at $229.18 on Wednesday, July 1, 2026 — down 17% in a single session, the worst one-day…

1 month ago

Vertiv Is Winning AI’s Heat Problem. The Stock Already Knows

Vertiv Holdings has become one of the cleanest ways to own the AI build-out without betting on which chip wins.…

2 months ago

Ciena Stock Is AI’s Bandwidth Tax Wall Street Just Repriced

CienaNYSECIEN$489.23▼ −46.40 (−8.66%)Q2 FY26 revenue$1.57B, +40% YoYFY26 revenue guide$6.3B midpointBacklog$7.7BCloud exposureDirect cloud +70% YoYAs of Jun 5, 2026 close↻ Refresh…

2 months ago

Onto Innovation Is the AI Chip Buildout’s Yield Layer

Article BriefKey Takeaways3 Points18s Read01Infrastructure angle-Onto Innovation is an AI-chip infrastructure name because HBM, 2.5D packaging, gate-all-around logic, and chiplet…

2 months ago

The AI Trade Just Got Less Forgiving

Friday's tape delivered the useful kind of warning: AI demand can be excellent and the stocks can still be punished.Broadcom…

2 months ago

SanDisk Stock: The $42 Billion AI Backlog Is Rewriting the NAND Cycle

SanDisk stock has already had the kind of run that usually ends an argument. On TECHi's live SNDK quote page,…

2 months ago

Why Marvell Stock Surged After Jensen Huang’s Nvidia Comments

Marvell Technology stock did not just have a strong semiconductor tape on Tuesday. It had the kind of session that…

2 months ago

Broadcom Earnings Preview: The AI ASIC Bar Is About to Move Again

Broadcom does not report like a quiet component supplier anymore. When the company releases Q2 FY2026 results after the close…

2 months ago

Oracle vs Broadcom: AI capacity landlord or custom silicon toll road?

Oracle and Broadcom are now chasing the same AI infrastructure budget, but they are not selling the same thing. Oracle…

2 months ago

Oracle earnings preview: OCI backlog is huge, but AI capex is the real test

Oracle reports on June 10, 2026, and the easy headline is that OCI is finally getting the AI cloud respect…

2 months ago

SMCI stock is rising with Dell. The comparison is getting harder

Super Micro Computer is rising with Dell because the first read-through is obvious: Dell just showed that AI server demand…

2 months ago

Dell stock exploded on AI servers. Now comes the margin test.

Dell just gave AI hardware investors the number they wanted, and that is exactly why the stock is harder now.…

2 months ago