+ POLICY — Keir Starmer has said ministers should be able to “look every parent in the eye” and pledge that tech can cre…− POLICY — Artificial intelligence poses a “Hiroshima”-style risk to humanity if governments do not agree to curb how it…− CLIMATE — Artificial intelligence is often associated with ludicrous amounts of electricity, and therefore planet-heati…− EDUCATION — While many schools in England have banned smartphones, in Estonia – regarded as the new European education po…− EDUCATION — In a Cambridge classroom, Joseph, 10, trained his AI model to discern between drawings of apples and drawings…− EDUCATION — OpenAI CEO Sam Altman recently told a US podcast that if he was graduating today, “I would feel like the luck…+ EDUCATION — I disagree with the decision of lecturers to use artificial intelligence to create teaching materials (‘We co…− BUSINESS — Americans are growing worried about what artificial intelligence portends for their futures. Eight in 10 Amer…
TruaceTracing the truth around AISunday, July 12, 2026
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Climate·The Trace·Automated dual reading·Published 2026-07-12

AI is guzzling energy for slop content – could it be reimagined to help the climate?

Artificial intelligence is often associated with ludicrous amounts of electricity, and therefore planet-heating emissions, expended to create nonsensical or misleading slop that is of meagre value to humanity. Some AI advocates at a major UN climate summit are posing an alternative view, though – what if AI could help us solve, rather than worsen, the climate crisis? The “AI for good” argument has been made repeatedly at the Cop30 talks in Belém, Brazil, with supporters arguing AI can be used to lower, rather th…

TRV-2026-0103JournalismPermanent record — cite & verify
Trace impact reading

Contested: both sides are scored from claims and sources, not community votes.

P 50The P score combines the specificity and measured human impact of the problem claim, the strength of this Trace’s sources, and problem-side source support across the same sector.G 48The G score combines the specificity and measured human impact of the gain claim, the strength of this Trace’s sources, and gain-side source support across the same sector.
AI is guzzling energy for slop content – could it be reimagined to help the climate?
The quick read

Artificial intelligence is often associated with ludicrous amounts of electricity, and therefore planet-heating emissions, expended to create nonsensical or misleading slop that is of meagre value to humanity. Some AI advocates at a major UN climate summit are posing an alternative view, though, what if AI could help us solve, rather than worsen, the climate crisis?

The “AI for good” argument has been made repeatedly at the Cop30 talks in Belém, Brazil, with supporters arguing AI can be used to lower, rather than raise, emissions through a series of efficiencies that can spread through areas of our lives such as food, transport and energy that cause much of the pollution dangerously heating our planet. Last week, a coalition of groups, UN bodies and the Brazilian government unveiled the AI Climate Institute, a new global initiative aimed at fostering AI “as a tool of empowerment” in developing countries to help them tackle environmental problems.

Main points
  • Artificial intelligence is often associated with ludicrous amounts of electricity, and therefore planet-heating emissions, expended to create nonsensical or misleading slop that is of meagre value to humanity.
  • Some AI advocates at a major UN climate summit are posing an alternative view, though, what if AI could help us solve, rather than worsen, the climate crisis?
  • The “AI for good” argument has been made repeatedly at the Cop30 talks in Belém, Brazil, with supporters arguing AI can be used to lower, rather than raise, emissions through a series of efficiencies that can spread through areas of our lives such as food, transport and energy that cause much of the pollution dangerously heating our planet.
Gain

Even weather forecasting, including the mapping of impending climate-driven disasters such as flooding and wildfires, can be improved in this way, according to Maria João Sousa, executive director, Climate Change AI, one of the groups behind the new initiative.

Problem

The “AI for good” argument has been made repeatedly at the Cop30 talks in Belém, Brazil, with supporters arguing AI can be used to lower, rather than raise, emissions through a series of efficiencies that can spread through areas of our lives such as food, transport and energy that cause much of the pollution dangerously heating our planet.

What this doesn’t fix

Automated evidence review: this reading is limited to the cited source set and may change as contradicting evidence or broader outcome data enters the record.

Sources

The debate