By the WahLiao desk · Last verified 1 October 2026
Most of what people “know” about Super Intelligence, the kind of AI behind ChatGPT, Claude and Gemini, is half right. It does not understand like a person, is not conscious, does not search the internet for every answer and is not right just because it sounds sure. It is also not “just autocomplete”, it is not banned in Singapore’s schools, and you do not need to be technical to use it. The free plans cost S$0; paid plans start at S$6.98 a month for Google AI Plus. Below are 12 common myths, each answered with a fact and the source behind it.
The single most useful rule: judge Super Intelligence by what it does on your task, then check anything that matters. Neither the hype nor the dismissal survives contact with the evidence.
AI myths and facts: quick facts
| How it works | Predicts text from patterns learned in training; can plan ahead internally |
| Conscious? | No current system is, according to a 2023 review by 19 researchers |
| Confident mistakes | OpenAI says ChatGPT may sound confident even when wrong |
| AI detectors | Unreliable; one study found 61% of non-native English essays flagged as AI |
| Jobs | WEF forecast: 170 million jobs created, 92 million displaced by 2030 |
| Schools | No ban; MOE uses its own AI tools in SLS under teacher supervision |
| Cost to start | S$0; paid plans from S$6.98 a month |
The WahLiao Verdict
| Biggest myth | “It sounds sure, so it must be right.” |
| Most expensive myth | “Paid is always better.” Try free first. |
| Most unfair myth | “The detector says AI, so the student cheated.” |
| Most dangerous myth | “I can always spot a fake picture.” |
| Healthiest stance | Useful tool, not a person, not an oracle. |
12 AI myths vs facts at a glance
| Myth | Fact |
|---|---|
| It understands like a person | It learns patterns from training data; it has no lived experience and can fail in un-human ways |
| It’s conscious | Researchers found no current system meets the indicators |
| It’s just autocomplete, so useless | It predicts one word at a time but can plan several steps ahead |
| It searches the internet every time | ChatGPT searches only when it judges it useful, or when you ask |
| It’s right if it sounds confident | Confidence is not reliability; training rewards guessing |
| It will take all jobs next year | WEF expects churn to 2030 and a net gain of 78 million jobs |
| AI detectors reliably catch AI writing | OpenAI withdrew its own detector for low accuracy |
| Singapore bans ChatGPT in schools | No ban; MOE introduces its own AI tools by age |
| Paid plans are always better | ChatGPT Free includes search, uploads and images; paid adds higher limits and speed |
| It’s private by default | Consumer chats may be used for training unless you opt out |
| You need to be technical | You type in plain language; free 90-minute courses need no coding |
| AI images are easy to spot | In a PNAS study, people scored 48%, no better than a coin toss |
Myths about how it thinks
Myth 1: “It understands like a person”
OpenAI describes ChatGPT as designed to give useful responses based on patterns in the data it was trained on. That is not how a person understands things: it has no body, no lived experience and no stake in being right, and it can handle a hard question well and then stumble on an easy one. Our explainer on how Super Intelligence works covers training and prediction in plain terms.
Myth 2: “It’s conscious”
In 2023, 19 researchers from philosophy, neuroscience and computer science tested leading AI systems against indicators drawn from scientific theories of consciousness. Their conclusion: no current AI systems are conscious. They also wrote that there are no obvious technical barriers to building systems that meet those indicators, so the question is open for the future, not settled forever. On the separate idea of a far-beyond-human “superintelligence”, see AGI and superintelligence explained.
Myth 3: “It’s just autocomplete, so it’s useless”
Half true. Models are trained to produce one word (strictly, one token) at a time. But Anthropic’s interpretability team, looking inside Claude in March 2025, found it planning ahead: when writing rhyming verse it picked candidate rhyming words before writing the line, and it answered two-step questions by linking facts in sequence. “Autocomplete” describes the output, not everything happening inside. For how to get good results, read using Super Intelligence well.
Myths about accuracy and search
Myth 4: “It searches the internet every time”
It does not. OpenAI’s help centre says ChatGPT may search the web automatically when your question would benefit from current information; otherwise it answers from what it learned in training. You can force a search by choosing Search from the tools menu. If a reply has no links to sources, assume it did not search, and treat prices, opening hours and rules in it with suspicion.
Myth 5: “It’s always right if it sounds confident”
OpenAI’s own help centre says ChatGPT may sound confident even when it is wrong, and lists fabricated quotes, studies and citations among its known errors. A September 2025 OpenAI research paper explains part of the reason: standard training and testing reward guessing over admitting uncertainty, much as a multiple-choice test rewards a guess over a blank.
Myths about work and school
Myth 6: “It will take all jobs next year”
No credible forecast says this. The World Economic Forum’s Future of Jobs Report 2025, based on a survey of employers, expects 22% of jobs to be disrupted by 2030, with 170 million roles created and 92 million displaced, a net gain of 78 million. The same survey found 41% of employers plan to cut staff because of AI automation, and 77% plan to upskill workers. Singapore’s response is covered in Budget 2026 and your job and careers in Super Intelligence.
Myth 7: “AI detectors can reliably catch AI writing”
OpenAI launched its own AI-text classifier in 2023: it correctly identified only 26% of AI-written text and wrongly flagged 9% of human writing, and OpenAI withdrew it on 20 July 2023 for low accuracy. A Stanford study found seven detectors flagged 61% of TOEFL essays by non-native English writers as AI-generated, while being near-perfect on essays by US eighth-graders. For Singapore students who write in a second language, a detector score alone is not proof.
Myth 8: “Singapore bans ChatGPT in schools”
There is no ban, and MOE has not announced one. In 2023 MOE told Parliament these tools can support learning once students have mastered basic concepts and thinking skills. By 2026 the approach is age-graded: in lower primary, pupils do not directly use AI; from Primary 4, use is limited to MOE-developed tools in the Student Learning Space (SLS), in class and under teacher supervision. National exams remain proctored and AI use in them is prohibited, and students who pass off AI work as their own face academic-dishonesty consequences. Parents should read children and Super Intelligence.
Myths about money, privacy and skill
Myth 9: “Paid plans are always better”
Paid plans do give more: OpenAI says ChatGPT Plus adds faster performance, expanded tools and higher limits. But the free plan already includes web search, file and image uploads and image generation, within usage limits. Compare free and paid plans in S$, and check whether you qualify for six months free after an eligible SkillsFuture AI course.
Myth 10: “It’s private by default”
On consumer ChatGPT plans, including Free and Plus, OpenAI says it may use your content to train its models unless you switch off “Improve the model for everyone” in Data Controls. Inputs to ChatGPT Business, Enterprise, Edu and the API are not used for training by default. Even with training off, your chats are still sent to and stored by the provider, so keep NRIC numbers, passwords and client files out. Details in your data and the PDPA.
Myth 11: “You need to be technical”
You talk to it in everyday language, the way you would message a person. AI Singapore’s AI for Everyone course is free, takes about 90 minutes and is pitched at a layperson, with no coding. Seniors can start with Super Intelligence for seniors; anyone wanting structure can follow a 90-day learning path.
Myths about images
Myth 12: “AI images are easy to spot”
In a study published in PNAS in 2022, 315 people asked to tell real faces from AI-generated ones scored 48%, slightly worse than chance; with training, a second group reached only 59%. Participants also rated the synthetic faces as more trustworthy. Do not rely on your eye: verify through a separate channel, as set out in how to check for deepfake scams.
AI myths and facts: FAQ
Is AI conscious or sentient?
No current system is, according to a 2023 review of leading models against scientific theories of consciousness.
Does ChatGPT search the internet for every answer?
No. It searches when it judges current information would help, or when you choose Search.
Are AI detectors accurate?
Not reliably. OpenAI withdrew its own detector in 2023 for low accuracy, and a Stanford study found detectors often flag non-native English writing as AI.
Is ChatGPT banned in Singapore schools?
No. MOE introduces AI by age: none directly in lower primary, then MOE-developed tools in SLS from Primary 4 under teacher supervision. AI is prohibited in national exams.
Will AI take my job?
Forecasts point to change, not wholesale loss. The WEF expects 92 million jobs displaced and 170 million created worldwide by 2030.
Read next
This page belongs to Super Intelligence. Next, read Super Intelligence safety and risk.
Sources checked 1 October 2026: OpenAI Help Center, accuracy and reliability; OpenAI, why language models hallucinate (September 2025); OpenAI Help Center, searching the web with ChatGPT; Anthropic, tracing the thoughts of a large language model (March 2025); Butlin, Long et al., Consciousness in Artificial Intelligence (2023); World Economic Forum, Future of Jobs Report 2025; OpenAI, AI text classifier and its withdrawal; Stanford HAI, AI detectors biased against non-native English writers; MOE, parliamentary reply on ChatGPT in schools (2023); MOE, parliamentary reply on AI usage in schools (May 2026); MOE, forum reply on age-appropriate AI (April 2026); OpenAI, ChatGPT Free plan; OpenAI Help Center, how your data is used; AI Singapore, AI for Everyone; Lancaster University, PNAS study on AI-generated faces. General information. Last updated 1 October 2026.
