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LE
Researcher

Luke Emberson

Researcher at Epoch AI

LinkedIn

Co-authored research on global AI computing capacity doubling every 7 months.

6
Mentions
6
Articles
1
Outlets
Sep 2025 — Oct 2026
Coverage
Positive
Sentiment

Associated Topics

Companies Covered

Coverage Patterns

How media typically covers Luke Emberson

Article Types

  • analysis2
  • research1

Media Angles

  • technical3

Narrative Framing

  • trend1
  • cautionary1
  • competitive1

Sentiment Distribution

Based on 6 scored articles

Positive 33%Neutral 33%Mixed 17%Negative 17%

Associated AI Models

Grok 41GPT-41LLaMA-65B1Baichuan1-7B1

Writes About

James SandersAnalyst
1 article
Yafah EdelmanAnalyst
1 article

Appears Alongside

Yafah EdelmanResearcher
3 shared articles
Josh YouResearcher
3 shared articles
Venkat SomalaResearcher
3 shared articles

Articles

Most recent first

Articles Written

Luke Emberson as author

Chinese AI models have lagged the US frontier by 7 months on average since 2023
Epoch AIanalysisneutralJan 5, 2026

Chinese AI models have consistently lagged US frontier models by an average of 7 months since 2023, with the gap ranging from 4 to 14 months.

“Author of "Chinese AI models have lagged the US frontier by 7 months on average since 2023" in Epoch AI”

Foundation ModelsAI CompetitionAI ResearchLLMs
Grok 4 Training Resource Footprint
Epoch AIanalysiscautiousSep 23, 2025

Training Grok 4, the largest AI training run to date, required $500 million in energy and compute costs alone, equivalent to powering 4,000 Americans for a year and generating emissions equivalent to a Boeing jet over three years.

“Co-author of the article analyzing Grok 4 training resource footprint”

AI InfrastructureAI Chips/HardwareAI ResearchAI Governance

Also Mentioned In

Referenced in coverage

Epoch analyzed charts OpenAI published in September
Epoch AIpositiveOct 9, 2026

“Co-author analyzing OpenAI data on researchers' coding agent spending growth from January to mid-August 2026.”

Five hyperscalers now own over two-thirds of global AI compute
Epoch AIcautiousApr 15, 2026

“Byline author of analysis on AI compute ownership concentration among five hyperscalers.”

Google controls the most AI computing power, driven by its custom TPUs
Epoch AIpositiveApr 8, 2026

“Co-authored analysis on Google's dominance in AI computing power and TPU market control.”

Global AI Computing Capacity is Doubling Every 7 Months
Epoch AIresearchneutralJan 12, 2026

Global AI computing capacity is doubling every 7 months, growing at 3.3x per year since 2022, with NVIDIA controlling over 60% of the market.

“Co-authored research on global AI computing capacity doubling every 7 months.”

AI Chips/HardwareAI InfrastructureFoundation ModelsAI Competition