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Keldura Daily · AI & Technology

AI infrastructure’s climate cost and X’s creator-payment reset

Amazon is backing dedicated gas generation for a large AI-oriented data center in Texas, while X is replacing its creator revenue-sharing model with rewards focused on original content and Premium-user impressions.[1][3]

The field note

1 source · 2 items
  1. A qualified impression must be a unique Premium-subscriber impression on the Home Timeline with at least 50 per…
  2. X says original content can include reporting, analysis, creator-shot photos or videos, graphics, illustrations…
  3. Commentary and reactions remain eligible when they add something meaningful, while simple reposting or replying…
Story 011 source

X shifts creator payouts toward original content [1]

X will end its existing creator revenue-sharing program and launch Original Content Rewards on September 8, with current participants continuing to earn under the old model through September 7.[1] The replacement will pay for qualified impressions from Premium subscribers on eligible original reporting, analysis, media, illustrations, memes, commentary, and reactions.[1]

Why it matters

The change redirects X’s creator incentives away from replies and repurposed posts toward material the platform classifies as original and meaningful, potentially affecting which formats creators prioritize.[1] Eligibility also depends on reaching at least 500 verified followers and 500,000 Home Timeline impressions from verified users over the preceding 90 days.[1]

Key insights

  • A qualified impression must be a unique Premium-subscriber impression on the Home Timeline with at least 50 percent of the post visible.[1]
  • X says original content can include reporting, analysis, creator-shot photos or videos, graphics, illustrations, and memes.[1]
  • Commentary and reactions remain eligible when they add something meaningful, while simple reposting or replying is not intended to provide viable income under the new system.[1]
Story 021 source

Amazon-backed Texas power plant highlights AI’s emissions burden [3]

Amazon is investing in a gas-burning power plant intended primarily to supply a new data center in Pecos County, Texas, initially without connecting to the state power grid.[3] The proposed GW Ranch facility would use 35 natural-gas turbines to provide 7.65 gigawatts and has a Texas permit allowing emissions of up to 33 million tons of CO2.[3]

Why it matters

Even emissions well below the permitted ceiling could undermine Amazon’s Climate Pledge as its emissions have already risen for several years amid growing AI demand.[3] The project also reflects a wider trend in which Meta, Google, and other technology companies are developing power generation that includes gas, coal, and other non-renewable sources for AI data centers.[3]

Key insights

  • The permitted ceiling exceeds the emissions of the country’s largest coal plant, although power plants rarely emit the full amount their permits allow.[3]
  • Amazon confirmed that it purchased the data-center site and plans to buy power from GW Ranch.[3]
  • Amazon says the on-site generation will avoid increasing electricity costs for Texas families and is designed to transition to grid-connected service when interconnection timelines permit.[3]
  • The company says it is exploring on-site solar and battery storage while planning non-potable water sources and cooling technology intended to minimize water consumption.[3]

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