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Researchers at Imperial College London and the London School of Hygiene and Tropical Medicine modelled heat-related mortality across 854 European cities for June to August 2026 and found the highest total the method has produced for any European summer, with roughly two-thirds of the deaths attributed to fossil fuel warming.
SpaceX's results for the quarter to 30 September 2026, filed with the SEC on 20 October, show the renamed Super Intelligence segment overtaking Starlink on revenue while absorbing $16.4 billion of capital spending in three months.
Researchers at the University of California, Irvine and Italy's National Institute of Health modelled four patterns of behavioural adaptation to heat and found the combined case added 46 lung cancer deaths per 10,000 people in the United States and 42 in a pooled French, German and Italian population, published on 17 October 2026.
The European Commission published survey results on 14 October 2026 showing 42 per cent of EU SMEs and mid-caps already use AI or algorithmic management, mostly experimentally, while only 2 per cent of decisions are fully automated. Investment cost, legal uncertainty and missing expertise rank within two points of each other as barriers.
Will Aarons and Asani Sarkar used the 2025 Small Business Credit Survey to compare the twelve-month expectations of AI adopters and non-adopters among 5,248 US employer firms. The gap survives controls for firm age, size, profitability, owner characteristics and past employment, and is widest among firms in poor financial condition.
Samsung Electronics estimated third-quarter operating profit of 107.4 trillion won and TSMC reported quarterly revenue of T$1.49 trillion on the same day. One is an earnings estimate, the other is turnover, and neither company has split price from volume.
A study in Earth's Future finds that 75 per cent of tropical forests endured simultaneous extreme heat and drought for an average of six months during the 2023-24 El Nino, and projects those conditions as the annual norm in most tropical regions by 2043 under any scenario short of carbon neutrality by 2075. A companion paper in Communications Earth & Environment estimates that fire-derived ozone adds carbon losses equal to 24 per cent of the fires' direct emissions.
US non-residential construction trades added 84,700 jobs in the year to September 2026 while the information sector shed 120,000 and computer systems design lost 32,200, according to BLS data released on 2 October. Headline payroll growth was 29,000 against a 84,000 forecast.
South Korea's trade ministry reported on 1 October 2026 that September exports rose 83.5% year on year to a record $120.94 billion, with semiconductors alone at $60.30 billion. Contract prices, not just volumes, are doing much of the work.
A McKinsey Global Institute report published on 29 September 2026 models US labour demand to 2035 and finds that automation could cut demand by the equivalent of 36 million jobs while growth generates demand for more than 40 million, leaving roughly 11 million workers needing to switch occupations. Bureau of Labor Statistics figures released the same day show job openings at 7.079 million and the quits rate at 1.9%.
Brazilian Amazon deforestation more than halved between 2022 and 2025 according to INPE's PRODES record, and preliminary satellite alerts point to a further fall this year. Carbon Brief's 28 September analysis compares that against a modelled scenario without forest code enforcement and finds at least 20,000 square kilometres of forest still standing, days before Brazil's 4 October election.
A 10-percentage-point rise in a major's automatable task share is associated with a 1.7-point fall in the chance of employment within a year of graduating, and first-year earnings about 5 per cent lower, according to Dallas Fed research published on 22 September 2026.
A new Harvard database of climate targets across the Russell 3000 finds that most companies revise their emissions goals before the target year, and that about 42 per cent of those revisions lowered ambition against 15 per cent that raised it.
A Pew Research Center report published on 17 September 2026 finds that in 34 of 37 countries surveyed, more people expect artificial intelligence to reduce jobs than to create them. Concern has risen most in Sweden, Poland and the Netherlands, and among Americans under 35 it has gone from 40% to 55% since 2024.
The IMBIE team’s dataset in Scientific Data, published on 16 September 2026, finds Greenland and Antarctica lost 11,309 billion tonnes of ice from 1979 to 2023, adding 31.4 mm to sea level, with 84% of the loss driven by faster glacier discharge into the ocean rather than surface melt.
Two data-heavy reports a week apart in August 2026 reach the same conclusion: no economy-wide AI job loss, but a widening hiring gap for early-career workers in exposed occupations, with call-centre employment 27% to 39% below trend across the US, Canada and Germany.
EIA's September Short-Term Energy Outlook projects US generation rising 2.2% to a record 4,368 billion kWh in 2026 and a further 1.7% in 2027, with the West South Central region the largest contributor despite the Texas pause. EIA cut its 2027 Texas load-growth forecast from 14% to 6% after Governor Abbott ordered an audit of every data centre in ERCOT's queue.
· 5 min read
The Parallax Brief
5 things worth knowing today.
A five-item daily brief: what happened, why it matters and what to watch. Written by the desk, verified by editors.