AI计算能力每7个月翻倍的增长率远超摩尔定律(约18-24个月翻倍)，反映了AI领域对计算资源的极度渴求和产业投入的快速增长。这种指数级增长趋势是不可持续的，将面临物理极限、能源供应和制造成本等多重挑战，可能在未来几年内放缓。

这表明Codex的开发者采用率在两周内增长了33.3%（从300万增加到400万），这是一个惊人的增长率。这种快速增长反映了开发者对AI编程工具的强烈需求，也暗示了Codex可能正在经历病毒式传播或企业快速采用阶段。

推理模型性能提升速度是非推理模型的2-3倍，这是一个显著的增长率差异。这个倍数关系表明推理模型确实带来了质的飞跃，但需要考虑这是否反映了模型架构的根本改进，还是仅仅由于更多计算资源的投入。

推理模型比非推理模型显示出2-3倍的性能提升速度，这是一个显著的增长率差异。这个倍数差异表明推理模型的引入可能代表了AI发展的一个重要转折点。然而，文章也指出无法确定精确的增长率，因为多种非线性拟合都能很好地解释数据。

Selection

Initial Assessment: Transthoracic echocardiography (TTE) is recommended at diagnosis to assess aortic valve anatomy, valve function, and thoracic aortic diameters. CT or MRI is reasonable for comprehensive anatomic assessment. [1]

Surveillance Imaging: The choice depends on aneurysm location: [2]

Aortic root/proximal ascending aorta: TTE can be used if measurements correlate well with CT/MRI

Mid-ascending, arch, or descending thoracic aorta: CT or MRI is recommended

MRI is preferred for long-term surveillance to avoid cumulative radiation exposure from serial CT scans [1][3]

Surveillance Intervals

Size-Based Recommendations: [2-4]

<4.0 cm: Every 2-3 years if stable

4.0-4.4 cm: Every 2 years

4.5-4.9 cm: Annually

5.0-5.4 cm: Every 6-12 months (consider optimization for repair)

≥5.5 cm: Surgical evaluation indicated

Initial surveillance: Obtain follow-up imaging at 6-12 months after diagnosis to establish the growth rate. If stable, adjust interval based on size. [1]

Growth rate considerations: Descending thoracic aneurysms grow faster than ascending aneurysms (mean 2.76 mm/year vs 1 mm/year overall). Growth accelerates exponentially above 4.5 cm diameter. [3-4]

Earlier intervention is reasonable when high-risk features are present, including rapid growth (≥0.5 cm/year), symptomatic aneurysm, saccular morphology, or penetrating atherosclerotic ulcers

Im Standard stellt Martin Auber mit aktuellen Daten belegt dar, warum der bloße Ausbau der Kapazitäten zur Erzeugung erneuerbarer Energien nicht zu einer Dekabonisierung führen wird. Der Energiebedarf wächst wesentlich schneller als die zur Verfügung stehende erneuerbare Energiepunkt. Durch den KI-Boom wird er noch einmal deutlich gesteigert. https://www.derstandard.at/story/3000000255154/wann-kommt-die-energiewende-oder-kommt-sie-gar-nicht

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Prof. Christina Pagel. (2021, November 3). Good @NatGeo article by @Ecquis on the growing AY.4.2 variant in the UK with lots of great experts explaining it. And a little bit of me too! At its current growth rate, it will probably become dominant in UK by the end of the year. Https://t.co/X9O9kbew2L [Tweet]. @chrischirp. https://twitter.com/chrischirp/status/1455899379475361795

Challen, R., Dyson, L., Overton, C., Guzman-Rincon, L., Danon, L., & Gog, J. (n.d.). Briefing note: Potential community transmission of B.1.617.2 inferred by S-gene positivity. 18.

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ReconfigBehSci on Twitter: ‘RT @AdamJKucharski: Summary of NERVTAG view on new SARS-CoV-2 variant, from 18 Dec (full document here: Https://t.co/yll9beVI9A) https://t.…’ / Twitter. (n.d.). Retrieved 2 March 2021, from https://twitter.com/SciBeh/status/1341034652082036739

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