最高の無料チャットボットを発見する:ChatGPTのような無料AIチャットオプションに関する包括的ガイド

最高の無料チャットボットを発見する:ChatGPTのような無料AIチャットオプションに関する包括的ガイド

もしあなたが望むなら ai chat gpt free access in 2026, the good news is simple: there are more strong free options than there were a year ago. The bad news is that almost every vendor now uses the word 無料 differently. Some give you a real daily tool. Some give you a useful starter plan that holds up for light work. Some give you a teaser that feels generous until you hit the first file upload, citation request, or usage cap.

This refresh is built for the practical question behind the keyword: where can you actually chat with AI for free right now, what do you really get, and when does a zero-dollar plan stop being worth the hassle? I checked current public pricing pages, help docs, product pages, and app listings 2026年4月12日現在. That matters because free limits, model access, voice features, and account requirements are moving targets now.

One thing to keep straight before we get into the list: ChatGPT Free is still one of the best starting points, but it is no longer the only smart answer. Claude is stronger for clean writing. Perplexity is better for source-backed research. Gemini is better if your life already runs through Google. DeepSeek and Qwen are more generous than a lot of US buyers expect. If you want the wider zero-dollar landscape after this article, start with our roundup of the 最高の無料AIチャットボット. If your real filter is no account, not just no payment, the sharper companion page is our guide to サインアップなしの無料AIチャット.

What "AI Chat GPT Free" Really Means in 2026

The phrase itself is messy. Sometimes people mean the official ChatGPT free tier. Sometimes they mean any AI that feels like ChatGPT but costs nothing. Sometimes they want a free AI chat website, sometimes a phone app, and sometimes a no sign up required browser tab they can use for five minutes and forget. Those are not the same product categories.

In practice, there are four different "free" offers hiding under the same search:

  • 永遠に無料: a usable $0 plan that stays available as long as you stay inside the cap.
  • フリーミアム: the basic version works, but the good model, higher limits, or most useful tools sit behind a subscription.
  • Signed-out preview: you can ask questions without logging in, but history, files, image tools, or personalization are restricted.
  • Free trial in disguise: the interface looks free until you try to use it like a real daily tool.

The difference matters because free AI chat has become less about raw model intelligence and more about how long the tool stays useful before the paywall starts making decisions for you. A model can be brilliant on paper and still be annoying in real life if it forces you to wait, rate-limits you during peak hours, blocks the useful features, or forgets your last upload halfway through the session.

That is also why you should stop treating every free AI chat app as interchangeable. A "best free AI" list is broad by design. This page is narrower. It is built around the behavior people actually want when they type ai chat gpt free: a clean chat box, a useful answer, decent memory inside the session, and enough free usage to handle writing, research, coding, planning, or quick everyday questions without feeling trapped.

Here is the blunt version I would use if you only have 20 seconds. If you want the closest thing to ChatGPT for free, start with ChatGPT itself, then compare Claude, Gemini, Copilot, and DeepSeek. If you need citations, start with Perplexity. If you need an open-model option, start with Qwen or HuggingChat. If you need a bunch of frontier models in one place, Poe is still the cleanest sampler. If you need a broader model-similarity lens rather than a strict free-plan lens, our AI like ChatGPT comparison goes deeper on that question.

Can You Use ChatGPT Free in 2026 Without Paying? Yes, With Real Limits

Yes. ChatGPT is still free to use in 2026, and OpenAI’s current help docs still say you can try ChatGPT before creating an account in supported regions. That signed-out access is useful for a quick question, a one-off rewrite, or a disposable brainstorming session. It is not a full replacement for a proper logged-in workflow, because logged-out use is intentionally constrained.

OpenAI’s current pricing page also makes the split pretty clear. The free tier gives you access to ChatGPT at $0, with access to web search plus limited access to higher-end features such as more advanced models, deep research, file uploads, image generation, voice mode, and custom GPTs. That is a strong free offer by consumer-AI standards, but it is still a limited offer. Free users can do real work; heavy users will absolutely notice the ceiling.

Here is where ChatGPT Free is still excellent:

  • General writing: email drafts, summaries, outlines, ad copy, brainstorming, interview prep, and revision passes.
  • Light research: quick explainers, web-grounded answers, structured lists, and idea generation before you do deeper source checking.
  • Everyday coding help: debugging small functions, explaining stack traces, and generating starter code.
  • Mobile voice use: fast spoken follow-ups when you are away from your desk.
  • Files and images in moderation: enough to test the workflow, not enough to replace a paid daily setup for power users.

Here is where free usage starts feeling tighter than the marketing copy suggests:

  • Long, multi-file sessions: you will hit limits faster than you expect.
  • Peak-time usage: access can feel slower or more restrictive when the service is busy.
  • Heavy voice use: great for testing, less reliable as your main daily mode on free.
  • Repeat advanced tasks: if your day depends on data analysis, image generation, or deep research, the cap shows up fast.
  • Saved history and continuity: signed-out access is convenient, but it is disposable by design.

The smartest way to use ChatGPT Free is not to pretend it is unlimited. Use it for high-value, short-burst work. Draft the outline, not the whole quarter’s content plan. Ask it to debug the broken function, not review the entire repo for two hours. Use the file tool for the one PDF that matters, not ten uploads in a row. The free tier works best when you spend the budget where the model’s speed and polish matter most.

That is also why ChatGPT Free keeps winning the "best starting point" argument. Even when other tools beat it on one specific job, ChatGPT still does a lot of jobs well enough from one tab. If you are new to the category, there is no reason to overcomplicate the first test. Start there. Then compare the same prompt with two or three alternatives before you assume the official app is automatically the best answer for あなたの workflow.

One useful rule: if you hit the free limit and immediately feel blocked, that does not always mean you should pay OpenAI. It might mean you are using the wrong tool for the job. A citation-heavy task might belong in Perplexity. A careful rewrite may be better in Claude. A Google Docs-centered workflow may be easier in Gemini. A quick coding fix might be cheaper to offload to DeepSeek or Qwen.

If what you really want is the full shopping view instead of the $0-only view, that is a different decision. The better companion page then is our ChatGPT alternatives buyer guide, which is built around product fit, not just free access.

The Best Free AI Chat Tools That Feel Closest to ChatGPT

If your actual question is "What can I use for free that still feels like ChatGPT?" these are the tools worth your time right now.

Claude Is the Best Free Upgrade for People Who Care About Clean Writing

Anthropic’s current pricing page still lists a real free tier, with Claude Pro at $20 per month or $17 per month billed annually, and Max tiers above that. The free plan still covers web, iOS, Android, and desktop access, plus writing, coding, image analysis, and web search. That matters because Claude is not just a smaller demo anymore. It is a fully usable free assistant with a clear upgrade path.

In daily use, Claude feels like the best answer when ChatGPT Free gives you something serviceable but slightly too generic. Claude is especially strong at rewriting messy drafts, tightening tone, organizing long notes, and keeping a calm, readable style under pressure. The catch is the same one Claude users have complained about for a while: the usage cap can feel tight if you do heavy long-context work in bursts. For pure writing quality on free, though, it is still near the top.

Gemini Is the Best Free Pick if You Already Live Inside Google

Google’s Gemini positioning is more complicated than it used to be, but the practical read is still straightforward. Google says some Gemini web features can be used without signing in, while signed-in users get broader access and saved activity. Google also keeps Google AI Pro at $19.99 per month in the US, with the Gemini app, higher limits, and broader AI access bundled into that plan.

Where Gemini wins is workflow leverage. It feels more useful than its raw chat score once Gmail, Drive, Docs, Search, Android, camera input, and voice use are part of the day. On iPhone and Android, Google’s own docs still position Gemini as a multimodal mobile assistant that supports text, voice, images, and live conversation. If your work happens across Google products, Gemini often feels more practical than ChatGPT Free even when the answer quality is only roughly similar.

Microsoft Copilot Is the Best Free Everyday Alternative for Web-Grounded Answers

Microsoft has kept Copilot aggressive on free access. The most notable public change was Microsoft’s announcement of free, unlimited access to Voice and Think Deeper, while paid Microsoft 365 plans keep the extra productivity integration and higher-priority access. On the pricing side, Microsoft 365 Personal currently starts at $9.99 per month and includes Copilot.

That makes Copilot one of the more interesting "ai chat gpt free" alternatives because it does not force a $20 jump just to feel serious. It is especially good for quick planning, browsing-backed answers, travel questions, shopping comparisons, and voice use. The catch is product sprawl. Copilot is now part assistant, part Microsoft 365 layer, part browser feature, and part standalone app. If you already use Microsoft tools, that is a strength. If you do not, the product can feel less tidy than ChatGPT or Claude.

Perplexity Is Still the Smartest Free Tool for Source-Backed Research

Perplexity is the tool I reach for when the next question after the answer is, "Where did that come from?" Its current help docs still position Pro at $20 per month or $200 per year, with Max at $200 per month or $2,000 per year. Free users do not get the same depth or volume, but the base experience is still one of the best ways to turn a vague question into a sourced answer fast.

The reason Perplexity belongs on a ChatGPT-style list anyway is that many readers do not actually want a chatbot. They want reliable answers with citations in a conversational interface. For that job, Perplexity often beats pure chat products. The catch is that it does not feel as relaxed for creative drafting. It is a better research companion than it is a one-tab replacement for every kind of work.

DeepSeek Is the Best Free Value Pick if You Care About Price-to-Performance

DeepSeek remains the market’s favorite reminder that a cheap-feeling product can still be technically serious. DeepSeek’s current app and web presence keep free access front and center, while the API docs list DeepSeek-V3.2 at 128K context and extremely low token pricing for developers. That API pricing is not the same thing as app behavior, but it tells you a lot about the company’s positioning: low-cost capability is the point.

The tradeoff is polish. DeepSeek is not the safest pick if you want the calmest product UX, the cleanest consumer brand, or the most predictable reliability during traffic spikes. It is a very strong pick if you want a free assistant that can help with coding, technical Q&A, and general drafting without immediately pushing you toward a premium subscription.

Qwen Is the Most Underrated Free Cross-Platform AI Chat Right Now

Qwen has become much harder to ignore in 2026. Qwen’s own site now positions Qwen Studio as a free AI assistant, open to all, with web, iOS, Android, macOS, and Windows access. The download page is unusually clear: mobile, desktop, and web are all in play, which immediately makes it more practical than many open-model-adjacent tools that still feel like demos.

Qwen also matters because the company is moving fast on multimodal and agentic capability. Its late-March 2026 research notes position Qwen3.5-Omni with 256K long-context input and strong text, image, audio, and video understanding. That does not automatically make Qwen the best free everyday consumer assistant, but it does make it one of the strongest "free and surprisingly capable" installs if you are willing to try something outside the usual US shortlist.

Poe Is the Cleanest Free Sampler if You Want Many Models in One App

Poe is still the easiest answer for people who hate choosing one AI vendor. Poe’s public materials say the product is free for most usage, with subscriptions starting at $4.99 per month. Its subscription FAQ also says paid users unlock far more messages than free users and full context lengths up to 2 million tokens on supported bots.

The free experience is point-based, which is both the strength and the weakness. It is a great way to sample different model families without opening five accounts. It is not the best way to build a stable daily habit if you want one assistant with one tone and one memory. Use Poe when flexibility matters more than consistency.

Le Chat by Mistral Is a Better Free App Than Its Mindshare Suggests

Mistral’s Le Chat app deserves more US attention than it gets. The App Store listing still shows the app as free with in-app purchases, and the current listing highlights web search, real-time news, deep research, OCR, voice recognition, image generation, and project-style organization. The same listing shows Le Chat Pro at $14.99 per month or $149.99 per year.

The main reason to try Le Chat is speed. It feels fast, multilingual, and lighter than the usual flagship assistants. The main reason it still sits below ChatGPT, Claude, and Gemini in mainstream usage is ecosystem gravity, not pure usefulness. If you like trying strong tools before they become default recommendations, Le Chat is worth installing.

HuggingChat Is Still the Best Free Playground for Open-Model Experimentation

HuggingChat is not the cleanest polished consumer AI app. It is one of the best places to experiment with open-model behavior without immediately standing up a local stack. Hugging Face’s current pricing still shows the base Hub as free and PRO at $9 per month. That pricing matters mostly because it explains the business model around the broader ecosystem, not because you need PRO to test the category.

What HuggingChat does well is variety. It gives you a way to test how open-model answers feel without pretending every result will be as stable or polished as ChatGPT or Claude. That makes it useful for builders, tinkerers, and people who want to see the open side of the market before they commit to Qwen, local runners, or a more serious developer setup.

Free AI Chat Comparison Table: ChatGPT, Claude, Gemini, Copilot, and More

The table below is built for real-world choice, not benchmark theatre. These entries reflect current public plan details and product positioning 2026年4月12日現在.

ツール Free reality Best use on free 主な特徴 Published paid entry
ChatGPT Real free tier plus signed-out web access in supported regions Best all-purpose starting point Advanced tools and higher-end usage cap out quickly for heavy sessions Plus from $20/month
クロード Real free tier on web, iOS, Android, and desktop Writing, editing, thoughtful long-form answers Rolling limits can feel tighter than users expect Pro $20/month or $17/month billed annually
双子座 Free base access; some web features work signed out Google-centric work, voice, and mobile multimodal use Best features need sign-in and the product packaging changes often Google AI Pro $19.99/month
コパイロット Strong free access with voice and deeper reasoning features promoted heavily Web-grounded answers and Microsoft-friendly productivity Product structure is spread across Microsoft surfaces Microsoft 365 Personal from $9.99/month
Perplexity Useful free tier with citations Research, shopping, current-event explainers Creative drafting is less natural than in pure chat tools Pro $20/month or $200/year
DeepSeek Free web and app access Coding help and high-value $0 usage UX and service consistency are less polished than top consumer apps API pricing is usage-based and very low
Qwen Free Qwen Studio on web, iOS, Android, macOS, and Windows Open-model-style experimentation with real usability Less mainstream polish and fewer familiar integrations API pricing is usage-based
ポー Free for most usage through points Trying many models in one interface Points disappear fast on premium bots Plans start at $4.99/month
ル・シャ Free app with in-app purchases Fast multilingual assistant work Smaller ecosystem than the US market leaders Le Chat Pro $14.99/month
HuggingChat Free experimentation layer through Hugging Face Open-model testing and builder curiosity Consistency depends on model availability and setup choices HF PRO $9/month
Character.AI Real free tier Roleplay, companionship, casual chat Weak fit for factual work and business research Character.AI+ $9.99/month

Public pages checked for the pricing and feature baseline: OpenAI pricing, OpenAI ChatGPT help, Anthropic pricing, Google AI plans, Gemini sign-in requirements, Microsoft Copilot pricing, Perplexity Pro and Max help, DeepSeek API docs, Qwen Studio, Qwen downloads, Poe model pricing, Poe help center, Hugging Face pricing, Le Chat App Store listing, および Character.AI App Store listing.

Which Free AI Chat Tool Wins for Writing, Research, Coding, and Voice

The fastest way to waste time in this category is to keep hunting for one magical winner. The stronger move is to match the task to the free tool that is strongest at that task.

Best Free AI Chat for Writing

If you care most about sentence quality, structure, and rewrites that sound like a person actually edited them, クロード is the free tool I would test first. ChatGPT Free is still excellent for fast ideation and broader all-purpose drafting, but Claude is better at taking rough notes and turning them into cleaner prose without sounding too generic. Le Chat is the underrated third option if you want something fast and a little less overfamiliar.

Best Free AI Chat for Research and Source Checking

Perplexity still wins because it turns verification into part of the interface. You do not have to ask for sources as an afterthought; the product is built around showing you where the answer came from. Gemini is also stronger than some buyers expect here if your research naturally lives inside Search, Docs, and Google’s broader ecosystem. ChatGPT Free is fine for early-stage orientation, but it is not the tool I would trust most when the next step is checking claims quickly.

Best Free AI Chat for Coding

This one is closer. ChatGPT Free is still the safest all-around answer because it explains code clearly and stays readable for non-experts. クロード is often better at large pasted snippets and more careful technical reasoning. DeepSeek is the value pick because its coding help stays surprisingly strong at zero cost. Qwen belongs in the conversation too, especially if you are comfortable testing open-model behavior and want a tool that is improving very quickly on agentic coding tasks.

Best Free AI Chat for Voice and Mobile Use

双子座コパイロット have both become much more interesting here. Google’s own mobile docs make it clear that Gemini is built for text, voice, images, camera input, and live conversations. Microsoft, meanwhile, has pushed free Voice and Think Deeper much harder than many people expected, which makes Copilot a more serious free hands-free assistant than it used to be. ChatGPT Free still belongs in the top group for mobile voice, but it is no longer alone.

Best Free AI Chat for Trying Multiple Models Without Paying for Five Subscriptions

ポー wins that job. It is the cleanest way to compare model styles without making separate buying decisions up front. If you are still figuring out whether you like GPT-style answers, Claude-style answers, or open-model behavior, Poe is useful. If you already know what you want and need one steady assistant, it is less compelling.

If your comparison has shifted from "what is free?" to "which app actually feels the most familiar day to day?" then the best next read is our guide to apps like ChatGPT. Product feel and pricing overlap, but they are not the same buying question.

No-Sign-Up and Low-Friction AI Chat Options That Still Work

真実 サインアップ不要 AI chat is still the exception, not the rule. Most vendors want an account because accounts support saved history, abuse controls, personalization, and upsells. That does not mean the no-login option is dead. It just means you need to be precise about what "without signup" actually buys you.

As of April 2026, the most credible low-friction options break down like this:

  • ChatGPT: OpenAI still lets users try ChatGPT before creating an account in supported regions, but logged-out use is single-threaded and limited.
  • ジェミニ: Google says some Gemini features can be used without signing in, but signed-out use loses chat history, file uploads, image generation, and connected-app features.
  • DeepAI: the browser chat is still one of the easier throwaway options on the open web, but its premium modes and higher-quality experiences push toward the paid plan.
  • Perplexity: friction is low, but the product gets more useful the moment you treat it like a real account-based research tool.

The pattern is obvious. Signed-out use is best for quick, disposable work: checking a phrasing idea, summarizing one paragraph, asking a simple explain-it-like-I’m-new question, or testing whether a tool’s style fits you. It is a poor fit for anything that depends on continuity, uploads, saved chats, or personal preference.

That is why I rarely recommend no-login AI chat as a primary workflow. It is perfect as a backup tab. It is not the best foundation for anything you intend to revisit tomorrow. If your real requirement is anonymous or low-friction access first and everything else second, then use this page as the shortlist and move next to our dedicated guide to サインアップなしの無料AIチャット, because that edge case deserves its own filter.

The Best Free AI Chat Apps for iPhone, Android, Windows, and Mac

Device fit matters more than list posts usually admit. Some tools are only average on desktop and excellent on phones. Some are the opposite. If your free AI habit is mostly mobile, you should rank differently than someone working from a browser all day.

Best iPhone Picks

ChatGPT is still the safest general recommendation if you want the mainstream default. クロード is the better install if you mostly rewrite, summarize, and work with long text. 双子座 is worth installing if voice, camera help, and Google handoff matter more than pure writing style. ル・シャ is the sleeper app if you like fast multilingual assistance and want something a little different from the usual US trio.

Best Android Picks

双子座 has the strongest Android-native story because Google treats it as more than a chatbot. That advantage shows up in assistant behavior, voice, camera use, and the way it fits into the broader Google stack. ChatGPT, Copilot, and DeepSeek are still worth having as comparison installs, but Gemini is the most phone-native free option in the category.

Best Windows and Mac Picks

On desktop, the split is more about workflow than operating system. コパイロット is the natural Windows pick if your day already involves Microsoft products. ChatGPTクロード are still the most balanced browser-first choices. Qwen deserves more attention on desktop because its site now supports macOS and Windows directly, which makes it easier to test than a lot of people assume.

The best habit for most users is not one app. It is a two-app bench: one all-purpose assistant and one specialist. Example: ChatGPT plus Perplexity. Claude plus Gemini. Copilot plus DeepSeek. That setup is usually more useful than spending weeks trying to crown one winner for every task.

If your bigger question is app-first product feel rather than strict price, this is where our apps like ChatGPT comparison helps more than another giant free-tools roundup.

How to Choose the Right Free AI Chat Tool in 10 Minutes

You do not need a 30-tab research project to choose a free AI tool. You need one repeatable test. Here is the method I would use if I had to choose from scratch today.

  1. Write down one real task. Do not test with a vague prompt like "tell me about marketing." Use your actual work: summarize this PDF, rewrite this email, explain this error, compare these products, or plan this trip.
  2. Run it through ChatGPT Free first. That gives you the current mainstream baseline.
  3. Run the same prompt in one specialist. Use Claude for writing, Perplexity for research, Gemini for Google-heavy work, or DeepSeek for coding.
  4. Measure the friction, not just the answer. Ask which tool made the next step easier. Better output with worse friction is not always a real win.
  5. Notice what the free cap blocks. Did the product stop you at the exact moment the workflow became useful? That matters more than the first answer quality.
  6. Keep one primary tool and one backup. That is enough for most users.

If you want the short version of that process by use case, use this checklist:

  • Pick ChatGPT Free if you want the safest all-purpose zero-cost starting point.
  • Pick Claude Free if your day is mostly drafting, editing, and rewriting.
  • Pick Perplexity Free if citations matter more than conversational style.
  • Pick Gemini Free if you already live in Google apps and want strong mobile multimodal use.
  • Pick Copilot Free if you want web-grounded answers and you already work in Microsoft’s world.
  • Pick DeepSeek or Qwen if you want unusually strong value and are open to less mainstream tools.
  • Pick Poe if you want to compare many model families before choosing a favorite.

The mistake I would avoid is overvaluing the first "wow" moment. Free AI chat looks great in the first five minutes. The real test is whether it still helps after the third follow-up, the first upload, the first correction, and the first moment you need the answer to be dependable instead of just impressive.

When Free AI Chat Stops Being Enough for Business Conversations

This is where a lot of small teams buy the wrong thing. A free personal AI assistant is excellent for drafting replies, summarizing notes, and helping one person think faster. It is not the same thing as a system that handles customer conversations, captures leads, routes support, logs context, and hands off cleanly to a human.

If your actual need is business messaging, free AI chat breaks down in predictable ways:

  • No reliable handoff: there is no clean owner once the conversation gets messy.
  • No shared workflow: one employee’s helpful prompt does not become a team system.
  • No structured capture: free chat answers questions, but it does not automatically collect lead data the way a proper funnel does.
  • No analytics layer: you cannot manage conversion, response timing, and routing well from a generic chat tab.
  • No channel ownership: customer conversations usually start in Messenger, web chat, Instagram, WhatsApp, or email, not in your personal AI app.

That is the point where you should stop asking "Which free AI chat is best?" and start asking "Which platform should own the conversation?" If you are deciding between personal assistants and customer-facing bot software, the right next read is our chatbot platform comparison. That page separates consumer AI tools from actual business messaging systems so you do not end up comparing totally different products as if they solve the same job.

For teams that mainly need Facebook Messenger, website chat, lead capture, and automated follow-up, the smarter move is usually to stop patching together prompts and start using a platform built for that workflow. If that is your situation, MessengerBotの料金を見る first, then compare the upgrade path through MessengerBot Proの機能. That is a much cleaner buying path than trying to force a free personal AI assistant into a customer-service or sales-routing role it was never designed to own.

The honest cutoff is simple. Free AI chat is enough when the job is personal thinking, drafting, or lightweight solo productivity. It stops being enough when the job is repeatable customer communication that more than one person depends on.

AI Chat GPT Free FAQ: Real Questions About Limits, Privacy, and Value

2026年にChatGPTは本当に無料ですか?

Yes. ChatGPT still has a real free tier in 2026, and OpenAI also still allows signed-out web access in supported regions. The catch is that advanced tools and heavier usage are limited, so the free plan works best for short, high-value sessions instead of nonstop power use.

Can I use AI chat GPT free without signing up?

Sometimes. ChatGPT and Gemini both support some signed-out usage, but the logged-out experience is intentionally narrower. You usually lose saved chats, personalization, some advanced features, and broader multimodal tools. It is useful for quick tests, not for a serious long-term workflow.

What is the best free AI chat besides ChatGPT?

That depends on the job. Claude is the best free alternative for writing quality, Perplexity is the best for citations and research, Gemini is the best for Google-heavy workflows, and DeepSeek is the best value pick if you want strong free performance without the usual premium-brand price pressure.

Which free AI chat is best for research with sources?

Perplexity is still the strongest free choice if you want cited answers built into the interface. ChatGPT Free and Gemini can help you think through a topic, but Perplexity is usually faster when you need to verify claims, compare sources, and move into actual research instead of general brainstorming.

When should I stop relying on free AI chat?

Stop relying on free AI chat the moment your work depends on consistency, larger file-heavy sessions, dependable team workflows, or customer-facing automation. Free plans are great for exploration and light daily use. They are much less reliable when the cost of a limit, a missing feature, or a bad handoff becomes real.

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