Research
AI coding tools are delivering real but narrower productivity gains than advertised—controlled experiments show 55% speed improvements on simple tasks, while field studies of experienced developers on complex codebases show a 19% slowdown, and aggregate employment data shows no statistically significant job losses three years after ChatGPT's release. The sharpest documented harm is concentrated among early-career workers, where multiple independent studies find 13-16% relative employment declines in AI-exposed roles driven by reduced hiring rather than layoffs, while senior developers and AI-fluent workers command growing wage premiums. Non-Western evidence complicates the Western "displacement vs. miracle" framing entirely, with China, India, Japan, and Gulf states deploying the same tools toward sovereignty, equity, and knowledge-preservation goals—and reporting workforce expansion rather than contraction.
92.6% of developers now use AI coding assistants. Yet productivity gains remain at 10%. New research explains why adoption hasn't matched ...
Last fall, I started hearing that demand for entry-level programmers was in free fall thanks to competition from AI.
Between 60–75% of users reported they feel more fulfilled with their job, feel less frustrated when coding, and are able to focus on more ...
Currently, measures of exposure, automation, and augmentation show no sign of being related to changes in employment or unemployment. Better ...
2322 Entry Level Machine Learning jobs available on Indeed.com. Apply to Ai Developer, Machine Learning Engineer, Trainer and more!
23.5% of U.S. companies have replaced workers with ChatGPT or similar AI tools. 49% of companies using ChatGPT say it has replaced workers. In ...
Our AI tooling survey finds concerns about mounting AI costs, more engineers hitting usage limits, and AI tools having uneven effects upon ...
As AI advances, entry-level jobs are increasingly at risk of automation. This article offers educators a helpful perspective for guiding ...
Will AI replace white-collar jobs? Alex Domash, The Economist's Economics correspondent, and Rosie, co-host of The Intelligence podcast, ...
In software development, AI receives immediate feedback – if code doesn't compile or fails a test, it's instantly clear. In sales and ...
The Forum's Future of Jobs Report 2025 reveals that 40% of employers expect to reduce their workforce where AI can automate tasks.
"In the METR study, developers predicted AI would make them 24% faster before starting. After finishing 19% slower, they still believed they'd ...
AI's impact on the labor market is not uniform; it varies across industries, job types, and tasks. Task-based approaches do not carefully ...
Generative AI can boost coding productivity, but careless deployment creates technical debt that cripples scalability and destabilizes systems.
Several top executives are now predicting AI will eliminate large numbers of white-collar jobs far sooner than previously expected. Does ...
Bharat Chandar is a postdoctoral fellow at the Stanford Digital Economy Lab. His recent paper with Lab Director Erik Brynjolfsson and ...
The Goldman Sachs study predicts productivity will grow by 1.5% per year because of the adoption of generative AI alone, which would be nearly ...
Evidence is mounting that AI will have the greatest impact on tasks performed by high-wage workers — and will provide new opportunities for those at the ...
Since generative AI was first introduced nearly three years ago, surveys show widespread public anxiety about AI's potential for job losses.
Much of the recent research on AI and the labor market has focused on labor demand: that is, how AI will change the jobs, skills, or tasks ...
Sounds great, until you see the other side: +91% increase in review time, +154% increase in average PR size, and +9% more bugs per developer.
A recent study found that 62% of AI-generated code solutions contain design flaws or known security vulnerabilities, even when developers used ...
The Stack Overflow Developer Survey found only 16.3% of developers reported AI making them "more productive to a great extent." Understanding ...
Computer science majors are expected to earn starting salaries of $81,535, up nearly 7% from last year, according to the 2026 Winter Salary ...
Going forward, though, Briggs expects AI to have a much larger impact on labor. Globally, around 300 million jobs are exposed to AI automation.
Free-market capitalism reinforces that settlement because it raises living standards and gives people a way to improve their condition.
At the heart of our framework is the idea that automation and thus AI and robotics replace workers in tasks that they previously performed, and via this channel ...
AI use leans more toward augmentation (57%), where AI collaborates with and enhances human capabilities, compared to automation (43%), where AI ...
Overall employment of software developers, quality assurance analysts, and testers is projected to grow 15 percent from 2024 to 2034, much ...
Data from DX shows that engineers who use AI daily reach onboarding milestones nearly twice as fast as non-users.
95% of developers use AI tools weekly; Codex ranked behind Claude Code and GitHub Copilot in overall usage. 11.2. JetBrains Survey (January 2026).
Browse 846 of the top Artificial Intelligence startups funded by Y Combinator. We also have a Startup Directory where you can search through over 5,000 ...
... chain-of-thought reasoning. For Code Inconsistency hallucination, chain-of-thought prompting techniques can also be used to help the LLM ...
DORA's software delivery performance metrics focus on a team's ability to deliver software safely, quickly, and efficiently. They can be divided ...
Anthropic's CEO made headlines last week when he predicted that 50% of entry-level jobs will be eliminated by AI within 5 years.
That's the trap. You adopted AI to move faster. Then you added a human review layer on top of every AI output. You didn't eliminate work. You ...
Young employment declines in jobs with high AI exposure. Workers age 22 to 25 in the most AI-exposed occupations have experienced a 13 percent ...
We conduct a randomized controlled trial (RCT) to understand how early-2025 AI tools affect the productivity of experienced open-source developers.
Data centers do create local jobs, though fewer than industry advocates claim. Naive estimates that fail to account for preexisting growth ...
In societies with weak regulatory frameworks or high levels of inequality, AI can exacerbate existing problems rather than solve them. For example, the use of ...
We argue that task automation, especially when driven by AI advances, can enhance job prospects and potentially widen the scope for employment of many workers.
The first is the literature on skill-biased technological change, which aims to explain the emergence of wage inequality. 2. Page 4. through differential rates ...
People are on edge, with a Pew Research Center survey showing that 64% of Americans believe AI will lead to fewer jobs over the next 20 years.
We observe a spike in the prevalence of duplicate code blocks, along with increases in short-term churn code, and the continued decline of moved lines (code ...
We find substantial employment declines for early-career workers in occupations most exposed to AI, such as software development and customer ...
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