
My Opinion | 122657 Views | Aug 14,2021
Feb 1 , 2025
By Philippe Aghion , Xavier Jaravel and Simon Bunel
Some prominent economists argue that the revolution in artificial intelligence (AI), particularly the rapid development of generative AI, will have only moderate effects on productivity growth but unambiguously negative effects on employment, owing to the automation of many tasks and jobs. We disagree on both counts.
When it comes to productivity growth, AI’s impact can operate through two distinct channels: automating tasks in the production of goods and services, and automating tasks in the production of new ideas. When Erik Brynjolfsson and his co-authors recently examined the impact of generative AI on customer-service agents at a US software firm, they found that productivity among workers with access to an AI assistant increased by almost 14pc in the first month of use, then stabilised at a level approximately 25pc higher after three months.
Another study finds similarly strong productivity gains among a diverse group of knowledge workers, with lower-productivity workers experiencing the strongest initial effects, thus reducing inequality within firms.
Moving from the micro to the macro level, in a 2024 paper, we considered two alternatives for estimating the impact of AI on potential growth over the next decade. The first approach exploits the parallel between the AI revolution and past technological revolutions, while the second follows Daron Acemoglu's task-based framework, which we consider in light of the available data from existing empirical studies.
Based on the first approach, we estimate that the AI revolution should increase aggregate productivity growth by 0.8-1.3 percentage points per year over the next decade. Similarly, using Acemoglu’s task-based formula, but with our own reading of the recent empirical literature, we estimate that AI should increase aggregate productivity growth by between 0.07 and 1.24 percentage points per year, with a median estimate of 0.68. In comparison, Acemoglu projects an increase of only 0.07 percentage points.
Our estimated median should be seen as a lower bound, because it does not account for AI’s potential to automate the production of ideas. On the other hand, our estimates do not account for potential obstacles to growth, notably the lack of competition in various segments of the AI value chain, which are already controlled by the digital revolution’s superstar firms.
What about AI’s implications for overall employment?
In a new study of French firm-level data collected between 2018 and 2020, we show that AI adoption is positively associated with an increase in total firm-level employment and sales. This finding is consistent with most recent studies of the firm-level effects of automation on labour demand, and it supports the view that AI adoption induces productivity gains by helping firms expand the scope of their business.
This productivity effect appears to be stronger than AI’s potential displacement effects (whereby AI takes over tasks associated with certain types of jobs and workers, thus reducing labour demand). We find that the impact of AI on labour demand is positive even for occupations often classified as vulnerable to automation, such as accounting, telemarketing, and secretarial work. While certain uses of AI (such as for digital security) lead to positive employment growth, other uses (administrative processes) tend to have small negative effects.
But, these differences appear to stem from different uses of AI, rather than from inherent characteristics of the affected occupations.
All told, the main risk for workers is that they will be displaced by workers at other firms using AI, rather than by AI directly. Slowing down the pace of AI adoption would likely be self-defeating for domestic employment, because many firms will be competing internationally with AI adopters.
While our interpretation of the data shows that AI could drive growth and employment, realising this potential will require suitable policy reforms. For example, competition policy should ensure that the superstar firms that dominate the upper segments of the value chain do not stifle entry by new innovators. Our study finds that AI adopters are predominantly much larger and more productive than non-adopters, suggesting that those already on top are positioned to be the biggest winners of the AI revolution.
To avoid increased market concentration and entrenched market power, we should encourage AI adoption by smaller firms, which can be achieved through a combination of competition policy and suitable industrial policy that improves access to data and computing power. To enhance the employment potential of AI and minimize its adverse effects on workers, broad-based access to high-quality education, together with training programs and active labour-market policies, will be crucial.
The next technological revolution is already underway. The future of entire countries and economies will depend on their willingness and ability to adapt to it.
PUBLISHED ON
Feb 01,2025 [ VOL
25 , NO
1292]
My Opinion | 122657 Views | Aug 14,2021
My Opinion | 118771 Views | Aug 21,2021
My Opinion | 117222 Views | Sep 10,2021
My Opinion | 115032 Views | Aug 07,2021
Editorial | Feb 01,2025
Dec 22 , 2024 . By TIZITA SHEWAFERAW
Charged with transforming colossal state-owned enterprises into modern and competitiv...
Aug 18 , 2024 . By AKSAH ITALO
Although predictable Yonas Zerihun's job in the ride-hailing service is not immune to...
Jul 28 , 2024 . By TIZITA SHEWAFERAW
Unhabitual, perhaps too many, Samuel Gebreyohannes, 38, used to occasionally enjoy a couple of beers at breakfast. However, he recently swit...
Jul 13 , 2024 . By AKSAH ITALO
Investors who rely on tractors, trucks, and field vehicles for commuting, transporting commodities, and f...
Feb 1 , 2025
Urban renewal is seldom gentle to those on the receiving end of redevelopment. Take s...
Jan 25 , 2025
Grand ambitions have long driven Ethiopia's successive leaders, but they remain weigh...
Jan 18 , 2025
Adanech Abebie, the mayor of Addis Abeba, addressed last week a warm-up session for h...
A severe cash shortage squeezes the economy, and the deposit-to-loan ratio has slumpe...
Feb 1 , 2025
The incumbent Prosperity Party (PP) rallied 1,200 of its ranks amid a turbulent polit...
Feb 2 , 2025 . By AKSAH ITALO
A notable wave of lending rate increases is reshaping the financial sector, following...
Feb 2 , 2025 . By AKSAH ITALO
The coffee industry is reeling after the Ethiopian Coffee & Tea Authority (ECTA)...
Feb 2 , 2025 . By HAGOS GEBREAMLAK
The controversy surrounding the Addis Abeba Chamber of Commerce & Sectoral Associ...