[ES] El impacto ambiental de la inteligencia artificial: energía, agua y sostenibilidad

[ES] El impacto ambiental de la inteligencia artificial: energía, agua y sostenibilidad

Meteorology Matters is testing episodes in English and Spanish.

  • Seasons 1–100: English Episodes
  • Temporadas 101–200: Episodios en Español

La rápida integración de la Inteligencia Artificial (IA) en la vida cotidiana está impulsando una demanda creciente y sin precedentes de recursos computacionales, lo que genera una huella ambiental significativa y creciente. Este informe sintetiza datos clave sobre el consumo de energía y agua de la IA, su contribución a las emisiones de carbono y los residuos electrónicos, y las estrategias emergentes para mitigar estos impactos.

La principal carga ambiental de la IA reside en los enormes centros de datos necesarios para entrenar y operar sus modelos. Estas instalaciones consumieron el 4,4 % de la electricidad de EE. UU. en 2023, una cifra que se proyecta que se triplicará para 2028. A nivel mundial, el consumo de electricidad de los centros de datos se duplicará entre 2022 y 2026, alcanzando un nivel comparable al de todo Japón. Este aumento se debe principalmente a la IA generativa, que requiere energía constante y fiable, lo que aumenta la dependencia de los combustibles fósiles y obliga a ubicar los centros de datos en regiones con redes eléctricas con mayor contenido de carbono.

Más allá de la electricidad, la necesidad de agua de la IA para refrigerar su hardware está generando crisis agudas y localizadas. Los informes indican que el consumo de agua de las principales empresas tecnológicas ha aumentado hasta un 34 % en un solo año, lo que ha sobrecargado los suministros municipales, afectado a las comunidades locales y provocado protestas en regiones desde Estados Unidos hasta Sudamérica.

Un desafío crítico para abordar estos problemas es la falta generalizada de transparencia de las empresas tecnológicas, que tratan sus datos de consumo de recursos como secretos comerciales. Este enfoque de "caja negra" obstaculiza la regulación, la investigación y la rendición de cuentas públicas efectivas. En respuesta, están comenzando a surgir iniciativas legislativas y de estandarización en Estados Unidos y la Unión Europea para exigir la presentación de informes.

Si bien el costo energético de entrenar modelos como GPT-4 es inmenso (estimado en más de 50 gigavatios-hora), la mayor parte de la demanda energética de la IA (80-90 %) proviene ahora de la "inferencia", el uso diario de estos modelos por parte de miles de millones de usuarios. La trayectoria futura apunta a un consumo aún mayor, con el desarrollo de "agentes" de IA y "modelos de razonamiento" que podrían requerir órdenes de magnitud mayores de energía. Las soluciones propuestas se centran en una estrategia multifacética: desarrollar modelos y hardware de IA más eficientes, trasladar los centros de datos a fuentes de energía renovables y fomentar la investigación interdisciplinaria para guiar el desarrollo sostenible.

Jaksot(212)

Hurricane Helene: Impact Erwin Tennessee

Hurricane Helene: Impact Erwin Tennessee

Meteorology Matters looks at a Washington Post investigation into the deaths of six Impact Plastics employees during Hurricane Helene's flooding in Erwin, Tennessee. The investigation highlights the role of both the severe weather and allegedly inadequate employer responses in the fatalities, contrasting this with the successful rescue of hospital staff and patients. We also examine the deaths of workers at an Amazon warehouse and a Kentucky candle factory during a tornado. The lack of union representation contributed to the workers' inability to leave their workplaces before the disaster and emphasizes the importance of unions in ensuring worker safety and fair treatment. This boils down to the tragic consequences of prioritizing profit over worker safety in the face of extreme weather events.

3 Joulu 202411min

Lake Effect: 6 Feet of Snow Forecast for Watertown, NY

Lake Effect: 6 Feet of Snow Forecast for Watertown, NY

Meteorology Matters reports on a major Thanksgiving Weekend lake-effect snowstorm impacting upstate New York and parts of the Great Lakes region. Significant snowfall accumulations of up to five or six feet are predicted, especially near Watertown, NY, and along the shores of Lakes Erie and Ontario. Hazardous travel conditions and widespread disruptions are anticipated, prompting warnings and travel restrictions. State and local authorities are mobilizing resources, including the National Guard and transportation crews, to respond to the storm's impact. The storm is expected to last through early Monday.

29 Marras 202411min

Gust vs Sustained Wind: Application to Building Standards

Gust vs Sustained Wind: Application to Building Standards

Meteorology Matters presents an analytical framework for standardizing tropical cyclone wind characteristics (mean wind speed, turbulence intensity, integral scale, gust factor, and peak factor) from various measurement conditions to a common reference. This framework uses equilibrium boundary-layer theory and is applied to data from seven tropical cyclones (four typhoons, three hurricanes), comparing results to existing standards (ASCE 7-10 and AIJ-RLB-2004). We continue to. examine gust factor variations based on coastal tower measurements during three landfalling typhoons. We explore the relationships between gust factor and turbulence intensity, height, wind speed, and direction, finding that gust factors are smaller than those in national codes and influenced significantly by shoreline confinement on sea wave development.

29 Marras 202410min

Thanksgiving Week Weather

Thanksgiving Week Weather

Meteorology Matters discusses Thanksgiving week weather forecasts across the U.S., predicting potential travel disruptions. CBS News reports on severe storms impacting the Pacific Northwest and California, with ensuing power outages and fatalities, while also forecasting rain and snow in the East impacting Thanksgiving travel. Weather.com provides a more detailed, day-by-day forecast, highlighting potential travel issues due to snow in mountainous regions and lake-effect snow in the Great Lakes area, along with rain and thunderstorms in other parts of the country. The overall message is one of caution and preparedness for holiday travel.

28 Marras 202413min

Deadlines Loom for FEMA Hurricane Disaster Assistance, Unemployment, and Appeals

Deadlines Loom for FEMA Hurricane Disaster Assistance, Unemployment, and Appeals

Meteorology Matters provides details onthe Disaster Unemployment Assistance (DUA) and Federal Emergency Management Agency (FEMA) aid available to Florida residents affected by Hurricanes Helene and Milton. We explain how to apply for FEMA assistance and appeal denials, highlighting challenges faced by applicants. We also focus on DUA application procedures, deadlines, and eligibility requirements for individuals whose employment was impacted by the hurricanes. We go over supplemental information on DUA, including eligibility criteria, application methods, and appeal processes, emphasizing the importance of meeting deadlines and providing necessary documentation. We aim to inform and guide individuals seeking aid after the hurricanes before time runs out!

25 Marras 202416min

What a Second Trump Term Means for Science

What a Second Trump Term Means for Science

People express concern over the potential impact of a second Trump presidency on US science policy. They highlight anxieties regarding potential budget cuts to scientific research, increased focus on research security potentially hindering international collaboration, and a diminished respect for scientific consensus in policy decisions, particularly concerning climate change and public health. The appointment of Robert F. Kennedy Jr. to a key position is cited as a cause for alarm due to his controversial views on public health. Finally, there are discussions of proactive strategies for the scientific community to engage with the new administration and advocate for continued funding and the preservation of independent scientific agencies.

25 Marras 202416min

Climate Change Supercharged Hurricane Season 2024

Climate Change Supercharged Hurricane Season 2024

Meteorology Matters looks at how Climate change significantly intensified the 2024 Atlantic hurricane season. Multiple reports, including one from Climate Central and a peer-reviewed study in Environmental Research: Climate, confirm that human-caused ocean warming increased the wind speeds of all eleven hurricanes. This resulted in seven hurricanes being upgraded to higher Saffir-Simpson categories and two tropical storms becoming hurricanes. The increased intensity led to substantial damage and economic losses, with climate change attributed to a significant portion of the damage caused by Hurricanes Helene and Milton. A separate analysis by a hurricane expert highlights the unusually active 2024 season, noting record-breaking ocean temperatures and the occurrence of three simultaneous hurricanes in October.

23 Marras 202418min

November Florida Hurricanes & Potential Sara

November Florida Hurricanes & Potential Sara

A potential tropical storm, dubbed Invest 99L, is forming in the Caribbean and has a high chance of developing into Tropical Storm Sara within the next few days.Multiple weather models are forecasting Sara to potentially become a hurricane and threaten Florida's Gulf Coast next week, although the track and intensity of the storm remain uncertain. MeteorologyMatters discusses the rarity of November hurricanes, with only three recorded landfalls in the US since 1850, but warn that warm water temperatures in the Atlantic basin are fueling an unusually active hurricane season.

13 Marras 202417min

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