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Start with a task, not a chatbot
Choose something you already need to do: condense a long document, prepare for an interview, improve a draft or practice a language. State the result you want and any useful constraints, such as the audience, length or tone. Then read the response critically before using it. A polished answer can still contain errors or invented details.
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To learn which assistant suits a task, try the same prompt in more than one tool and compare usefulness, accuracy and fit with your workflow. Winnie Kroculick, co-author of Own Your Future: AI for All, describes the value of seeing how different tools respond to the same prompt. Treat this as your own comparison, not a guarantee that one assistant is best for every job.
Ways to use generative AI at work
1. Summarize long PDFs
Ask an assistant that supports document input to summarize a PDF, extract key points or answer questions about specific sections. Check important statements in the original document: chatbots can invent details even when summarizing material they were given.
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2. Turn meetings into notes
A meeting assistant such as Zoom AI Companion may help produce a summary or action-item list. Check the notes against what was actually said, especially names, deadlines and decisions, and follow your organization’s rules before enabling recording or transcription.
3. Summarize documents in your office workflow
Tools associated with office suites may be able to summarize documents where you already work. Examples in the 2025 coverage included Gemini for Google Docs. Features and access can change, so check the product’s current availability and plan requirements rather than assuming a feature is included.
4. Edit a draft
Ask an editor such as Grammarly to flag grammar, clarity or concision issues. Treat suggested changes as proposals: confirm that the revised text retains your meaning and sounds appropriate for its audience.
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Give a chatbot a draft and request a specific change, such as making it warmer, shorter or more professional. Review the result in the context of the conversation before sending; a rewrite can change the meaning or introduce a tone you did not intend.
6. Plan a calendar
A planning tool such as Motion can help organize tasks and time. Give it realistic priorities and deadlines, then check whether the proposed schedule leaves enough time and reflects your actual commitments.
7. Create a presentation outline
Presentation tools such as Prezi AI can help turn a topic into a slide structure. Review the sequence, evidence and emphasis before building or sharing the deck; a generated outline is not a substitute for checking the underlying facts.
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Use AI in a job search without inventing credentials
8. Explore possible roles
Describe your experience, interests and constraints, and ask for roles to investigate. Use suggestions as leads for your own research, not as a verdict about what you are qualified to do.
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9. Tailor a cover-letter draft
Provide a job description and accurate details about your experience, then ask for a draft that connects the two. Verify every claim and remove anything that overstates your qualifications or experience.
10. Improve resume wording
Ask an assistant to make a bullet clearer or more concise while preserving its factual meaning. Check that each result, skill and responsibility is true; do not submit invented achievements.
11. Practice interview questions
Ask a chatbot to pose questions for a particular role, one at a time, and give feedback on your answers. Treat the exercise as practice rather than a prediction of the employer’s interview.
12. Rehearse salary-negotiation language
Request a few respectful ways to discuss compensation, then adapt the wording to your actual situation. Do not treat generated salary advice as verified market data.
ChatGPT, Figma AI and Final Round AI were among the examples named in the 2025 article. Their features and access may have changed. Whatever tool you use, keep personal data out of prompts unless you have assessed the service and its settings, and verify all job-search claims before sending them.
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- ONE-TAP RECORDING FOR REAL-LIFE MOMENTS: Capture meetings, phone calls, and in-person conversations instantly with a simple tap, no typing, no interruptions, just effortless note-taking anywhere you go.
- SMART AI INSIGHTS & ORGANIZATION: Pocket automatically turns recordings into clear summaries, key action items and structured conversation maps so you can quickly review what matters without digging through audio.
- TURN CONVERSATIONS INTO ACTION WITH “ASK POCKET”: Don’t just record, understand. Instantly ask questions across your meetings, extract key insights and generate next steps in seconds. All grounded in your recordings, so answers stay accurate and reliable.
- MAGSAFE COMPATIBLE FOR SEAMLESS USE: Easily attach Pocket to your iPhone or other MagSafe compatible devices for convenient, hands-free recording on the go. Perfect for capturing meetings, calls, and ideas without needing to hold your device.
Improve writing and communication
13. Proofread a message
Ask an assistant to identify errors or unclear sentences in a draft. Compare the proposed edits with your original and make sure the message still says what you mean.
14. Make a message more professional
Specify the audience and the tone you want, rather than asking vaguely for a “better” message. Read the revision in context before sending, especially if it concerns a sensitive or consequential matter.
Apple Intelligence writing tools were discussed in the context of iOS 18.1 in the 2025 coverage. That is historical context, not current guidance on device compatibility or availability; check Apple’s current documentation if you are considering those features.
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15. Get a short lesson on a topic
Ask for an explanation at your current level, followed by a few questions to check your understanding. For important or technical subjects, verify the explanation with reliable material rather than relying on the chatbot alone.
16. Practice a language
Request a short dialogue or useful phrases in the language you are learning, and ask the assistant to explain corrections. AI-enabled learning services such as Babbel and Duolingo were also mentioned in the 2025 examples; check current features and plans directly with each service.
Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.Try creative tasks
17. Generate an image
Image-generation tools such as DALL-E and Canva were named as creative examples. Describe the subject, style and intended use, then review the result for quality and suitability. The 2025 examples do not establish current feature availability or plan requirements, so check the tool’s current terms before relying on a particular capability.
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18. Compare creative approaches
Ask for several concepts, headlines or visual directions, then choose and refine the one that fits your project. Generated options are raw material; check factual details and whether the result is appropriate for your audience before publication.
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When testing assistants, use the same prompt and judge the results for your particular task. Include practical fit in the comparison, not just fluency:
- Usefulness and accuracy: Does the answer solve the task, and can you verify its factual claims?
- Workflow fit: Does the tool work with the documents, devices or office services you already use?
- Privacy: What information would you be sharing, and have you reviewed the service’s relevant settings?
- Access: Does the feature require a paid plan or particular device? Check current terms with the provider.
A Copilot+ PC is one hardware path discussed in the 2025 article, not a prerequisite for trying general-purpose AI chatbots or most of the tasks above. Its hardware and software details are time-sensitive; check Microsoft’s current documentation for compatibility and access information.
Protect your information and check the output
Keep sensitive details out of prompts
Do not enter Social Security numbers, banking information or other sensitive personal details unless you have evaluated the service and its settings and have a sound reason to share them. For a draft or example, replace identifying details with placeholders.
Verify consequential claims
Check summaries against their source, job materials against your real experience, and factual assertions against trustworthy references. AI assistance does not transfer responsibility for a message or application: you remain responsible for what you send or submit.
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Be cautious with AI-writing accusations
AI-writing detectors such as Copyleaks were mentioned in the 2025 article, but a detector result should not be treated as proof that a person used AI. Avoid accusing someone on the basis of a detection score alone.
What the adoption figures do—and do not—say
The 2025 CNET coverage reported that one in three Americans had tried ChatGPT and 20% had never heard of it, attributing those figures to a June 2025 Pew study. It also reported that an IBM survey of 2,000 CEOs in 2025 found nearly one in three workers may need retraining over the next three years, while just over half of surveyed CEOs said they were hiring for AI-related roles that did not exist a year earlier. These are figures as reported by CNET; they are not a measure of whether a particular tool will help with your task.
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