Skip to content

Welcome to ResidentialBusiness.com — your guide to building a thriving home-based business

Your entrepreneurial journey starts here

Build the business you've
always known you could.

Home-based. Remote. Independent. Whatever your model — this community exists to help you go from idea to income with real support, real conversations, and real momentum.

15+
Years running
10K+
Members strong
6
Active topic hubs
Free
To join forever

"In today's dynamic world, entrepreneurship has become a gateway to financial independence — and launching a home-based business is one of the most accessible paths to get there."

It offers the freedom to be your own boss, control your schedule, and shape your financial future on your terms. This community is your starting point — designed to spark your entrepreneurial mindset and equip you with the core principles to transform an idea into a thriving business. Whether you're fueled by passion, a groundbreaking product, or a smart solution to a common problem, success begins with aligning your vision to real market demand, researching your audience, and laying the foundation with a solid business plan.

Working from home unlocks advantages like flexibility, minimal overhead, and the chance to create a work-life balance that fits your lifestyle — but it requires discipline, structure, and smart time management. Carve out a dedicated workspace, implement efficient routines, and harness the power of technology to automate tasks and stay connected with clients.

With the right mindset, strategic planning, and a willingness to learn and adapt, you can turn your home into a hub of innovation and income. This is more than just a resource — it's a call to action. Take control of your future and build a business that reflects your passion, purpose, and potential.


Explorer membership is free forever. Paid plans unlock the full platform — no ads, no limits.

Why Didn’t AI “Join the Workforce” in 2025?

Featured Replies

Exactly one year ago, Sam Altman ​made a bold prediction​: “We believe that, in 2025, we may see the first AI agents ‘join the workforce’ and materially change the output of companies.” Soon after, OpenAI’s Chief Product Officer, Kevin Weil, elaborated on this claim when he stated in an interview that 2025 would be the year “that we go from ChatGPT being this super smart thing…to ChatGPT doing things in the real world for you.” He provided examples, such as filling out paperwork and booking hotel rooms. ​An Axios article covering Weil’s remarks​ provided a blunt summary: “2025 is the year of AI agents.”

These claims mattered. A chatbot can summarize text or directly answer questions, but in theory, an agent can tackle much more complicated tasks that require multiple steps and decisions along the way. When Altman talked about these systems joining the workforce, he meant it. He envisioned a world in which you assign projects to an agent in the same way you might to a human employee. The often-predicted future in which AI dominates our lives requires something like agent technology to be realized.

The industry had reason to be optimistic that 2025 would prove pivotal. In previous years, AI agents like Claude Code and OpenAI’s Codex had become impressively adept at tackling multi-step computer programming problems. It seemed natural that this same skill might easily generalize to other types of tasks. Mark Benioff, CEO of Salesforce, became so enthusiastic about these possibilities that early in 2025, he claimed that AI agents would imminently unleash a ​“digital labor revolution”​ worth trillions of dollars.

But here’s the thing: none of that ended up happening.

As I report in my most recent New Yorker article, titled ​“Why A.I. Didn’t Transform Our Lives in 2025,”​ AI agents failed to live up to their hype. We didn’t end up with the equivalent of Claude Code or Codex for other types of work. And the products that were released, such as ChatGPT Agent, fell laughably short of being ready to take over major parts of our jobs. (In one example I cite in my article, ChatGPT Agent spends fourteen minutes futilely trying to select a value from a drop-down menu on a real estate website.)

Silicon Valley skeptic Gary Marcus told me that the underlying technology powering these agents – the same large language models used by chatbots – would never be capable of delivering on these promises. “They’re building clumsy tools on top of clumsy tools,” he said. OpenAI co-founder Andrej Karpathy implicitly agreed when he said, during ​a recent appearance on the Dwarkesh Podcast, that there had been “overpredictions going on in the industry,” before then adding: “In my mind, this is really a lot more accurately described as the Decade of the Agent.”

Which is all to say, we actually don’t know how to build the digital employees that we were told would start arriving in 2025.

To find out more about why 2025 failed to become the Year of the AI Agent, I recommend reading ​my full New Yorker piece​. But for now, I want to emphasize a broader point: I’m hoping 2026 will be the year we stop caring about what people believe AI might do, and instead start reacting to its real, present capabilities.

For example, last week, Sal Kahn wrote ​a New York Times op-ed​ in which he said, “I believe artificial intelligence will displace workers at a scale many people don’t yet realize.” The standard reaction would be to fret about this scary possibility. But what if we instead responded: says who? The actual examples Kahn provides, which include someone telling him that A.I. agents are “capable” of replacing 80% of his call center employees, or Waymo’s incredibly slow and costly process of hand-mapping cities to deploy self-driving cars, are hardly harbingers of general economic devastation.

So, this is how I’m thinking about AI in 2026. Enough of the predictions. I’m done reacting to hypotheticals propped up by vibes. The impacts of the technologies that already exist are already more than enough to concern us for now…

The post Why Didn’t AI “Join the Workforce” in 2025? appeared first on Cal Newport.

View the full article

Join ResidentialBusiness.com as a free Explorer member to access the community

Advertisement

ResidentialBusiness.com — Free to join

You're reading as a guest.
Explorers actually participate.

Create your free Explorer account in seconds — no credit card, no commitment. Get instant access to post, reply, and connect inside one of the longest-running home business communities on the web.


Post topics & reply to discussions
Access the Community Business Lounge
Connect with remote & home-based founders
Build your member profile & reputation

The Community Business Lounge is where real conversations happen — business models, income strategies, remote work, and what's actually working right now. Guests read. Explorers contribute. The difference is one free signup.

Already growing and want more? Our Builder, Vanguard, and Pro Visionary plans remove ads entirely and unlock the full platform — but Explorer is the right place to start.

Free forever. No card required. Upgrade only when you're ready.

Important Information

We have placed cookies on your device to help make this website better. You can adjust your cookie settings, otherwise we'll assume you're okay to continue.

Account

Navigation

Search

Search

Configure browser push notifications

Chrome (Android)
  1. Tap the lock icon next to the address bar.
  2. Tap Permissions → Notifications.
  3. Adjust your preference.
Chrome (Desktop)
  1. Click the padlock icon in the address bar.
  2. Select Site settings.
  3. Find Notifications and adjust your preference.