The hottest Business Substack posts right now

And their main takeaways
Category
Top Business Topics

Where are Vacation Homes Located in the US?

Construction Physics • 30899 implied HN points • 24 Jul 25
💼 Business Real Estate Economics Housing Market Consumer behavior Market Trends
  1. Florida, California, and New York have the most vacation homes in the US, but states like Maine and Vermont have a higher percentage of vacation homes compared to their total housing.
  2. Vacation homes are mostly found near beaches, lakes, and ski resorts, showing that people prefer locations with natural attractions and activities.
  3. The growth of vacation homes has not kept pace with economic growth, indicating challenges like construction costs and zoning laws that make it harder to build new homes.

How to buy a duplex (or triplex)

Supernuclear • 579 implied HN points • 07 Oct 24
💼 Business Real Estate Finance Investing Housing Law
  1. Buying a duplex or triplex can save you money compared to single-family homes. They are typically about 30% cheaper per square foot, making them an affordable option for many.
  2. Duplexes offer a blend of private space and the ability to live close to friends. You can enjoy your own area while still maintaining close connections with others.
  3. There are different ways to buy a duplex, each with its own financial and legal considerations. It's important to explore these options to find what works best for your situation.

Acknowledgements for *Unbeatable*

Bet On It • 286 implied HN points • 03 Mar 26
💼 Business Economics Publishing Academia Authorship Libertarianism
  1. Economics can transform a life by giving clear mental tools to solve puzzles and by providing deep intellectual enjoyment and a rewarding career.
  2. Decades of study produce distilled, hard‑earned insights that embrace difficult truths and make a candid, robust case for free markets.
  3. Close colleagues, candid critics, and family support are essential for shaping, improving, and finishing major intellectual projects.

March 12: How To Talk To People

Respectful Leadership • 54 implied HN points • 08 Mar 26
💼 Business Leadership Communication Public Relations Customer Experience Human Resources Employee engagement
  1. Match your message to the listener — journalists, customers, investors, and coworkers each want different stories, so lead with what matters to them.
  2. Listen actively to hear the meaning behind people’s words; ask clarifying questions and reflect back what you heard so you can improve products, pitches, or service.
  3. Practice emotional fluency and tend to your inner dialogue as a leader; being authentic and empathetic creates safety, motivation, and higher-performing teams.

Economics Links, 2/22/2026

In My Tribe • 334 implied HN points • 22 Feb 26
💼 Business Wealth Inequality Financial Markets Demographics Labor markets Innovation Economic Policy
  1. The top 1%’s bigger share of wealth is driven more by rising stock-market valuations than by larger underlying profits, so a fall in price-to-earnings ratios could compress that share.
  2. Retirees hold a much larger slice of household wealth mainly because the baby-boom generation has grown as a share of the population, so demographics explain much of the increase in elderly wealth.
  3. High costs of laying off workers in many European countries discourage firms from creating risky, experimental jobs, which tilts businesses toward safe, unchanging activities and reduces disruptive innovation.
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Cup Runneth Over

Doomberg • 7407 implied HN points • 23 Nov 25
💼 Business Economics Energy Oil & Gas Corporations Investments
  1. ExxonMobil has made a significant discovery using petroleum coke as a proppant, which can boost oil production in shale wells by up to 20%. This technology is expected to play a big role in their growing production numbers.
  2. Despite concerns about oil production peaking, companies like ExxonMobil and Chevron are demonstrating increased efficiency and technology advancements that could mean more oil recovery rather than a decline.
  3. Many people believe we are running out of oil, but a more optimistic view is that technology will help find and create more energy resources, leading to lower long-term prices for oil and gas.

The only thing worse than sweatshops is no sweatshops

Noahpinion • 28000 implied HN points • 30 Jul 25
💼 Business Economics Labor Development Manufacturing Globalization
  1. Sweatshops can help poor countries grow economically by providing jobs and reducing poverty. Even if the working conditions are tough, these jobs often help lift people out of extreme poverty.
  2. While many believe sweatshops exploit workers, it's important to recognize that they also offer opportunities for growth. Closing these factories could worsen the situation for the workers instead of improving it.
  3. Activism can improve working conditions in sweatshops, but it must be done carefully. If the focus is too much on shutting down sweatshops, it could harm the very people it's trying to help.

Movers, Shakers, & Money Makers (10/28)

Human Capitalist • 19 implied HN points • 29 Oct 24
💼 Business Career Changes Market Trends Corporate News Talent Acquisition
  1. There were many job changes last week, highlighting the dynamic nature of the job market. People are moving to different companies for various reasons, which shows how interconnected industries are.
  2. Notable moves include individuals transitioning to leadership roles in different sectors, such as marketing and compliance. These shifts can indicate a focus on growth and adaptation in their new companies.
  3. Keeping track of job changes can be important for investors, recruiters, and anyone interested in talent trends. Following job movements helps understand who is leading in different areas.

Lessons of a First-Time Fund Manager

The Generalist • 1621 implied HN points • 05 Feb 26
💼 Business Venture Capital Fundraising Startups Portfolio Management Investor Relations
  1. If this is your first fund, resist the urge to rush deals to prove yourself; take the time and deploy at a pace that fits your strategy rather than following hot rounds or other people's urgency.
  2. Build real relationships and show conviction — first checks earn special trust, and being helpful or decisive can win you access even without a formal raise; for a small fund, fighting for every extra dollar matters.
  3. Get better at reading hard-to-explain signals and prefer simple, clear investment theses; progress is nonlinear, top investors can be wrong or uncover things you miss, and most funds will make many bad bets, so stay humble and proactive in sourcing.

Chartbook 431 Convening, staging, acting ... and was it never about Greenland and mainly about the Fed? Which Davos-theory won?

Chartbook • 1874 implied HN points • 24 Jan 26
💼 Business Corporate Power Capital Markets Political Influence Global Governance Institutional Investors Economic Policy
  1. Davos works as a three-part effect: it convenes big money, stages attention-grabbing performances, and gives politicians a shared platform to act, and it’s the interaction of all three that can create real influence.
  2. Big businesses mostly stayed publicly silent toward MAGA, not necessarily out of agreement but out of fear of retaliation and because corporate-led forums carry deep conflicts of interest.
  3. The decisive force may have been markets and Fed-related concerns rather than the Greenland issue itself, with BlackRock’s visibility and bond investors’ warnings amplifying political pressure and shaping choices about the Fed.

TBM 408: Basic Links

The Beautiful Mess • 714 implied HN points • 25 Feb 26
💼 Business Product Strategy Roadmap Metrics Research Teams Outcomes
  1. Shipping creates the potential for outcomes rather than delivering final results, and each change starts a chain of hypotheses and assumptions you must test. Uncertainty in those links is normal and points to where you need to learn or take a leap.
  2. Changes usually set off multiple impact paths that affect different users, metrics, and timeframes. Start with clear, actionable inputs, name the immediate effects you expect, and connect those to longer-term outcomes.
  3. Strategy and research help you choose where to act, form causal hypotheses, and decide what signals to measure instead of only chasing lagging metrics. Build a roadmap of researched options, set goals for actions or early signals as well as long-term results, and iterate.

Pivotal Tech Company: 50% Drop in Orders

COVID Reason • 237 implied HN points • 16 Oct 24
💼 Business Finance Economics Markets Technology Innovation
  1. ASML, a major company in the semiconductor industry, saw a huge 50% drop in future bookings. This suggests some big challenges in the market right now.
  2. The decline in orders points to larger economic issues that could be affecting many companies. It shows how quickly things can change in the world of tech.
  3. Overall, this situation reveals that the financial landscape can be unpredictable. Companies need to stay alert to these shifts to manage risks properly.

How China Became the World’s Biggest Shipbuilder

Construction Physics • 28185 implied HN points • 18 Jul 25
💼 Business Global Trade Manufacturing Economics Supply Chain International relations
  1. China is now the biggest shipbuilder in the world, producing over half of all commercial ships. This growth followed years of effort and investment in the shipbuilding industry.
  2. China's shipbuilding journey began in the 1970s after it recovered from the impact of war, and it steadily improved by learning from foreign technology and practices. Over time, it started producing more complex ships.
  3. Despite its current dominance, China still faces challenges in ship quality and efficiency compared to industry leaders. They are working on improving these areas to maintain their competitive edge.

Why is Boeing such a shitty corporation?

Robert Reich • 33589 implied HN points • 18 Jan 24
💼 Business Outsourcing Ownership
  1. Airbus has taken the lead over Boeing in manufacturing and sales of commercial aircraft
  2. Boeing's commitment to safety has been doubted by the public and airlines, affecting its reputation
  3. Airbus and Boeing differ in ownership and worker power, which impacts their approach to manufacturing and safety

Group Technology, the Forgotten Cousin of Lean Manufacturing

Construction Physics • 24010 implied HN points • 07 Aug 25
💼 Business Manufacturing Management Process Improvement Efficiency
  1. Group Technology helps factories work better by grouping similar parts together, which makes production faster and less wasteful. This method reduces the time machines spend being set up and moving parts around.
  2. Originally popular in the 1980s, Group Technology is similar to Lean methods, but it lost favor because other systems offered similar benefits with less focus on complicated paperwork. Lean became more popular and easier to understand.
  3. Despite its decline, some industries like shipbuilding still use Group Technology effectively. This shows that while trends change, good ideas can remain useful in specific contexts.

Multiple Binding Constraints Make Housing Analysis Hard

Erdmann Housing Tracker • 295 implied HN points • 06 Mar 26
💼 Business Real Estate Housing policy Urban Economics Construction Regulation Market Dynamics Land use
  1. Housing supply is highly non-linear: some parts of the curve are nearly vertical (existing homes and permitting caps) while the middle is flat, and national construction capacity is stuck in hysteresis so output can only rise slowly.
  2. Limited capacity and input inflation direct materials to the fastest-growing cities, which pushes up local prices and raises the flat part of their supply curves; that means upzoning or banning big investors may have little effect if a city is on the wrong part of its curve.
  3. Ignoring these multiple binding constraints leads to misleading analysis and bad policy; lowering rents nationally requires raising overall construction capacity and reducing input costs, not just local zoning changes or investor bans.

Market Movers - 5 October 2024

The Wolf of Harcourt Street • 579 implied HN points • 05 Oct 24
💼 Business Stocks Finance E-commerce Market Trends Investing
  1. InPost launched a rewards program called InCoins, which allows users to earn coins for using their services. This strategy aims to make delivery more fun and encourage more people to use InPost.
  2. Sea Limited opened a new fulfilment center in Brazil to improve logistics for sellers. This move is expected to help local businesses grow and provide faster service to customers.
  3. Airbnb saw a big increase in bookings in Thailand, especially for group travel and long-term stays. This growth is due to better flight options and new visa policies that attract remote workers.

Chartbook 428 To matter or not to matter: Two theories of Davos 2026.

Chartbook • 1959 implied HN points • 20 Jan 26
💼 Business Corporate Finance Policy Global Leadership Governance
  1. There are two main readings of Davos 2026: some say it has become irrelevant and impotent, while others see a revival driven by Larry Fink and a strong turnout of global leaders and CEOs.
  2. Davos might matter less because of design and more because of timing — it can serve as a useful neutral venue for urgent talks, for example on the Greenland crisis between the US and Europe.
  3. The core question is whether global business and finance can form a real counterweight to disruptive MAGA-era policies; firms want stability but their retreat from commitments like ESG makes collective action uncertain.

Fire Departments' New Emergency: Affording Their Trucks

TK News by Matt Taibbi • 3016 implied HN points • 09 Jan 26
💼 Business Manufacturing Private Equity Antitrust Supply Chain Public Safety
  1. Three manufacturers now control roughly 70–80% of the fire truck market, giving them outsized pricing power and the ability to change costs after orders are placed.
  2. Soaring prices, surprise price hikes, and long delivery times have forced towns to keep aging, unreliable trucks and cut training or staff, which has harmed emergency response and contributed to equipment failures and deaths.
  3. Cities and towns have filed antitrust lawsuits and senators launched a bipartisan investigation into private-equity roll‑ups, while the manufacturers blame supply-chain and labor issues and deny wrongdoing.

TBM 406: Seeing Everything, Understanding Nothing (The Context Trap)

The Beautiful Mess • 1163 implied HN points • 13 Feb 26
💼 Business Leadership Management Strategy Communication Organizational Design Product
  1. Understanding is produced through interactions, not by assembling static background information. Context emerges as people engage with each other, their bodies, tools, and environment.
  2. AI and context engineering often treat context as a package you can merge, which pushes work toward solitary recombination of information. That model mistakes more data for understanding and ignores how interaction shapes meaning.
  3. Leaders should act as interaction designers, shaping dialogue, scenarios, and feedback loops so intent becomes the context for action. They must also recognize some decisions can use documented context while others require real-time coordination and emergent sensemaking.

A Wave Is Coming

Midwest Humble • 65 implied HN points • 17 Mar 26
💼 Business Entrepreneurship Acquisitions Small business Venture Capital Community Development Economic Justice
  1. Entrepreneurship through acquisition (ETA) is a practical way to preserve local businesses as baby‑boomer owners retire, and it can prevent job losses by keeping companies open.
  2. Targeted programs and investment that help women, POC, and Black leaders buy Main Street businesses can shift regional wealth and ownership with just a few acquisitions each year.
  3. Community and nonprofit leadership skills translate well to business ownership, and buying established companies often offers a higher chance of success than launching risky new startups.

Three Ways to Change Your World. Right Now.

What's Important? • 42 implied HN points • 21 Mar 26
💼 Business Leadership Organizations Strategy Community Funding Education
  1. A growing Network of Networks connects aligned communities. It lets people plug into cooperative, positive-sum groups that help them find purpose, integrate experiences, and share resources.
  2. A Leading Edge network is about 150 high-agency members who balance tensions like individual vs collective, material vs spiritual, intellectual vs experiential, ordered vs chaotic, and digital vs physical. That mix of structure, practices, and peer support helps members deepen their work and lives.
  3. Training and funding steward schools to teach network leaders is a high-leverage way to scale this movement. A few trained stewards can quickly create many connected 150-person communities and generate large systemic change.

Who will actually profit from the AI boom?

Noahpinion • 22353 implied HN points • 10 Aug 25
💼 Business Investments Economics Market Analysis Inequality
  1. AI investment is growing really fast, and it's now helping the economy more than people's spending. This means businesses are spending a lot on AI.
  2. There's a big question about who will actually make money from all this AI spending. It could be the companies that create AI, the tech giants providing the resources, or even the hardware makers.
  3. Even though there's a lot of talk about rich people getting richer from AI, the markets don't seem to believe that will happen in a huge way. Competition in the AI field might keep profits from growing too much.

Asking Rents Continue to Decline Year-over-year

CalculatedRisk Newsletter • 263 implied HN points • 04 Mar 26
💼 Business Real Estate Housing Market Rental market Construction Economics Demographics
  1. Asking rents are down year‑over‑year and have been soft for several years, with the national median rent about 1.5% lower than a year ago and roughly 5.9% below the 2022 peak.
  2. A backlog of units started in 2021 completed mainly in 2023–2025 (especially 2024), boosting supply and raising multifamily vacancy rates to a record high, which has put downward pressure on rents.
  3. Even with fewer new rental units expected in 2026, recent immigration policy changes that reduce legal immigration and increase deportations are likely to cut renter demand and keep downward pressure on rents this year.

Meta keeps finding new ways to not pay its creators

Simon Owens's Media Newsletter • 274 implied HN points • 24 Feb 26
💼 Business Media Streaming Publishing Advertising Subscriptions Platforms Journalism
  1. Meta pays creators almost nothing compared with how much Reels and Instagram earn, so monetization is dominated by creators in low-cost countries and that encourages lots of low-effort, AI-driven content.
  2. Shifting from ad-based models to subscriptions and creator-owned projects can sustain independent journalism and niche media, and podcasts or blogs can successfully spin out from companies to build paying audiences.
  3. A purely data-driven playbook that cuts niche or lower-traffic coverage can alienate loyal, information-hungry subscribers, risking long-term subscription value and reader loyalty.

Closed Loop

Doomberg • 6214 implied HN points • 19 Nov 25
💼 Business Energy Economics Technology Trade Industry
  1. China is investing heavily in coal-to-liquids technology to reduce reliance on foreign oil and improve energy security. They are developing facilities that convert coal into fuels and chemicals, which is expected to increase significantly in the coming years.
  2. There is a booming sector in coal-to-gas production in China, which aims to increase energy independence despite global natural gas being cheaper and more abundant. This focus on coal-derived natural gas has economic and environmental concerns.
  3. China is also making strides in nuclear energy with a new thorium-based reactor, potentially leading to a new source of energy. This aims to enhance their energy resources and reduce dependence on external supplies.

The ‘Epstein Fallout’ Is Spiraling Out of Control

Common Sense with Bari Weiss • 737 implied HN points • 16 Feb 26
💼 Business Corporate Reputation Crisis Entertainment Sports Mergers Ethics
  1. The “Epstein fallout” is causing major reputational damage that is forcing leaders like Casey Wasserman to take drastic business steps, including putting his agency up for sale.
  2. Coverage across major outlets has amplified the story with the same framing, increasing pressure on those named in the documents.
  3. The release of Epstein’s emails has prompted public defections and a rush to assign blame, which is blurring the line between people who were truly complicit and those who were merely bystanders.

The Corporate Life Cycle: Managing, Valuation and Investing Implications

Musings on Markets • 1438 implied HN points • 20 Aug 24
💼 Business Corporate Finance Valuation Investment Strategies Management Economic Trends
  1. Businesses, like people, go through life cycles. They start as new ideas, grow, and eventually decline if not managed properly.
  2. Companies age differently, impacting their strategies and financial health. Younger companies often focus on growth, while older ones need to defend their position or manage decline.
  3. The skills and qualities needed in leadership change with a company's age. A startup needs a visionary leader, while a declining company may require a pragmatic approach to manage its downsizing.

An Ugly New Marketing Strategy Is Driving Me Nuts (and You Too)

The Honest Broker • 30453 implied HN points • 11 Jun 25
💼 Business Marketing Advertising Consumer behavior Digital Platforms Economics
  1. A new marketing trend encourages companies to annoy customers instead of trying to sell to them. This strategy makes people want to pay for premium services just to escape the annoying ads.
  2. Digital platforms now focus on grabbing user attention through irritating tactics. This creates an 'Annoyance Economy' where companies prioritize engagement over good customer experience.
  3. Customers are getting fed up with these annoying practices, and some are even choosing to walk away from brands altogether. Companies that ignore this feedback risk losing their customers in the long run.

Stop pretending you know what AI does to the economy

Noahpinion • 23882 implied HN points • 20 Jul 25
💼 Business Economics Technology Labor Market Inequality AI Impact
  1. Many people overreact to the potential negative impacts of AI on jobs and the economy. There's a tendency to jump to conclusions without waiting to see the real effects.
  2. Despite fears, AI hasn't yet shown a clear negative impact on the job market in the U.S., which remains strong. Past alarms about AI harming jobs have often been proven wrong.
  3. It's important to approach discussions about AI with a balanced view and avoid letting panic dictate our understanding of its effects on society and work.

AI and the Economy

In My Tribe • 455 implied HN points • 14 Feb 26
💼 Business Labor markets Productivity Macroeconomics Wages Inequality Automation Tech Impact
  1. A public bet claims the economy will stay basically normal through February 2029 using concrete metrics and a strict condition that no occupational category loses 50% or more of its jobs, but that hinges on how categories are defined.
  2. The writer thinks the bettor has roughly a 60% chance of winning over three years but expects AI to cause much bigger economic and labor-market changes over a 6–8 year horizon.
  3. Quick uptake of new AI tools by younger workers suggests they could outcompete today’s workforce, and ambiguous terms in short-term wagers make those bets risky.

10 Things People Don't Realize About Scrum

Ageling on Agile • 119 implied HN points • 20 Oct 24
💼 Business Agile Management Leadership Training
  1. Scrum isn't just about short-term goals; it focuses on the long-term vision for the product. The Product Owner plays a key role in setting a clear Product Goal and regularly reviews progress.
  2. The purpose of a Sprint is to learn and adapt, not just to deliver a set amount of work. Each Sprint acts as a learning cycle where teams reflect and plan the next steps based on what they've achieved and learned.
  3. The Scrum Master is more than just a facilitator; they are also responsible for helping the whole organization adopt Scrum effectively. They guide both the team and other stakeholders to understand their roles in the process.

The $1000 side-project

Tiny Empires • 306 implied HN points • 21 Feb 26
💼 Business Entrepreneurship Startups Marketing Product Pricing Sales Growth
  1. Pick a tiny, focused product you can build and sell quickly so you learn what customers actually want instead of spending months on something no one buys.
  2. Solve problems you personally understand and validate early by selling manually to your first customers; direct feedback from those first sales beats fancy marketing funnels at the start.
  3. Price your product properly, keep costs minimal, and commit to one compounding marketing channel so revenue can grow sustainably — higher prices and low expenses make $1k/month actually useful.

How Starter Story grew from a side project into a multi-million dollar media business (and why HubSpot bought it)

Simon Owens's Media Newsletter • 24 implied HN points • 10 Mar 26
💼 Business Startups Media Acquisitions Monetization Content Marketing
  1. A simple side project of interviewing founders and publishing detailed case studies can grow into a scalable media business.
  2. Growth came from constantly reinventing distribution, building proprietary data from thousands of interviews, and leaning into video (YouTube) while shifting monetization away from ads toward higher-priced products and bootcamps.
  3. Bootstrapped and profitable, the company reached hundreds of thousands of entrepreneurs and multi-million dollar revenue, culminating in an acquisition by HubSpot.

Make them click

A Bit Gamey • 13 implied HN points • 22 Mar 26
💼 Business Product Strategy Startups Customer Testing Growth
  1. Treat every project as a hypothesis by writing down the bet — who the customer is, what problem you solve, your approach, and how you’re different. Making the claim explicit lets you test it instead of polishing forever.
  2. Start with a precisely named customer and the single problem that matters to them, not vague broad audiences. If you can be your own customer, it makes clarity and testing much easier.
  3. Run small, fast experiments (landing pages, free offers, communities) to get early signals like clicks and sign‑ups instead of building long before you know it works. Build meaningful product differentiation from the start, not just marketing around a generic offering.

Japan and the Birth of Modern Shipbuilding

Construction Physics • 29020 implied HN points • 22 May 25
💼 Business Industry Manufacturing Economics Trade Innovation
  1. Japan learned from America's efficient shipbuilding methods used during WWII, which helped them build ships faster and cheaper after the war.
  2. Japanese shipbuilders improved their processes by incorporating prefabrication and aircraft manufacturing techniques, leading to more efficient construction.
  3. Government support and a strong desire to succeed were crucial for Japan's shipbuilding industry's growth, allowing it to become a world leader.

How Do VCs Really Make Decisions?💡

The VC Corner • 459 implied HN points • 10 Sep 24
💼 Business Venture Capital Investment Strategies Entrepreneurship Market Analysis Financial Metrics
  1. VCs find deals through strong networks and relationships, not just random pitches. They carefully prune their opportunities, meaning a standout startup has a better chance of getting noticed.
  2. When it comes to choosing which startups to invest in, VCs place a big emphasis on the management team and the market potential. A great team can adapt and succeed, no matter how the market changes.
  3. Valuation is a delicate balance where VCs analyze exit opportunities and compare with similar companies. They aim for high returns, especially on early-stage investments, which comes with a lot of risk.

Why You Should Focus On Making Your Decisions Right

Remarkable People • 639 implied HN points • 04 Sep 24
💼 Business Decision-making Entrepreneurship Innovation Leadership Coaching
  1. Striving for a perfect decision can hold you back. It's better to focus on making your decision work instead of aiming for perfection.
  2. Committing to your decision is key. Once you make a choice, throw yourself into it and make the best of the situation.
  3. Be open to change and learn from each decision. Adapting and understanding what works can help you improve next time.

Legalize Cafes Everywhere!

The Discourse Lounge • 1329 implied HN points • 20 Jan 26
💼 Business Real Estate Small business Retail Urban planning Local Economy
  1. Zoning now forces many cafes into scarce commercial space, crowding out other retailers that need larger storefronts; letting cafes operate in residential areas would free up commercial real estate for those businesses.
  2. Small neighborhood cafes are low-impact and would provide walkable amenities and community gathering spots, cutting down on driving and helping people who work from home.
  3. Allowing home-based or residential cafes would lower startup costs and barriers for small business owners and diversify local retail without creating major nuisances.

The Job Market Doesn’t Care If You Don't Believe in AI

The Algorithmic Bridge • 583 implied HN points • 19 Feb 26
💼 Business Careers Hiring Skills Workforce Recruiting Wages Training
  1. The job market now expects AI fluency in many roles, so not learning basic AI skills can seriously harm your employability regardless of your personal beliefs.
  2. AI-related job postings and roles have grown dramatically and employers are paying a significant wage premium for candidates who list AI skills on their résumés.
  3. Many listings are aspirational and productivity gains are still debated, but companies aren’t widely training employees, so you should proactively learn AI tools to stay competitive.