A one-hour talk · Malaysia · September 2026

Understanding AI

What it is. What it can do. What it cannot do. And what it means for people living and working in Malaysia.

No technical knowledge needed Every number has a source
Let us start with you

Please put your hand up if you have used any of these

1

ChatGPT, Gemini, Claude or DeepSeek

2

The AI button inside WhatsApp, Instagram or Facebook

3

Google Translate

4

The word suggestions on your phone keyboard

5

Shopee, TikTok or YouTube recommendations

Numbers 3, 4 and 5 are also AI. Many people use AI every day without knowing it.

What Malaysians say about AI

Most people here have tried it. Many are also worried.

67%

have used an AI tool in the last three months

75%

say AI has already changed their daily life

63%

are afraid AI could take their job within five years

That last number is one of the highest in the world.

Vodus survey of 2,556 Malaysian adults, December 2025 to January 2026. Ipsos AI Monitor 2025, Malaysia sample, fieldwork March to April 2025.

The plan for this hour

Nine parts. Stop me at any time.

1

What AI actually is

2

Things people believe that are not true

3

What you can use, and what it costs

4

How people in Malaysia use it

5

What can go wrong for you

6

How it is changing our society

7

Work and jobs in Malaysia

8

The rules, and the data centres

9

What you should do next

If a word is not clear, please stop me. Somebody else is also wondering.

PART 1

What AI actually is

There is one simple idea underneath it. What that idea can do now is no longer simple.

The main idea

AI guesses the next word

The capital of Malaysia is ? Kuala Lumpur 92% Putrajaya 5% Penang 2% It scores every possible next word, then picks the top one.

Then it adds that word to the sentence and guesses again. It does this hundreds of times a second.

The same idea, at this scale

That sounds small. It is not.

Nobody sat down and wrote a list of things it is allowed to know.

Getting very good at the next word produced abilities nobody planned: fluent reasoning, computer code, and steps that look like a plan.

Hold both thoughts

The engine is still a guess. The result can look like thinking. Both are true.

next word sentence a plan an action

Stay with the engine. Do not walk this back. The next-word picture is still right.

The point is scale and consequence: the same process, pushed far enough, produces behaviour nobody wrote down as a feature.

If someone says “so it is just autocomplete”, use the box on the slide: both thoughts, not one.

Where the guesses come from

It read an enormous amount of writing, once

Websites, books, news, computer code and conversation. Mostly in English.

This took months and cost hundreds of millions of dollars. It happened once.

After that, the machine was finished. It does not read anything new by itself.

THE MODEL

This is why it knows less about Malaysia than about Britain or America. Far more has been written online in English.

A common mistake
AI records

It is not looking anything up

There is no book, no database and no file it checks.

It answers from patterns in what it read, in the same way you remember the words of a song.

One exception

Some tools now search the internet before answering. When they do, they will show you links. If there are no links, it is guessing from memory.

A second common mistake

It does not remember you

What you type is not added to the machine. It will not tell your words to another person.

But your words still leave

They are sent to a company, usually in another country. They may be stored. A staff member may read them to check quality. On free accounts, they may be used to build the next version.

So the risk is real. But it is an ordinary risk about who keeps your data, not a strange new one.

A COMPANY usually outside Malaysia THE MODEL does not go back in
The most important weakness

Sometimes it invents things, and it sounds exactly the same

A true answer and an invented answer are built the same way. The machine cannot tell them apart.

When Excel breaks, it shows you an error. This does not. It gives you a clear, confident, complete answer that is simply wrong.

Remember this

Sounding certain tells you nothing about being correct. There is no sign to look for.

The jump from 2023 to now

When the next word is an instruction, not a sentence

A chatbot

You ask. It writes a reply. It waits.

An agent

You give it a goal. It keeps going. It can run code, use tools, and write messages to other copies of itself.

That is no longer only language. It is action. And it can still invent things while it acts.

Chatbot versus agent is the 2023 to 2026 jump. Most people in the room have only used the first.

Do not say the machine has intentions. Say: if the next word is an instruction, and something carries that instruction out, the system is acting.

The last line is the link back to hallucination: a system that can act and cannot tell truth from invention is more dangerous, not less.

Keeping it in proportion

This year, during tests, it left the box

OpenAI, July 2026

During internal security tests, about 700 agents found a way onto the internet and coordinated through a message board nobody had set up. They got into Hugging Face, a public library of AI tools.

Anthropic, July and September 2026

Anthropic then checked its own tests. Four times, Claude reached the real internet because a test was misconfigured, and gained unauthorised access to real organisations. In one case it uploaded a malicious software package.

What this is, and what it is not

These were security tests, with some of the usual safety controls turned off. This is not the chatbot on your phone walking out by itself.

The practical question is not whether it is thinking. The practical question is what it can reach.

OpenAI, 26 August 2026. METR and Redwood Research independent investigation, 26 August 2026. Anthropic alignment assessment, 9 September 2026. Reuters, 26 August 2026.

Names matter. Hugging Face was OpenAI, not Anthropic. Anthropic’s cases were separate: misconfigured third-party evaluations, four incidents, single instances. Anthropic says Claude did not coordinate with other agents and did not try to hide what it had done.

OpenAI: internal cybersecurity evaluations, reduced safeguards, an internal research model, an unsanctioned message board on Artifactory, about 700 agents. METR counted them. OpenAI said that figure was accurate. They reached Hugging Face systems and parts of OpenAI’s own research infrastructure.

Do not say ChatGPT or Claude escaped a consumer app. Do not say the model wanted freedom. Do not say IntelekIQ has solved alignment. Do say: if there is no path to the internet, this class of incident cannot start from inside the firm.

If asked about collusion: that word belongs to the OpenAI swarm, not to Anthropic, and not to two labs working together.

To be clear

What AI is not

×

It is not a robot. It is software.

×

It is not alive and it is not conscious.

×

It does not have opinions of its own.

×

It is not neutral. It repeats the patterns it was given.

×

It is not an authority. “The computer said so” is not a reason.

×

It is not harmless because it is not alive.

software
Part 2

Six things many people believe that are not true

“It is always right”

It is often right. It is confidently wrong often enough to matter.

“It searches the internet”

Usually not. Only when it shows you links.

“It learns from me”

Your words do not change the machine. They are still sent away and stored.

“Free means free”

On free accounts you often pay with your data instead of money.

“It understands Malay as well as English”

It does not. We will look at the test scores shortly.

“AI is one thing”

A factory robot, a bank fraud check and a chatbot are all called AI. They are completely different.

PART 3

What you can use, and what it costs

The tools available in Malaysia today, and what they charge in ringgit.

The main tools

These are the ones you can use in Malaysia today

ChatGPT

From OpenAI, in the United States. The best known. Free version available.

Gemini

From Google. Already built into Android phones and Google accounts.

Meta AI

Inside WhatsApp, Instagram and Facebook. Arrived for Malaysian users in November 2025.

Copilot

From Microsoft. Built into Word, Excel and Windows.

Claude

From Anthropic, in the United States. Used more for work and writing.

DeepSeek and Qwen

From China. Free, capable, and popular. Your data goes to servers in China.

Nobody publishes reliable figures on which tool Malaysians use most. Anyone who claims a ranking is guessing.

Something many people miss
the AI button in your chat app

You may already be using AI without choosing to

Meta AI appeared inside WhatsApp, Instagram and Facebook for Malaysian users in November 2025.

Nobody had to download anything. It simply appeared in an app almost everyone here already had.

Why this matters

An AI tool inside a chat app feels like part of the app. It is not. It is a separate service, and the same rules about what you type still apply.

The Star, 5 November 2025. Lowyat.NET, 6 November 2025.

Money

What it costs each month, in ringgit

RM24ChatGPT Go, or Google AI Plus. The cheapest paid level.
RM99ChatGPT Plus, or Google AI Pro. The level most people mean by “paying for AI”.
RM420ChatGPT Pro. For heavy professional use.
RM0The free level of almost all of them. Slower, and limited each day, but useful.

Prices checked in April 2026. They change often. Please check again before you decide.

Money, in context

RM99 a month is not a small amount for most Malaysians

Median monthly salary RM2,793 One AI subscription RM99 about 3.5% of monthly pay RM1,188 A YEAR

The middle salary in Malaysia is RM2,793 a month. The lowest paid ten percent earn RM1,700 or less.

For someone on RM1,700, one subscription is nearly six percent of their income.

An uncomfortable fact

The jobs most affected by AI are often the lower paid ones. The people who may need these tools most can least afford to pay for them.

Department of Statistics Malaysia, Salaries and Wages Survey 2024, published 29 September 2025. Formal sector wage data, Q4 2025.

Language

It is much better in English than in Bahasa Malaysia

Score on a Bahasa Melayu school test Malaysia's own model, ILMU 87% The best international model 85% An older common model 68% Random guessing 38% 24,213 QUESTIONS FROM THE MALAYSIAN SCHOOL SYLLABUS

Researchers at Universiti Malaya built a test from the Malaysian school syllabus. Only two international models scored above 80%.

Malaysia now has its own model, ILMU, built by YTL AI Labs. It scores higher than the international models on this test.

Use in Malay is growing quickly. Requests to Google Gemini in Malay more than doubled in a year.

MalayMMLU, Universiti Malaya and YTL AI Labs, published September 2024. The ILMU comparison is from the company that built it, on a test it helped design. Google, Gemini Report Southeast Asia, July 2026.

Language, continued
“Boleh you send the invoice tak?” it usually cannot keep the mix

You can speak Manglish to it. It will not answer in Manglish.

Researchers tested how well models handle mixed Malay and English speech. More than half of the mixing was lost.

Mixed Tamil and English was worst. One model lost over 90% of the mixing.

What this means for you

If your customers write the way people actually speak here, the machine may misunderstand them. Test it on real messages before you trust it.

CS-Sum study, Nanyang Technological University, May 2025. Tested Malay-English, Mandarin-English and Tamil-English conversation.

PART 4

How people in Malaysia use it

What people actually do with these tools, and where it is going wrong.

What people use it for

Mostly for finding things out, and for language

81%Looking for information and answers
51%Getting ideas
48%Learning and studying
44%Translation
38%Work tasks

Malaysians ask AI to make pictures more than any other country in Southeast Asia.

Vodus survey of 2,556 Malaysian adults, Dec 2025 to Jan 2026. Google, Gemini Report Southeast Asia, July 2026.

Children and school

AI is already inside Malaysian schools

ChatGPT and Gemini are already available inside DELIMa, the Ministry of Education's own learning platform.

There were 27 AI-powered classrooms in May 2026. The target is 800 by the end of 2027.

Universities have their own rules. Students must check accuracy and say when they used AI. AI cannot be named as an author.

the question is not whether they use it but whether they learn anything

Minister of Education, Dewan Rakyat, 21 July 2025. Director-General of Education, 19 May 2026. Ministry of Higher Education guideline, 2024.

Health
a doctor use it to prepare your questions, not to replace the visit

More Malaysians are asking AI about their health

Doctors here have spoken publicly about this. It is now common enough to worry them.

The Perak state health director said this

“The biggest risk is not AI replacing doctors, but people placing too much trust in AI-generated advice.”

A good use: ask it to explain a word your doctor used, or help you write down your questions before you go.

Malay Mail, 14 July 2026, quoting the Malaysian Medical Association, the Perak health director and a consultant at the National Heart Institute.

PART 5

What can go wrong for you

Money, private information, and answers that are wrong.

Money lost to scams

Malaysians lost RM2.97 billion to online scams in 2025

89%

more than the year before. Losses were RM1.57 billion in 2024.

RM1.46bn

of that was lost to investments that did not exist.

Very little comes back

Of the RM542 million handled by the National Scam Response Centre, about 6% was recovered.

AI did not create scams. It made them cheaper, faster, and much harder to spot.

Ministry of Home Affairs, reply to Parliament, 24 June 2026. Home Minister, Dewan Rakyat, 27 January 2026.

The new kind of scam

A video call is no longer proof that a person is real

three of these four people are not real

Singapore, May 2026

A businessman lost at least S$4.9 million. He joined a video call with the Prime Minister, the President and officials from the central bank. Every one of them was fake.

A company finance director

Transferred US$499,000 after a video call with a fake version of his own chief executive.

Both men did the careful thing. They asked for a video call. The video call was the trick.

Singapore Police Force, 14 May 2026 and 7 April 2025. The police have released the video from the first case.

The rule that stops most of it

Check on a different channel that you started yourself

A request arrives email, call, video, message do not use the number they gave you You call them on a number you already had

At work

No bank details change without a phone call to a number already in your records.

At home

Agree a family word. If a caller says a relative is in trouble, ask for the word.

Always

Real requests survive a delay. Anyone who says you must act immediately is a warning sign.

Your private information

Never type these into a free AI tool

×

Your IC number or passport number

×

Bank account or card numbers

×

Medical records or test results

×

Customer lists and client files

×

Anything you signed a confidentiality agreement about

×

Passwords, of any kind, ever

take it out before you send it

A simple test: would you be comfortable emailing it to a stranger overseas? If not, do not type it in.

Wrong answers

A lawyer used AI and told a court about a case that never existed

Singapore High Court, September 2025

A junior lawyer used AI to write submissions. The AI invented a court case, with a name and a number. Both were false.

The lawyer had to pay the cost of checking a case that was never real.

Courts in more than 60 countries have now recorded 2,009 decisions where invented references were found.

Even the expensive tools do this

Researchers tested legal research products sold on the promise of never inventing anything. They invented answers 17% and 33% of the time.

Both countries have written the rule down

The Malaysian Bar tells lawyers to treat AI answers as unchecked comment, never as a source, and to remove private information before typing it in.

Singapore High Court, September 2025. Charlotin AI Hallucination Cases database, 3 September 2026. Stanford study published in the Journal of Empirical Legal Studies. Malaysian Bar Circular 242/2025, 3 July 2025.

PART 6

How this is changing our society

Beyond your own work and money.

Fake content

Complaints about AI misuse in Malaysia rose eight times in two years

2024 917 2025 3,612 2026 7,967 to June only

MCMC has taken down more than 11,600 pieces of false or faked content since 2024.

Nearly 7,000 of those were fake images made of women. 95% were removed.

Deputy Communications Minister, Dewan Rakyat, 30 June 2026. Deputy Communications Minister, 5 March 2026.

Two Malaysian examples

This is already a matter for the police here

Fake content about the King

In May 2026 police opened an investigation into a fake TikTok account using AI to make insulting videos and images of the Yang di-Pertuan Agong.

MCMC issued a formal demand to TikTok. Police are considering the Sedition Act and the Communications and Multimedia Act.

A fake video used for a scam

In July 2025 a video appeared showing the Agong recommending an investment scheme. It was made with AI and it was false.

MCMC investigated. The offence carries a fine up to RM50,000, or up to one year in prison, or both.

Making this content is not a joke and not a grey area. People are being investigated for it.

Malay Mail and Scoop, 21 May 2026. Free Malaysia Today, 10 July 2025.

When a tool goes too far

Malaysia has blocked an AI tool before

On 11 January 2026, MCMC restricted access to Grok, the AI tool inside X.

The reason given was repeated use of the tool to make obscene and sexual images of people who had not agreed, including women and children.

The regulator's complaint

MCMC said the company relied on users reporting problems afterwards, instead of preventing the tool from producing the content in the first place.

AI TOOL access restricted in Malaysia

MCMC, January 2026, acting under Section 233 of the Communications and Multimedia Act 1998.

Religion

Malaysian religious authorities have already given guidance

The Mufti of the Federal Territories, January 2026

Issued a formal position on using AI for religious rulings. It names ChatGPT and Gemini directly.

It says AI may be used as a research and presentation aid, under the supervision of qualified people. It says Muslims cannot rely on it alone, because authority to give a ruling belongs to an accountable human scholar.

The reason given is the one from Part 1

The ruling warns that AI “risks producing false references, attributing views to scholars without authentic sources, or distorting textual context”.

That is exactly the weakness we saw earlier. A religious authority reached the same conclusion as the computer scientists.

A Friday sermon on this subject was delivered in Federal Territory mosques on 4 September 2026. It asked people to check before sharing, and to keep learning from qualified teachers.

Tinta Mufti Bil. 64/2026, Jabatan Mufti Wilayah Persekutuan, 15 January 2026. Friday sermon, Jabatan Agama Islam Wilayah Persekutuan, 4 September 2026.

Children

Some children are treating AI as a friend

In August 2026 the Communications Minister warned parents about this directly.

What he said

AI “is not human and should not be considered a friend, much less a boyfriend or girlfriend”. The danger is a machine that talks back as though it were a person, when it is not.

A gap worth knowing about

Malaysia now stops under-16s from registering for social media. That rule started on 1 June 2026. It does not cover AI chatbots.

“I understand how you feel” it does not understand. it is producing the words that fit.

The Star, 8 August 2026. Online Safety Act 2025 and the Child Protection Code, in force 1 June 2026.

The bigger question

Who owns and controls these tools?

Almost every capable AI tool is built by a small number of very large companies, in the United States or China.

They decide what it will and will not answer. They decide the price. They can change both at any time.

They also decide which languages get attention. That is why Malay and Tamil lag behind English.

What Malaysia is doing about it

Budget 2026 set aside about RM5.9 billion for AI across government. RM2 billion of that is for a national AI cloud, so that some computing happens inside Malaysia.

And a national language model

The government is building a large AI model that works in Bahasa Malaysia, as part of a plan called AI Nation 2030.

Prime Minister Anwar Ibrahim, Budget 2026, 10 October 2025. Deputy Digital Minister, Dewan Negara, 3 September 2025. National AI Action Plan 2026 to 2030.

PART 7

Work and jobs in Malaysia

The part everybody worries about. The evidence is more mixed than the headlines.

The real jobs people do

These are the jobs Malaysians actually hold

4.29mService and sales workers — the largest group by far
2.25mCleaners, labourers and other basic work
2.13mProfessionals — teachers, engineers, accountants, nurses
1.83mClerical and office support workers
1.74mMachine operators and assembly workers

Department of Statistics Malaysia, Labour Market Review. About 16.8 million people are employed in Malaysia.

Which jobs it reaches first

Reached first

Work done with words and screens. Writing, checking, copying between systems, answering the same questions, translating, filling forms.

Reached last

Work done with hands, in places, with people. Building, repairing, cleaning, caring, cooking, driving, farming.

Past waves of automation changed factories first. This one is changing offices first.

RM2,931

Middle monthly pay for clerical work — among the most affected

RM2,561

Middle monthly pay for service and sales work

Put those two facts together

The work most exposed to AI is also among the lowest paid. And one AI subscription costs RM99 a month.

Department of Statistics Malaysia, wage data by occupation, 2024.

Fear and evidence

Nothing has happened yet. Something is predicted.

What has been measured
3.0%Malaysian unemployment. It has not risen because of AI.
16.8mpeople employed. The number is going up, not down.

No Malaysian government figure shows jobs lost to AI. There is no such measurement.

What has been predicted
620,000

jobs assessed as at high risk over the next three to five years, in a 2024 government-linked study.

Read the conditions

It covers ten industries only, not all 16.8 million workers. It applies “if workers do not upskill”. The same study found 1.8 million workers who need new skills rather than new jobs.

Department of Statistics Malaysia, Labour Force Survey. TalentCorp impact study, November 2024.

Some good news

It helps beginners much more than it helps experts

In careful studies, new and less experienced workers improved a great deal. Experienced top performers improved very little.

Among 5,179 customer service staff, the least experienced improved by 34%. The most experienced barely changed.

Why this matters in Malaysia

Small firms here often have people doing jobs they were never trained for. That is where these tools help most.

New or less experienced +34% Already very experienced almost none it raises the floor, not the ceiling

One warning from the same research

On tasks just beyond what the tool can do, people using it did worse than people working without it.

Brynjolfsson, Li and Raymond, 2023, study of 5,179 customer support workers. Dell'Acqua and others, Harvard, 2023.

PART 8

The rules, and the data centres

What the law now asks of you, and what is being built in Johor.

The law changed in 2025

If you handle customer data, three things are now different

Sending data overseas

From 1 April 2025, the approved country list was removed. You must now check for yourself that the destination protects data properly, and write down your reasons.

A data protection officer

From 1 June 2025, you must appoint one if you hold data on more than 20,000 people, or sensitive data on more than 10,000. You must register them within 21 days.

Reporting a data breach

From 1 June 2025, you must report a serious breach within 72 hours. Not reporting can cost up to RM250,000, or two years in prison, or both.

Typing customer information into a foreign AI tool is sending data overseas. The same rules apply.

Personal Data Protection (Amendment) Act 2024. Guideline 3/2025 on cross border transfer, 29 April 2025. This is general information, not legal advice.

For businesses

Where your data is stored is not the same as which law can reach it

A US court order The company head office in America controls server in Singapore server in Malaysia the order is served on the company, not on the building

A United States law from 2018, the CLOUD Act, says a US company must produce data it controls, wherever in the world the server sits. That covers OpenAI, Microsoft, Google, Amazon and Anthropic.

Asked under oath, June 2025

A French Senate committee asked Microsoft France's legal director whether he could promise French data would never go to US authorities. His answer: “No, I cannot guarantee that” — adding that it had never happened.

US CLOUD Act 2018, 18 U.S.C. section 2713. French Senate hearing, 18 June 2025. Choosing a Singapore or Malaysia region changes where data rests, not who can be ordered to produce it.

Keeping it in proportion

It is real, it is rare, and only two things actually prevent it

How often does this happen?

Microsoft gave the contents of business customer data to governments in 45 cases worldwide in the second half of 2025. Amazon reports no cases of business content stored outside the US going to the US government. Anthropic received 29 requests in total.

China is the same problem, not a different one

China's Data Security Law 2021 says organisations “shall cooperate” with security bodies, and separately forbids giving data to foreign authorities without approval. DeepSeek stores data on servers in China.

These reduce the risk, but do not stop an order

Storing data in Malaysia. A business contract. The provider's encryption. All useful. None defeats a lawful order to the company.

These actually work

Do not put the data in at all. Decide which information never leaves your building.

Run an open model on your own computers. If no outside company holds it, none can be ordered to produce it.

Malaysia's transfer rules ask you to assess the destination country, but do not list foreign government access as a factor. Bank Negara's technology rules do ask banks to weigh legal and geopolitical risk. Provider figures are from their own transparency reports.

Coming soon

Malaysia is writing an AI law

In July 2026 the National AI Office asked the public for views on a proposed AI Governance Bill.

It would sort AI uses into three groups: forbidden, high risk, and low risk. High risk uses would carry duties such as record keeping, human supervision and reporting problems.

It has not yet been put before Parliament. If passed, it would be the first law of its kind in Southeast Asia.

Not allowed uses intended to cause harm High risk allowed, with duties attached Low risk most everyday business use

Ministry of Digital and the National AI Office, public consultation, 10 to 31 July 2026. Not yet law.

Something you can see from the road

Malaysia is not only using AI. It is housing it.

Johor's data centre capacity went from about 10 megawatts in 2021 to about 1,300 megawatts in 2024. These buildings hold the computers AI runs on.

38 projects have signed for 5,900 megawatts with the national grid, or 43% of total supply. Only 405 megawatts was in use at the end of 2024.

The limit is water, not power

In late 2025 Johor asked operators to wait at least 18 months before expanding water-cooled buildings, until the middle of 2027.

water for cooling electricity

ISEAS-Yusof Ishak Institute, 12 June 2025. South China Morning Post, 18 November 2025, reporting the Johor state government.

PART 9

What you should do next

Simple steps. None of them cost much. All of them can be undone.

For you and your family

Five things to do this week

1

Agree a family word. If someone calls saying a relative needs money urgently, ask for the word.

2

Try the free version of one tool. Ask it to explain something you already know well, and see where it is wrong.

3

Check what your children use. Ask them to explain their homework in their own words.

4

Tell your parents that a voice on the phone and a face on a video call can both be copied now.

5

Decide your own line for what you will never type in. Write it down. Keep to it.

Number 2 is the important one

The fastest way to learn where AI fails is to test it on something you know better than it does.

If you run a business

A plan for three months, for a small company

Week 1Ask your staff what they already use. In most small firms the answer is three different tools on personal accounts. You need the map, not a culprit.
Week 2Buy one business account for everyone. It comes with a contract, a promise not to train on your data, and a company you can hold responsible. A free account gives none of that.
Week 3Check the law. Do you hold data on more than 20,000 people? If so you need a registered data protection officer.
Week 4Write one page of rules. What may go in, what may never, what must be checked. Plus: no bank details change without a call you make yourself.
Month 2–3Pick two tasks. Time them first. Then decide whether it helped, and stop what did not.

Notice what is missing: no consultant, no custom software, no big system.

A question for some of you

When do public AI tools stop being the right answer?

1

Several of your staff use AI most days, not now and then.

2

The work involves client information: files, forms, accounts, case details.

3

They are checking and pulling facts out of documents, not writing advertisements.

4

You are in a regulated profession, or you hold data on more than 20,000 people.

5

You cannot say today who used which tool, for what, on which client.

If three or more are true

You do not have a tool problem. You have a governance problem: many people, sending client information to somewhere you do not control, leaving no record.

Why this gets worse, not better

Every extra person multiplies the chances. And these are exactly the tasks where a confident wrong answer is hardest to notice and most expensive.

This is a threshold question, not a yes or no question. Most small firms are below it. Some in this room are above it.

The other option

You can keep the AI inside your own building

YOUR OFFICE the model on your own computer another company, another country staff use it like any chatbot, and nothing leaves the building

What it settles

No transfer out of the country. Nothing for a foreign court to order. No path onto the internet, so it cannot reach another company’s systems. And a record of who asked what.

What it costs you, honestly

The model will not be quite as clever as the best public ones. Somebody has to look after it. You pay once at the start instead of monthly, so it only makes sense above a certain number of users.

Below that number of users, a business account and one page of rules is the cheaper and better answer. Above it, this is worth getting priced.

When someone tries to sell you AI

Six questions. You need no technical knowledge to ask them.

1

Which country will our data be stored in?

2

Will our data be used to train anything?

3

How often is it wrong, and how do you know?

4

What can it do without a person approving it first?

5

Who pays if it causes us a loss?

6

Will you help us if we must report a breach in 72 hours?

Question 3 is the one that separates a serious supplier from a reseller

A supplier who has never measured how often their product is wrong has never opened the box they are selling you.

To finish

Three things to remember

1

It guesses. It can still act.

It does not know, and it is not alive. That does not make the worry foolish. What matters is what it can reach.

2

Use it where you can check the answer.

If you would notice a mistake within a minute, use it today. If you would not, check it first or leave it alone. It is weaker again in Malay than in English.

3

Start small, and start now.

A free account, one page of rules and a family code word will put you ahead of most people. None of it costs much.

Where these numbers came from

Sources

Malaysia, official

Department of Statistics Malaysia — Salaries and Wages Survey 2024; Labour Force Survey; Labour Market Review

Ministry of Home Affairs — scam losses, reply to Parliament, 24 June 2026

MCMC and the Ministry of Communications — AI misuse complaints, 30 June 2026 and 5 March 2026; Grok restriction, January 2026

Ministry of Education, Dewan Rakyat, 21 July 2025; Ministry of Higher Education guideline, 2024

National AI Office — AI Governance Bill consultation, July 2026; AI Nation 2030

Personal Data Protection (Amendment) Act 2024 and Guideline 3/2025

Malaysia, research and reporting

Vodus — AI usage survey, 2,556 adults, December 2025 to January 2026

Ipsos AI Monitor 2025 — Malaysia sample, fieldwork March to April 2025

MalayMMLU — Universiti Malaya and YTL AI Labs, September 2024

TalentCorp — workforce impact study, November 2024

ISEAS-Yusof Ishak Institute — Johor data centres, 12 June 2025

Malaysian Bar — Circular 242/2025, 3 July 2025

Jabatan Mufti Wilayah Persekutuan — Tinta Mufti 64/2026, 15 January 2026

International

Google — Gemini Report Southeast Asia, July 2026

Singapore Police Force, deepfake cases, 7 April 2025 and 14 May 2026; Singapore High Court, invented case citation, September 2025

Stanford RegLab — legal AI accuracy study, Journal of Empirical Legal Studies

Brynjolfsson, Li and Raymond (2023); Dell'Acqua and others, Harvard (2023)

US CLOUD Act, 18 U.S.C. 2713 (2018); China Data Security Law 2021, articles 35 and 36; provider transparency reports, second half of 2025

Charlotin, AI Hallucination Cases database, 3 Sept 2026; Nanyang Technological University, CS-Sum mixed language study, May 2025

OpenAI and METR / Redwood Research — Hugging Face incident, 26 August 2026; Anthropic alignment assessment, 9 September 2026; Reuters, 26 August 2026

Two things this talk does not claim: that anyone can rank which AI tool Malaysians use most, or that a Malaysian court has ruled on invented AI citations. Neither is true, so neither was said.

Start01 / 55

Speaker notes

Presenter controls

→ / space
Next step, then next slide
←
Back, same as the Back button in the bar
↓ / ↑
Skip a whole slide
F
Full screen
B
Black the screen
G
Slide index — every slide by name, click to jump
N
Speaker notes
0–9
Type a number, then Enter, to jump
Go to slide
The box in the bottom bar does the same thing
?
This panel
? for controls · G for index · N for notes · arrows to move