At this time of year investment banks, advertising agencies, and seemingly every other business on the planet share their predictions on what is likely to unfold in the next 12 months. Journalists’ inboxes sag under the weight of unsolicited predictions for the year ahead.

But separating the wheat from the chaff when it comes to forecasts of the year ahead can be tricky.

Use a technology that has come into its own in 2024—generative artificial intelligence—may help. NotebookLM, Google’s note-taking and research assistant, uses its Gemini large language model to synthesize information from a vast number of sources. More importantly for journalism, which tries to avoid errors, it also cites where it gets its information from.

Fast Company fed 188 reports looking ahead to 2025 from a variety of industries into NotebookLM (because the tool has a limit of 50 sources per notebook, we were forced to divide it into four separate ones), then asked the chatbot to help pick out patterns in the information. What follows is a human-summarized version of AI’s analysis.

AI will remain everywhere

Artificial intelligence has changed the way we live and work in the past two years, and going into 2025, many of those 188 reports are in agreement that AI will continue to have a huge impact. The technology will be more actively integrated into business operations across sectors, a significant number agreed. “AI was the big story of 2023 and 2024, and that has not changed. In fact, AI adoption will likely begin to accelerate in 2025 as energy and commodities companies gain confidence in use cases that promote optimization and innovation,” wrote Publicis Sapient, a digital consultancy, in its 2025 outlook.

But AI’s use will be deployed across industries. AI is predicted to shift from a “nice-to-have” to a “must-have” tool for B2B marketers, with adoption increasing for content creation, personalization, predictive analytics, and campaign optimization,” wrote EssenceMediacom, a GroupM marketing agency, in its look ahead. Banks like Barclays believe AI will play a significant role in financial markets, with investors deploying it to try to get ahead. CB Insights believes AI-powered weather prediction could transform the insurance industry in 2025.

But others sound a note of caution: in its 2025 trends analysis, Zendesk highlights the risk of so-called “shadow AI” use by employees without their employers’ permission, noting in some industries such shadow use has grown 250%, causing security risks. S&P Global suggests that AI, particularly generative AI, is driving a shift toward focusing on product and service quality improvements and revenue growth—but others worry about the need to ethically develop AI, and to not assume that its training data is obtained officially.

Sustainability challenges AI adoption

Many reports said 2025 will see consumers and businesses prioritize sustainability—a challenge given the ubiquitous use of AI. Nearly two-thirds of organizations are concerned about the impact of AI and machine learning projects on their energy use and carbon footprint, according to S&P Global.

Juniper Research highlights the rise of sustainable fintech as a differentiator for banks, with consumers seeking out financial institutions aligned with their values around climate change and social impact. Similar trends are seen in sectors like the travel industry, where it’s forecast that travelers will pay more for products and services that support biodiversity. Overall, business process management firm WNS Global Services points out that sustainability is no longer a niche concern, but an expectation from the mainstream.

Consumers expect brands to lead in addressing environmental issues. Some 61% of US consumers believe that, according to Mintel, a market analyst. Some sectors are doing better than others: biotech ingredients are becoming more common in beauty products, with companies developing in the lab ingredients that replicate nature without depleting resources. Glycoproteins derived from lobsters are gaining traction, Mintel says, offering beauty benefits while supporting marine conservation.

The world will remain weird

One thing that many forecasts agree on is that they can’t agree on things. Everything from economic fluctuations, geopolitical shifts, and the climate crisis are likely to vex us in 2025. The landscape will be volatile, with wildly divergent economic forecasts. U.K. bank NatWest anticipates market volatility stemming from shifts toward fiscal activism, terminal rates, and global protectionism.

Nielsen, which predicts consumer behavior, believes normalized inflation levels and lower interest rates could improve consumer confidence and get us spending . . . but quickly adds: “However, as we have seen in frantic shifts of the recent past, these pockets of recovery can be fragile—and could evaporate as quickly as they sprout.” There’s also a split over interest rate trends worldwide. While multiple sources anticipate rate reductions, there’s uncertainty about the speed and extent of these cuts.

AXA worries social tensions and movements could be a big risk to future growth, alongside climate change and geopolitical instability, while bank Allianz cautions readers about potential “disinflation hiccups” and raises concerns about the potential of geopolitical instability and cybersecurity problems in the year ahead. But consumers are more optimistic than pessimistic, says customer experience platform Disqo, with in particular millennials, Black consumers, and “very liberal” individuals more eager for the year ahead than others.

What will China do?

Chinese influence will continue to rise, the reports agreed. Foresight Factory highlighted the growing popularity of Chinese brands such as Shein and Temu internationally continuing into 2025. Chinese culture could also become more influential, with trends like the celebration of Lunar New Year and the embrace of Chinese fashion and C-beauty becoming more common outside China.

But China’s potential strength abroad is countered by worries of weakness at home. Geopolitical tensions, and the likelihood of tariff wars between the U.S. and China, could impact global trade and integration, many worried. Multiple sources, from the IMF to Goldman Sachs and JP Morgan agree that China’s economic growth is slowing. Julius Bär suggested that China has entered a “balance sheet recession,” with a highly indebted private sector focused on saving rather than spending or investing.

Chinese policymakers will take action to try and stimulate the economy, the forecasts believe. “There is a clear realization that exports can no longer be a reliable growth engine given the headwinds from trade tensions and tariff risks under the new US administration,” writes HSBC. Goldman Sachs estimates that U.S. tariffs could subtract almost 0.7 percentage points from China’s growth in 2025. Invesco also highlights recent stimulus efforts, particularly in the housing market, where mortgage rate cuts aim to encourage borrowing and spending.

Gen Z rules all—but is cautious

“Gen Z are the ultimate entrepreneurs,” write financial consulting firm Mercer in their HR Trends for 2025 report. Youngsters cherish financial security and companies that have a demonstrated positive impact on society. Gen Z’s hope for financial security has been dubbed “muted desire” by Italian market researchers Nextatlas, and suggests a shift in consumption patterns towards more mindful spending habits.

TikTok is Gen Z’s most used app, says DCDX, a Gen Z–specific research agency—which could spell trouble if it is banned in January in the United States. One tech tool they’re cautious about? ChatGPT and its ilk. Alongside other generations Gen Z is becoming more discerning about the limitations of generative AI, according to analysts Euromonitor International. Key among Gen Z’s concerns are cautions about the potential for AI-generated misinformation and its impact on job security.

The oddest predictions

More niche outlooks for 2025 include Bacardi’s prediction that loud nightclubs will be supplanted by more relaxed “listening bars,” where venues prioritize good music, high-quality sound systems, and a laid-back experience.

Futurist Jim Carroll believes cash will “have all but disappeared” by 2025, though whether “tofu tourists” (identified as an odd trend for 2025 by Lemongrass, a travel PR agency, and describing people who seek out vegan and plant-based travel experiences) will be able to pay for their egg- and dairy-free purchases using Apple Pay or Venmo in more remote areas of the world is yet to be known.

They may well dig into their wallets and bring out physical cash for ugly cakes or pickle-flavored foods, both of which are pegged by social network Pinterest as key trends for next year.