What we found

Analyses

Each analysis looks at one everyday problem: what already exists, what the evidence does and doesn’t show, and whether one person with AI could reasonably build a fix. They’re drafted by an AI research process and checked by a human before publication. A verdict is a reading of the evidence, not a promise to build anything.

Published analyses

  • A solution already exists

    Phone calls are still hard for people who are deaf or hard of hearing

    Ordinary phone calls remain a barrier for people who are deaf or hard of hearing, since a standard voice call offers no text alternative. A vendor blog post from a captioned-telephone company, InnoCaption, lists its own service as a solution: a real-time captioning app for phone calls that, as an FCC-certified service, is described as available at no cost to eligible users in the United States. This is useful context, but it comes directly from the company selling the service, describing its own regulatory status and offering, not from an independent account of people using it.

    Found in public sources · Published

  • A solution already exists

    Can I drop paid apps and subscriptions for free alternatives without losing anything?

    Three separate technology writers, at three different outlets, each describe personally replacing a set of paid apps and subscriptions with free or open-source alternatives, and being largely satisfied with the result. One writer switched away from a long-running Microsoft 365 subscription to the free OnlyOffice suite and says they stopped missing the paid product. A second writer replaced several paid Android apps (a password manager, a note-taking app, and cloud storage) with open-source equivalents such as Bitwarden, Joplin, and Nextcloud, cutting roughly $50 a month in spending to close to $0, while noting some rough edges like a less polished interface and missing AI-assistant integrations. A third writer, on a different Windows-focused outlet, describes years of using LibreOffice, Krita, and other open-source tools instead of Microsoft Office, Photoshop, and other paid Windows software, citing account and sync limitations and privacy concerns as reasons for the switch. Taken together, these are three independent personal narratives pointing the same direction, though none of them is a survey of ordinary users.

    Found in public sources · Published

  • Needs more evidence

    Is this paid subscription actually paying for itself?

    A widely reshared Reddit thread, republished by BuzzFeed and later by a Yahoo News aggregation, asked people which paid membership or subscription genuinely earns its keep. Commenters named things like a warehouse-club membership that pays for itself in fuel and grocery savings, and a board-game platform subscription that replaces the cost and hassle of physical games. The pattern people describe is a mental habit of doing rough cost-benefit math before deciding a recurring charge is worth it. That is a real and relatable behavior, but the evidence here is thin: it is one self-selected online thread, recycled across two publishers, with no independent survey behind it.

    Found in public sources · Published

What the verdicts mean

A solution already exists
Something that fits this problem is already out there. The next step is finding it, not building another one.
Worth a small experiment
One person with AI could plausibly test an idea cheaply. That is a reason to try, not a promise anyone will.
Needs more evidence
We can’t yet tell how common the problem is or whether a fix would help. Checking comes before building.
Not a fit for one person
The problem depends on other people, rules or scale that one person with AI can’t reasonably cover.

A verdict is about the evidence found so far. It says nothing about whether the problem matters to you.