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Stanford Institute for Economic Policy Research (SIEPR)

Journal & researchFreeTechnology & Ethicsstanford.edu

Stanford's economic policy institute, publishing free research briefs on work, productivity, AI and public policy.

Why I recommend it: Useful plain-language policy briefs. Research reflects the views of its authors, not a consensus.

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digitaleconomy.stanford.edu
Free
Report
Hiring Trends & Job Market Data
Context

No Widespread Displacement, but the AI Employment Gap for Young Workers Has Widened to 19%

Published
2026-08-12

Stanford's August 2026 Canaries update describes an employment shortfall among young workers in highly AI-exposed occupations, primarily through reduced hiring. The authors stress these are descriptive patterns, not proof that AI caused the gap.

#ai-jobs#early-career#labor-market#role-change
digitaleconomy.stanford.eduAdded Nov 7, 20260 opens
hai.stanford.edu
Free
Article
AI & Future of Work

Want Employees to Embrace AI? Stop Selling It as a Productivity Tool

Stanford HAI article arguing that framing AI adoption around productivity gains alone undermines employee buy-in, and outlining alternative approaches to workplace AI rollout.

#AI adoption#workplace AI#Stanford HAI
hai.stanford.eduAdded Oct 13, 20260 opens
ai.stanford.edu
Free
Organization
Technology & Ethics

Stanford Artificial Intelligence Laboratory (SAIL)

The home page of the Stanford Artificial Intelligence Laboratory, a center for AI research, teaching, theory and practice since its founding in 1963. The site lists faculty, research groups, affiliated centers, courses, events and lab news.

#AI research#Stanford#university lab
ai.stanford.eduAdded Oct 4, 20260 opens
news.stanford.edu
Free
Article
Technology & Ethics

AI Companions and Teens: Risks Study (Stanford Report)

A Stanford Report story from August 2025 on research into AI companion chatbots and the risks they pose to teens and young people.

Why I recommend it: The page blocked the automated check, so this description is based on the title.

#ai-safety#ai-companions#youth#mental-health
news.stanford.eduAdded Sep 29, 20260 opens
digitaleconomy.stanford.edu
Free
Dashboard
Hiring Trends & Job Market Data

Canaries Dashboard

Stanford Digital Economy Lab dashboard tracking employment for workers by age and AI exposure, updated as new payroll data arrives.

#ai-jobs#early-career#data
digitaleconomy.stanford.eduAdded Sep 29, 20260 opens
digitaleconomy.stanford.edu
Free
Research Paper
Research & Papers

Canaries in the Coal Mine? Six Facts about the Recent Employment Effects of AI

Authors
Erik Brynjolfsson, Bharat Chandar, Ruyu Chen
Venue
Stanford Digital Economy Lab working paper
Published
October 2025

Stanford Digital Economy Lab paper using payroll data to track employment changes for early-career workers in jobs most exposed to AI.

#ai-jobs#early-career#labor-market#role-change
digitaleconomy.stanford.eduAdded Sep 29, 20260 opens
tml.stanford.edu
Free
Report
Technology & Ethics

HomeBody: A Humanoid That Explores, Remembers, and Acts on Its Own (Stanford)

A Stanford research project page describing HomeBody, which gives vision-language models a humanoid robot body through persistent spatial memory and reusable skills, without training for each new environment. Results are the authors' own and include demo videos.

#robotics#humanoid#research
tml.stanford.eduAdded Sep 27, 20260 opens
hai.stanford.edu
Free
report
Technology & Ethics

The 2025 AI Index Report

Stanford HAI's annual flagship report tracking AI progress across research, the economy, education, policy, and public opinion. The 2025 edition compiles data on model capability, training costs, industry investment, and workforce effects, with downloadable charts and datasets.

Why I recommend it: Free to download from Stanford HAI. It is a self-published report from a university institute; figures are sourced within the report, but some industry-investment and capability numbers rely on data supplied by the companies being measured. Treat headline rankings as the report's own synthesis, not neutral fact.

#ai ethics#research#job markets#regulation#ai#report#stanford#data#hardware#ai index#compute#chips
hai.stanford.eduAdded Sep 26, 20260 opens
med.stanford.edu
Free
Opportunity
Community & Government Resources

Stanford UPSTREAM Research Center: Pilot Grants

Funding page for Stanford Medicine's Upstream Research Center pilot grants, which back early-stage research on upstream causes of health such as work, income and community conditions.

Why I recommend it: Free to read and apply, but eligibility is limited — check whether you need a Stanford affiliation before spending time on an application.

#grants#public health#research#research funding#stanford
med.stanford.eduAdded Sep 24, 20260 opens
digitaleconomy.stanford.edu
Free
Research Paper
Career & Professional Optimization

How Does AI Change Labor Demand? Evidence from 41 Countries

Authors
Bharat Chandar, Bouke Klein Teeselink
Venue
Working paper (Stanford Digital Economy Lab)

Stanford Digital Economy Lab working paper by Bharat Chandar and Bouke Klein Teeselink, separating what happens to jobs after a firm adopts generative AI into a company-wide productivity effect and changes in what specific kinds of workers are asked to do.

Why I recommend it: Free, with the full PDF on the page. It is a working paper dated 21 September 2026, meaning it has not been through peer review yet, so read it as early evidence. Useful because it does not answer 'will AI take jobs' — it asks which workers get asked to do more and which get asked to do less.

#research#ai-and-jobs#labor-market#future-of-work#free#open-access#career-and-professional-optimization#role-change
digitaleconomy.stanford.eduAdded Sep 22, 20260 opens
crfm.stanford.edu
Free
Website
Technology & Ethics

HELM: Holistic Evaluation of Language Models

Stanford's Center for Research on Foundation Models runs HELM as a living benchmark for language and multimodal models. Rather than one score, it reports many models across many scenarios on multiple metrics — accuracy, calibration, robustness, fairness, bias, toxicity and efficiency — and publishes the leaderboards alongside the raw model outputs (predictions and prompts) so you can check a claim yourself instead of taking a number on trust. Separate leaderboards cover areas such as classic HELM, instruction-following, medical, legal and safety. All results and analysis are free to browse on the site, no account.

Why I recommend it: The place to go when a vendor quotes you a benchmark figure. HELM's real value is that it shows the prompts and the model's actual answers, so you can see what the score measured. Be aware of what it is not: it is a snapshot of the model versions and dates CRFM ran, so check the run date before comparing anything to a model released since, and a model missing from a leaderboard usually means nobody ran it, not that it failed.

#ai ethics#ai-benchmarks#ai-safety#ai-transparency#free-to-read#model-evaluation#research#stanford
crfm.stanford.eduAdded Sep 22, 20260 opens
Stanford Digital Economy Lab
Free
Organization
Technology & Ethics

Stanford Digital Economy Lab

Interdisciplinary Stanford research institute studying how digital technology and AI change work, productivity and shared prosperity, with public papers and data.

From the site: The Stanford Digital Economy Lab is an interdisciplinary research institute shaping a future where technology drives human well-being and shared prosperity.

Why I recommend it: Free to read. Useful when you want measured research on AI and jobs instead of headline claims — check the publication date on each paper, the field is moving fast.

#research#future-of-work#ai-and-jobs#economics#productivity#stanford
Stanford Digital Economy LabAdded Sep 21, 20260 opens
profiles.stanford.edu
Free
Person to Follow
People to Follow

Fei-Fei Li

Stanford professor who built ImageNet, co-directs Stanford's Human-Centered AI institute and co-founded the AI4ALL diversity pipeline program. Her faculty page collects the work; her Google Scholar list has the papers themselves.

From the site: Fei-Fei Li is part of Stanford Profiles, official site for faculty, postdocs, students and staff information (Expertise, Bio, Research, Publications, and more). The site facilitates research and collaboration in academic endeavors.

Why I recommend it: Start with ImageNet if you want to understand why the last decade of AI happened when it did. Google Scholar refuses automated visits, so that link may show no picture here.

#academia#ai#ai-research#computer-vision#equity-in-tech#free#human-centered-ai#people-to-follow#person-to-follow#research#stanford
profiles.stanford.eduAdded Sep 17, 20261 opens
web.stanford.edu
Free
Document
Technology & Ethics

How Much Should We Spend to Reduce A.I.'s Existential Risk?

Stanford economist Charles I. Jones works out, in plain economic terms, how much money it would be worth spending to lower catastrophic risks from advanced AI — comparing it to the roughly 4 percent of GDP the U.S. effectively spent during Covid-19.

#ai#ai ethics#ai-risk#ai-safety#cost-benefit#economics#existential-risk#policy#public-policy#regulation#research#research-paper#stanford
web.stanford.eduAdded Sep 16, 20260 opens
hai.stanford.edu
Free
Organization
Technology & Ethics

Stanford Institute for Human-Centered AI (HAI)

Interdisciplinary Stanford institute advancing AI research, education, policy, and practice to improve the human condition, with strong ethics and governance focus.

In plain terms: This university center shares research, policy updates, and educational resources focused on artificial intelligence. You can browse an AI glossary, read industry reports, and explore professional courses or research fellowships.

Why I recommend it: Their policy briefs are readable and free — a good first stop if AI governance feels opaque.

#ai#ai ethics#ai-ethics#free#organization#policy#regulation#research#resources#students#tech-ethics#technology#university
hai.stanford.eduAdded Aug 29, 20260 opens
careered.stanford.edu
Free
Document
Resume Help

Stanford: Developing Your Resume (Handout)

Stanford's step-by-step resume handout covering structure, section order, describing experience, and common formatting mistakes.

In plain terms: This guide walks you through the resume-writing process step by step. Use it to choose your section order, write clear descriptions of your experience, and avoid common formatting errors.

#career#document#examples#formatting#free#guide#handout#job-search#pdf#resume#stanford#structure
careered.stanford.eduAdded Aug 29, 20260 opens
Stanford Career Education
Free
Website
Resume Help

Stanford Career Education: Resource Library

Stanford's full career resource hub — resume and cover letter handouts, interview prep, and industry guides, all free to the public.

In plain terms: This collection offers free guides, templates, and tools for every stage of the job search. You can use it to build your resume, write cover letters, explore different careers, and practice for upcoming interviews.

From the site: We have gathered a list of our favorite online career resources in one place. Whether you're exploring your career options, preparing to apply for jobs, or seeking to maximize your experience, you'll find valuable resources below to help you succeed.

#career#career-center#cover-letter#free#guides#handouts#interview-prep#job-search#resources#resume#stanford#students#university#website
Stanford Career EducationAdded Aug 29, 20260 opens

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openmarketsinstitute.org
Free
Report
Research & Papers
Context

Brace for Impact: Protecting People and the Economy When the AI Bubble Bursts

Authors
Matthew U. Scherer, Maya Jenkins
Venue
Open Markets Institute
Published
2026-10-16

Examines financial risks associated with AI infrastructure investment, borrowing and interconnected financial exposures, and how a downturn could affect households and the wider economy. Proposes transparency, regulatory and financial-resilience measures without presenting a crisis as inevitable.

#ai-economy#financial-risk#regulation#ai-infrastructure
openmarketsinstitute.orgAdded Nov 9, 20260 opens
iaiga.org
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Technology & Ethics

International AI Governance Alliance

A public petition calling for a supranational body with the power to prevent AI-driven extinction risks and to share the wealth AI creates broadly. The site lays out the proposal and lists signatory organizations; signing is optional to read it.

#ai-governance#ai-safety#policy#petition
iaiga.orgAdded Nov 3, 20260 opens
cosmonautmag.com
Free
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Technology & Ethics

Marxism in the Age of AI (Cosmonaut)

An October 2026 Cosmonaut essay by Nicolas D. Villarreal revisiting his 2023 predictions about AI and arguing that artificial general intelligence is a real possibility with major implications for class politics.

#ai#politics#economics#labor#essay
cosmonautmag.comAdded Oct 26, 20260 opens
forethought.org
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Website
Technology & Ethics

Forethought

A research organization studying how to navigate rapid AI progress, including a possible intelligence explosion, with research papers, open projects, a podcast, and a newsletter.

#ai#ai-safety#research#policy#future
forethought.orgAdded Oct 26, 20260 opens
apollo.com
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AI & Future of Work

No Signs of AI Payoff Outside the Tech Sector (Apollo)

Apollo's October 2026 Daily Spark commentary examining economic indicators of AI-related gains outside technology companies. Its conclusion is the firm's interpretation of the data shown.

#ai#economics#productivity#future-of-work#markets
apollo.comAdded Oct 26, 20260 opens