健康谣言

Check a Health Claim Before Sharing It

A family group chat forwards a health claim faster than anyone can check it. A five-minute source-trace method turns a plausible-sounding claim into a documented decision: share, share with context, or do not share.

此主题下的更多内容

AI Is Not Your Contractor

A generative model can invent fluent build plans, materials lists, and timelines. It cannot inspect your house, hold a license, or carry liability. Why treating AI as a contractor creates false confidence - and how to keep it as a planning and literacy tool instead.

Home Repair Scam Red Flags - Using AI Without Trusting Doorstep Quotes

Home-improvement scammers use urgency, leftover materials, and full-upfront cash demands. Use AI to rehearse FTC-aligned verification questions - not to validate a doorstep quote. How this differs from general AI-enabled scam literacy.

Investment Claim Verification Before Acting

Viral and AI-polished investment claims need a primary-source trace before any money moves. How to verify promoters, promised returns, and urgency tactics using official investor-protection resources - without asking a chatbot what to buy.

Materials Lists: Verify Against Specs, Not Against Fluency

AI can draft a plausible materials list in seconds. Plausible is not purchase-ready. How to check every line against manufacturer datasheets, listing marks, and local requirements - without treating the chat as a code official.

Before You Act on an AI Answer About HR Policy, Verify It

Ask a chat tool what your company's parental leave or expense policy allows and it answers fluently and specifically — often from generic patterns about 'typical' companies, sometimes from a retrieved document belonging to someone else entirely. Treat any AI answer about your employer's rules as a starting point to verify, never as the answer itself.

After a Diagnosis: Use AI to Organize Questions, Not Interpret Your Future

A new diagnosis arrives with a wall of unfamiliar terms and a mind too overloaded to form good questions. A method for building a source-linked question list and an uncertainty log for your next appointment - with no AI-generated prognosis in it.

Using AI in Civic Life Without Outsourcing Your Judgement

Summarize a local proposal or public document from its actual primary sources, surface disputed claims, and prepare real questions for a meeting — while your vote, your public comment, and your judgement stay entirely your own.

10 分钟阅读

AI Is Not a Doctor - and It Is Not an Emergency Service

A green/amber/red guide to what a general-purpose chatbot can safely help with around your health, what needs a pharmacist or clinician instead, and what always needs emergency care - with no invented crisis numbers.

9 分钟阅读

Use AI to audit a decision for bias, not to certify it as objective

A fixed six-bias checklist and a counter-evidence requirement for auditing a decision you have already leaned toward — with a warning that the model auditing you is a biased participant, not a referee.

中级

How to Interrupt a Rumor in a Group Chat Without Starting a Fight

By the time you notice a false claim spreading in a family or work group chat, it already has momentum. A short, low-confrontation script - backed by a quick AI-assisted check - interrupts it without turning into a fight about who was wrong.

Reconcile a Medication List Before an Appointment

Multiple prescribers and pharmacies almost guarantee your medication records disagree somewhere. A reconciliation method builds one verified list from labels and records - for a pharmacist or clinician to resolve, never for AI to adjust.

Before You Trust an AI News Summary, Check the Primary Source

AI assistants summarizing news get sourcing wrong at a measured, meaningful rate - not occasionally, systematically. A five-minute primary-source check turns a plausible summary into something you can actually act on or repeat.

Prepare for a Medical Appointment in 20 Minutes

Most short appointments fail because the patient runs out of time before the important part. A 20-minute prep method turns scattered worries into a one-page brief - facts, timeline, and questions, with no AI-generated diagnosis in it.

Search vs Chat: Which One Actually Gets You a Verifiable Fact

For a question you plan to act on or repeat, the right first move is not 'search or chat' - it is 'can I get a citation I can actually open.' A practical decision rule for facts that matter.

9 分钟阅读

Build a skill curriculum from outcomes, not a pile of links

A method for turning a target capability into prerequisites, practice tasks, evidence, and review checkpoints — instead of a bookmark pile of courses you never finish.

中级

Use AI for Sleep, Movement, and Nutrition Literacy - Not Prescriptions

A chatbot will happily hand you a personalized meal plan, sleep schedule, or workout program on request - confidently, and without knowing anything about your body, history, or risk factors. A literacy checklist turns a wellbeing claim into a source check and a low-risk discussion point instead.

Keep a Symptom and Impact Record Without Self-Diagnosing

A clinician asks you to track something between appointments, and two weeks later your notes are a scatter of dates and half-memories. A factual log format - observation, time, context, impact - gives your care team something usable, without a single AI-generated conclusion in it.

Travel Planning That Survives Opening Hours, Visas, and Reality

Build an itinerary the model helped assemble but you verified — every opening hour, visa requirement, and connection margin checked against a primary source, with a fallback for anything that depends on something outside your control.

Understand a Medical Document Without Turning It Into Medical Advice

A discharge note or test report arrives full of clinical shorthand you were never taught to read. A four-column method - exact text, plain paraphrase, uncertainty, clinician question - lets AI translate the language without ever telling you what your results mean.

Before You Act on AI-Given Local Info, Verify It

When a chat tool tells you a clinic's hours, an agency's required documents, or a shop's return policy, treat it as a starting point, not a fact — and verify on the official site or with a phone call before you act on it.

Trace a Viral Claim Before You Share It

A viral post spreads faster than anyone can check it. A short source-trace method turns 'this sounds true' into a documented decision: share, share with context, or do not share - using AI to find sources, not to render a verdict.

How to make AI disagree with you honestly

Five practical prompting patterns turn agreeable AI output into a more useful challenge—without pretending that a generated counterargument is evidence.