B2June 21, 2026·2 min read·277 words·6 vocab words·Source: BBC Technology

The True Cost of a Free Apartment Clean in New York

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The True Cost of a Free Apartment Clean in New York
Photo: BBC Technology
In brief

A New York startup named Micro AGI is providing free apartment cleaning under its Shift project, but clients must allow workers to record their homes. The cleaners wear cap-mounted cameras that collect video data to train autonomous domestic robots. The company's founder, Bercan Kilic, explains that physical robots need diverse real-world data to adapt to different spaces. However, privacy advocates from groups like the Electronic Frontier Foundation warn that this practice threatens personal privacy and could lead to surveillance pricing.

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A New York startup named Micro AGI has introduced a project called Shift, which offers free apartment cleaning to local residents. However, this seemingly service comes with a major catch, as every part of the customer's home is recorded. The cleaners, who are typically young college graduates, wear small cameras on their caps that are connected to their mobile phones.

The project is designed to collect data for training the next generation of cooking and cleaning robots. According to the company's founder, Bercan Kilic, robots must be trained to adapt to different layouts and changing lighting conditions. He noted that while language models can easily learn from text, physical robots require millions of real-world examples to master tasks. If the startup gathered enough data, it would sell the files to various robotics and artificial intelligence firms. The company has also expanded its data collection to Turkey, where mechanics are hired to record themselves repairing cars.

Despite the popularity of the free cleans, privacy advocates have urged consumers to be extremely about this arrangement. Rory Mir, a director at the Electronic Frontier Foundation, warned that these pay-for-privacy practices could ultimately lead to pricing. He explained that even if consumers trusted the initial business, their private information could be shared with other corporations or governments. Calli Schroeder, who works at the Electronic Privacy Information Center, described the initiative as a creative way to sell privacy invasion. She added that sharing this information might build systems that do not have the public's best interests at heart. Nevertheless, because demand remains incredibly high, the startup's cleaners are currently working full-time across the Upper East Side.

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Comprehension
Question 1 of 3

Why do physical robots need millions of real-world examples?

Grammar spotlight

Second Conditional

One point · B2

We use the second conditional (If + past simple, would + base verb) to talk about hypothetical or imaginary situations in the present or future.

From this article

If the startup gathered enough data, it would sell the anonymised files to various robotics and artificial intelligence firms.

What to know · B2

Use it today

Try saying this aloud

Neutral register

Scenario: You are explaining to a family member why you declined a discount program that tracks your phone location.

  1. 01this seemingly generous service comes with a major catch
  2. 02be extremely cautious about this arrangement
  3. 03do not have the public's best interests at heart

Register tip · formal

🔑Key Phrases

this seemingly generous service comes with a major catch,dieser scheinbar großzügige Dienst hat einen großen Haken,

Used to show that a free or kind offer has hidden conditions or problems.

Noun Phrase + Verb + Prepositional Phrase

This cheap hotel comes with a major catch, as there is no hot water.

robots must be trained to adapt to different layoutsRoboter müssen darauf trainiert werden, sich an verschiedene Grundrisse anzupassen

Expresses necessity using the passive voice of modal verbs.

Modal + Passive Auxiliary + Past Participle + Infinitive

Staff must be trained to adapt to new operating systems.

If the startup gathered enough data, it would sellWenn das Startup genug Daten sammelte, würde es diese verkaufen

A conditional structure exploring a hypothetical situation in the future.

Conditional Clause (If + Past Simple) + Main Clause (Would + Verb)

If they changed the policy, they would see better results.

these pay-for-privacy practices could ultimately lead todiese Bezahlen-für-Privatsphäre-Praktiken könnten letztendlich zu ... führen

Shows potential long-term negative consequences using modal probability.

Noun Phrase + Modal + Adverb + Verb + Preposition

These cost-cutting measures could ultimately lead to safety issues.

build systems that do not have the public's best interests at heart.Systeme entwickeln, die nicht das Wohl der Allgemeinheit im Sinn haben.

A common idiom meaning an organization does not care about the public good.

Verb + Noun + Relative Clause with Idiom

We should avoid programs that do not have the users' best interests at heart.

🎙️ Article Audio — Kokoro TTS

The True Cost of a Free Apartment Clean in New York

💬Discussion Questions

Open-ended questions to talk or write about — alone, with a partner, or in class.

  1. 1

    What is your opinion on Calli Schroeder's description of this service as a 'privacy invasion'?

    Opinion
  2. 2

    Compare the risks of this cleaning service with smart home assistants like Alexa.

    Compare
  3. 3

    If a robot could clean your home perfectly, what tasks would you still prefer to do yourself?

    Personal
  4. 4

    How do you predict the market for autonomous domestic robots will develop in the next decade?

    Predict
  5. 5

    How would you evaluate the startup's business model of selling anonymised personal data?

    Evaluate
  6. 6

    Why do you think consumers are willing to exchange their privacy for basic household chores?

    Evaluate
  7. 7

    Under what circumstances, if any, would you allow a company to record your daily routines?

    Personal
  8. 8

    Do governments have a responsibility to regulate companies that trade data for services?

    Opinion

Adapted from BBC Technology · Read the original. LectoPress rewrites the facts as original graded-reader text for language learners.

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