Jevons Paradox vs the DC bubble narrative.

DeepSeek cut AI training cost by 95%. Bears said demand would fall.

What happened: Meta raised capex to $65B. Amazon to $200B. Microsoft held at $80B.

Per-unit cost drops 90%, total volume rises 1,000%. Every efficiency gain bears cite AGAINST DC demand is evidence FOR it.

https://resistancezero.com/article-17.html

#DataCenter #JevonsParadox #AIInfrastructure #SoutheastAsia

The $37 Billion Opportunity: Why SEA's Data Center Surge Will Define the Next Digital Decade

Structural demand analysis: Jevons Paradox, sovereign AI mandates, $1T digital economy. Why the 'bubble' narrative fundamentally misunderstands SEA's infrastructure trajectory.

Bagus Dwi Permana Portfolio

Rohan Paul (@rohanpaul_ai)

최근 경제 논문을 소개하며 'Structural Jevons Paradox'를 모델링했다고 설명합니다. LLM 운용 단가가 하락해도 전체 컴퓨팅 에너지 소비는 오히려 폭증하는 현상을 수리적으로 증명했다는 내용으로, AI 산업의 에너지·효율 문제를 조명합니다.

https://x.com/rohanpaul_ai/status/2034001376263700693

#jevonsparadox #energy #llm #airesearch

Rohan Paul (@rohanpaul_ai) on X

Brilliant economic paper, directly models the "Structural Jevons Paradox" happening right now in the AI industry. The cost of running an LLM is dropping, but total computing energy is exploding anyway. It mathematically proves that as the unit cost of digital intelligence and

X (formerly Twitter)
DeepSeek matched top US AI models at a fraction of the cost. If efficiency makes AI cheaper, do we use the same amount more efficiently or way more? This is the heart of Jevon's paradox. https://www.poppastring.com/blog/what-about-jevons-paradox #AI #JevonsParadox
What about Jevons paradox?

Cade Metz on NVIDIA's Challenging Day: When DeepSeek introduced its DeepSeek-V3 ...

The Warren Jevons Paradox: the more efficient one is at writing classic rock, the more classic rock one will write #jevonsparadox #verysmart #ai

@h4ckernews

This comment thread seems more valid than the article itself.

"Jevon's Paradox is that efficiency leads to use, not "spend more on what is more productive". Your description is just wrong. In Jevon's Paradox the classic example is when the cost of a unit of energy falls, the aggregate energy use grows. It is not "Things that are more productive are more expensive"

The underlying phenomenon you are grasping for is much simpler to understand - when more wealth enters a system, it forces prices up. As a result some services disappear (trying finding a sewing machine repair shop) and some get more expensive, because those people are competing for the same necessities, housing, food, medical, as the people with excess wealth."

#jevonsparadox

https://www.a16z.news/p/why-ac-is-cheap-but-ac-repair-is/comment/173530109

Becoming Human on a16z

There is an astonishing amount of bad thinking in this piece. More than even normal. 1. The chart of what is rising in cost versus falling is far easier to explain as "Stuff everyone has to buy to live" versus "stuff they don't." 2. The rise in wages for HVAC is below inflation, and the other trades even more below inflation. Neither is even close to the rise in stocks, CEO pay, or yields from private equity 3. Jevon's Paradox is that efficiency leads to use, not "spend more on what is more productive". Your description is just wrong. In Jevon's Paradox the classic example is when the cost of a unit of energy falls, the aggregate energy use grows. It is not "Things that are more productive are more expensive" The underlying phenomenon you are grasping for is much simpler to understand - when more wealth enters a system, it forces prices up. As a result some services disappear (trying finding a sewing machine repair shop) and some get more expensive, because those people are competing for the same necessities, housing, food, medical, as the people with excess wealth. Even the orchestra example is a whiff. Orchestras declined because of taste coupled with the proliferation of entertainment alternatives. It is likely they were only sustained as long as they were by a static economic state (the princes). Chamber music is incredibly productive when one includes radio, Spotify, and digital recording. This article is tendentious nonsense, but predictable for people pushing AI.

a16z

Radiologists Thrive Amid AI Growth - All In Podcast

#ai #jevonsparadox

US parents identify social media and screen time as top threats to children's health, while experts debate AI's impact on job skills and employment trends.
#YonhapInfomax #SocialMedia #OpenAI #ArtificialIntelligence #JobSkills #JevonsParadox #Economics #FinancialMarkets #Banking #Securities #Bonds #StockMarket
https://en.infomaxai.com/news/articleView.html?idxno=97909
[Wall Street Talk] US Parents Cite Social Media as Top Threat to Children's Well-Being This Year

US parents identify social media and screen time as top threats to children's health, while experts debate AI's impact on job skills and employment trends.

Yonhap Infomax

Is #AI / #ML / #LLMs going to make your engineering job obsolete? Michelle Brush argues the exact opposite: The job is about to get much, much harder.

Discover how the #JevonsParadox will create massive software demand, while the #IroniesOfAutomation will make the remaining engineering jobs harder.

To thrive & lead in this new tech landscape, engineers MUST master these skills:
🔹 Systems Thinking
🔹 Non-Abstract System Design
🔹 Reliability Engineering
🔹 Complexity Theory

Watch the #InfoQ video for more insights: https://bit.ly/4rxnHAT

#Leadership #Agile #transcript included

Why AC is cheap, but AC repair is a luxury

The Baumol Effect and Jevons paradox are related

a16z

Aus Gründen: "Das bedeutet, dass Sie jetzt eine Menge Geld für sehr kurzfristigen Nutzen ausgeben."

#JevonsParadox: keine Death-Metal-Band, sondern #InducedDemand

Quelle: "abctv" (jetzt ABC Australia) leicht satirisch 11. Oktober 2019 bei Twitter #OneMoreLaneWillFixIt #A100 https://x.com/ABCTV/status/1182468049011535872