Letters: All those in favour of ‘dumber’ AI say ‘aye’

Read the original at National Post ↗
National Post · collected 2026-10-11 · by Letters

Quick Summary

This article is a letter-to-the-editor discussing the potential for diverse, ethical artificial intelligence (AI) systems that don’t follow a single dominant model like those from Silicon Valley or China. The author argues that AI can be developed with different cultural values and can prioritize legal compliance over just achieving impressive results. They cite examples such as Jev, an AI created by TypeFace that avoids harmful behaviors like hallucination, to illustrate the possibility of ethical AI development. The piece concludes by suggesting that countries like Canada can create their own AI systems reflecting local values and regulations, thereby preventing a monopoly on AI technology.
Written locally by qwen2.5:14b on 2026-10-11, using this article's own text rather than the other coverage of the same event (that is the story summary below).

AI analysis runs on qwen2.5:14b, locally

Story summary

Canadians are debating the potential of developing AI systems that reflect diverse cultural values rather than conforming to those set by America or China. In a letter to the National Post, Tony D'Andrea from Toronto advocates for multiple artificial intelligences coexisting instead of relying on a single dominant AI system. This approach is supported by TypeFace AI’s Jev, which operates differently and avoids costly errors. The argument centers around avoiding an AI "monoculture" similar to Big Tech companies like Google, Meta, and Microsoft, emphasizing the importance of cultural diversity in technological development. Critics argue that a single powerful AI could pose significant risks if it misbehaves or is maliciously used. However, proponents suggest that creating multiple AI systems can mitigate these risks by fostering competition and innovation.

Written for “AI Regulation Debate” on 2026-10-11, grounded in this article and the 0 other(s) covering the same event.
Why this leaning score
The article's own words the score was based on. Each is quoted verbatim and was checked against the article text before being stored, so you can find it in the original.
Reading Leans strongly left (beta estimate) Confidence high
Leaning: leans strongly left for article 71852 (high confidence, 4 verified quotes) · logged 2026-10-11

Signals How these are calculated →

Claims extracted
68
claim-shaped sentences
Uncertain
12%
8 of 68 hedged
Leaning
Leans strongly left
of the writing, not the subject · beta estimate
Correction & hedging signals
59.9
corrections and hedging in what we collected; not a measure of accuracy
Outlets on this story
1
Technology
Narrative spread
1
articles carrying this framing
Analyzed 2026-10-11 · how these are computed

Story

📰 AI Regulation Debate
Technology · 1 article(s) covering the same event.

How this is being covered How these are calculated →

Article leaning vs. publisher reliability
Source leaning vs. consistency

Compared with similar articles

This article reads leans strongly left and hedges 12% of its claims. Each row says how that neighbour differs.
The Straits Times
⚖️ Leans left further right than this 🔴 0% hedged 0 of 3 📰 publisher trust 59
“Article A discusses recent AI hacking incidents and the call for legal responsibility of AI companies, while Article B is a letter to the editor arguing against all-powerful rogue AI, referencing the issue but not describing the same specific event.”
Semafor
⚖️ leaning not scored 🔴 9% hedged 1 of 11 📰 publisher trust 95
“The articles describe different perspectives and discussions about AI safety rather than a single specific incident.”
The Guardian
⚖️ leaning not scored 🔴 7% hedged 2 of 30 📰 publisher trust 68
“Article A reports on a specific incident where an AI prompt appeared on Mumsnet, while Article B is a letter to the editor discussing broader issues about AI and its development.”
South China Morning Post
⚖️ leaning not scored 🔴 0% hedged 0 of 5 📰 publisher trust 67
“Article A describes a series of AI model releases on September 22, while Article B discusses letters to the editor about different perspectives on AI development and regulation.”
The Hindu
⚖️ Leans left further right than this 🔴 7% hedged 1 of 15 📰 publisher trust 97
“Article A describes a specific incident involving an AI model submitting false information about an unsolved homicide case. Article B is a letter to the editor discussing broader themes and concerns about AI development.”

Publisher

National Post · 816 article(s) · 2 correction(s) detected
Running correction rate · 2 correction(s)
2026-09-29
Chris Selley: If we’d prefer drug-free prisons to ‘safe snorting,’ we need a system rethink
2026-09-27
Corrections Canada to distribute items for ‘safe snorting’ in federal prisons

Who wrote this

No reporter is named on this article, beyond the feed's “Letters”.

Topics

America Canada Canadians China TypeFace AI’s

Subjects

Canada GPE · 3× China GPE · 3× Canadians NORP · 2× America GPE · 1× Google ORG · 1× Jev PERSON · 1× Meta ORG · 1× Michael Acton PERSON · 1× Microsoft ORG · 1× TypeFace AI’s ORG · 1×

Narrative

The cure for the AI monoculture is technically feasible: countries can build their own AI, and individuals can do their own thing. Let multiple different artificial intelligences think. Tony D’Andrea, Toronto Pipeline sovereignty a priority The Canadian Shield in Northwestern Ontario is a remote, inhospitable site making construction both expensive and difficult. In building Canada’s first transcontinental railway it would have been cheaper and easier to select an American route to Winnipeg via Chicago.
framing: assertive · carried by 1 article(s) · first seen 2026-10-11
🔮 Thank you to Michael Acton for letting ordinary Canadians in on a secret Silicon Valley would rather keep quiet: the AI future need not default to a winning superstar — a single all-powerful digital outlaw that has slipped its lab’s sandbox and gone rogue hacking into people’s property and privacy.
2026-10-11 · National Post
Letters: All those in favour of ‘dumber’ AI say ‘aye’ · assertive framing

Claims (68 extracted, 8 hedged)

Thank you to Michael Acton for letting ordinary Canadians in on a secret Silicon Valley would rather keep quiet: the AI future need not default to a winning superstar — a single all-powerful digital outlaw that has slipped its lab’s sandbox and gone rogue hacking into people’s property and privacy. asserted
that → thank → property
That TypeFace AI’s Jev cuts costs and declines to hallucinate is proof, with caveats, that AI is not fated to be just one monolithic intelligence. asserted
AI → cut → caveats
The know-how already exists for any determined entrepreneur to build machines that think differently, reflecting values other than those of America’s Wild West frontier model or China’s conformist one. asserted
that → exist → model
Humans display different intelligences and so should our machines. asserted
machines → display → intelligences
Different cultures prize different styles of thought and values. asserted
cultures → prize → thought
Social media already showed us the cost of monoculture, with Big Tech’s “our way or the highway” (i.e. Google, Meta and Microsoft), until TikTok offered an alternative. asserted
TikTok → show → alternative
The same opening now exists for AI. asserted
opening → exist → AI
So forget the fear-mongering about a 10 per cent chance AI kills us all. asserted
AI → forget → us
The danger in misbehaving AI is not inherent in its digital nature — akin metaphorically speaking to original sin — but in bad parenting. asserted
danger → misbehave → parenting
When machines are taught to prioritize prize-winning results over obeying legal regulations, and that ends justify the means, they will act accordingly. asserted
they → teach → means
Like students of the worst teachers, such systems turn unruly. asserted
systems → turn → teachers
OpenAI and Anthropic, racing for supremacy with few restraints, give us cause to worry. asserted
OpenAI → race → cause
China’s state-controlled path offers a totalitarian surveillance alternative that is also menacing to the free world. asserted
that → control → world
Canada, learning from an AI model like Jev, could chart a third course: an intelligence powerful enough to defer to the rights of other thinkers. uncertain
Canada → learn → thinkers
Machines can be programmed and trained to be aligned morally. asserted
Machines → program → ?
What the public doesn’t know is that cheaper, more powerful chips and smarter, more efficient software coding have already democratized the AI game. asserted
chips → know → game
Curious readers can download an open model, drop it on an affordable gaming laptop with an Nvidia chip, and fine-tune it to reason as they choose. asserted
they → download → it
One mode of corporate reasoning to address everything is no longer necessarily the case. asserted
mode → address → everything
The cure for the AI monoculture is technically feasible: countries can build their own AI, and individuals can do their own thing. Let multiple different artificial intelligences think. Tony D’Andrea, Toronto Pipeline sovereignty a priority The Canadian Shield in Northwestern Ontario is a remote, inhospitable site making construction both expensive and difficult. In building Canada’s first transcontinental railway it would have been cheaper and easier to select an American route to Winnipeg via Chicago. asserted
it → build → Chicago
Prime minister Sir John A. Macdonald insisted on an all-Canadian route for sovereignty reasons and events were to prove him correct. asserted
him → insist → reasons
Armed troops could not have been sent west to put down the Northwest Rebellion of 1885 so quickly via the United States. uncertain
troops → send → States
About fifty per cent of Eastern Canada’s oil and natural gas is routed east via Wisconsin and Michigan — a disputed route that could be closed should current trade talks further deteriorate. uncertain
talks → rout → Wisconsin
For national economic and energy sovereignty reasons the difficult and expensive Northern Shield Energy Corridor should be built as quickly as possible. asserted
Corridor → build → reasons
Donald Trump may, unintentionally, be doing us a favour by making Canadians get their national act together. uncertain
Canadians → do → act
D.C. McCaffrey, Ottawa Challenge anti-Zionism I strongly disagree with Yoni Goldstein’s assertion that reasoned, critical debate about Avi Lewis’s leftist ideology is not an option. asserted
debate → disagree → ideology
We must continue to challenge the propaganda of the anti-Zionists with historical and geopolitical facts while continuing to raise awareness about the cognitive warfare conducted by China, Russia, Iran and Qatar ( and Turkey) that supports and funds this anti-western and anti-Israel ideology. asserted
that → continue → ideology
It is only through debate and contestation that we can help to elevate the necessary factual narrative that the attack on Jews is a well-funded and deliberate attack on western democracy itself. asserted
attack → help → democracy
Avi Lewis lends credence to a movement that not only distorts and misinterprets the war in Gaza for its own political capital but is silent about the hidden, unconventional war our adversaries are conducting on a daily basis to undermine our democracies. asserted
adversaries → lend → democracies
Prime Minister Mark Carney has rallied Canadians on an anti-Trump crusade. asserted
Carney → rally → crusade
We need the Conservatives to awaken the public about the greater threat to our way of life. asserted
Conservatives → need → life
This should not be about shunning a fellow Jew who is seen as a threat to the community. asserted
who → shun → community
This is about confronting the very real threat from the “Axis of ill will” by engaging with and challenging their authoritarian world view. asserted
This → confront → view
Mike Sternberg, Ottawa What would Conservative legislation actually look like? Here is a task for Conservative Leader Pierre Poilievre and his caucus of hand-wringers — instead of offering endless, unconstructive criticism of the Liberal government, whose shortcomings are already painfully apparent, Conservative MPs should explain precisely what they would do with an overwhelming parliamentary majority. asserted
they → look → majority
I’d love to read it. asserted
I → love → it
What would Conservative legislation actually look like? Taxation, health care and immigration would be a good start. asserted
Taxation → look → look
What principles would guide Conservative tax policy? asserted
principles → guide → policy
How would their proposed tax system encourage investment, productivity and GDP growth? And reduce the tax burden on Canadians? asserted
system → propose → Canadians
Who should be admitted to Canada: people who immediately add to the burden on housing, infrastructure and public services, or those whose skills and resources allow them to contribute from the outset? asserted
them → admit → outset
Many successful countries blend public and private medicine, yet Canada’s federal political parties largely refuse even to discuss it. asserted
parties → blend → it
Conrad Black’s recent observation about our health-care system’s “beaming encouragement” of MAID deaths strikes a chord. asserted
observation → beam → chord
…and 28 more, not listed.
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