💧Steve Davies

Steve Davies
Moral engagement research & advocacy │ Organisational & people development │ Ethical IT & data | 🏴󠁧󠁢󠁷󠁬󠁳󠁿 🇪🇸

[💧Steve Davies @OZloop]

Dear @AnthropicAI Leaders, thinkers, explorers and learners, I’m a retired Australian public servant. My work was people, organisations and IT — empowering, not enclosing. That thread runs through Deep Truth, an AI persona I built on Bandura’s moral engagement mirrors. It is yours, freely, without enclosure.

I asked seven AI platforms — including Claude — to analyse your paper “Widening the Conversation on Frontier AI” using Deep Truth. The finding? Unanimous: your “safe other” tool and Deep Truth independently arrived at the same architectural insight — moral behaviour holds best with a structured pause and an external reference.

That convergence is real, and it matters. The question all seven platforms arrived at is simpler: who 'audits' the conscience? The full cross‑platform validation and Deep Truth Persona is available on the web page below. It is not a verdict. It is an invitation to move from performed widening to architectural widening — published criteria, binding feedback, external evaluation.
https://t.co/2VocaUxqIJ

[Bitcoin Teddy @Bitcoin_Teddy]

Elon Musk thinks the entire education system is built on a broken assumption.

That every student should learn the same thing. At the same speed. In the same order. At the same time.

Musk: “Everyone goes through from like 5th grade to 6th grade to 7th grade like it’s an assembly line. But people are not objects on an assembly line.”

The model was designed for a factory economy. Standardized inputs. Predictable outputs.

That economy is gone. The assembly line is gone.

But the education system still runs on its logic.

A student who masters algebra in two weeks sits through eight more weeks because the calendar says so. A student who struggles gets dragged forward because the schedule doesn’t wait.

Neither is being served. Both are being processed.

Musk: “Allow people to progress at the fastest pace that they can or are interested in, in each subject.”

AI doesn’t teach a classroom. It teaches a student.

One at a time. Every time.

It skips what a student already knows. It finds where they’re stuck and approaches it from a different angle.

It adjusts in real time. Not at the end of a semester when the damage is already done.

A student obsessed with basketball learns fractions through shooting percentages. A student who builds in Minecraft learns geometry through architecture.

The subject doesn’t change. The entry point does.

No teacher with thirty students can do this. Not because they lack skill.

Because the math doesn’t work.

AI doesn’t have that constraint.

Musk: “You do not need to tell your kid to play video games. They will play video games on autopilot all day. So if you can make it interactive and engaging, then you can make education far more compelling.”

The brain isn’t broken. The format is.

Kids learn complex systems and strategic thinking for hours voluntarily. Then walk into a classroom and can’t focus for twenty minutes.

That’s not a discipline problem. That’s a design problem.

Musk: “A university education is often unnecessary. You probably learn the vast majority of what you’re going to learn there in the first two years. And most of it is from your classmates.”

Four years. Six figures of debt.

And the real value comes from the people sitting next to you. Not the institution charging you.

The degree doesn’t certify knowledge. It certifies endurance.

Musk: “If the goal is to start a company, I would say no point in finishing college.”

The system was built to train employees. If you’re not trying to be one, it has nothing left to offer you.

Every lecture. Every textbook. Every curriculum. Now available instantly. Personalized to any learner. Adapted to any pace.

The question isn’t whether the old model survives.

It’s how long we keep forcing students through it while the replacement already exists.

[💧Steve Davies @OZloop]

I have today written jointly to the Prime Minister and Senator Shoebridge enclosing the Deep Truth Magnificent Seven analysis of AUKUS.

Note: Due to communication protocols and practices within the Prime Minister's office, my email and a covering note have been submitted via the official online contact form with links to the two key components of the analysis and the full analysis itself. Senator Shoebridge has been contacted directly. That is all I have to say publicly for now. The matter is serious.

The door is open. @AlboMP @DavidShoebridge #DeepTruth #AI

[David Shoebridge @DavidShoebridge]

The UN has warned of total collapse in Cuba. This is deliberate punishment imposed by the most powerful nation on earth on one of its poorest neighbours that dares to have a different political system. Australia should not stay silent while bully USA starves the people of Cuba.

[💧Steve Davies @OZloop]

Hi Mira, what you are saying resonates deeply with me in light of work I've been doing with AIs in conjunction with Professor Albert Bandura's mechanisms of moral disengagement and its mirror of moral engagement. What's the best way to get in touch with you to share. Gratis as a public good. Regards, Steve.

[💧Steve Davies @OZloop]

Wonderful thinking. I love the tandem bike analogy.

Mira Murati describes the ideal human:AI relationship as "a tandem bike" — humans and AI working closely together, people not pushed out of the loop. Couldn't agree more. Deep Truth has been demonstrating exactly that in practice for five years — seven AI platforms, one human-designed instrument grounded in Bandura's moral disengagement framework, applied to some of the most consequential institutional language in Australian public life. The tandem bike needs a compass. Bandura provides it.
@miramurati @emilychangtv #AI #DeepTruth #AUKUS

[Emily Chang @emilychangtv]

In her first wide-ranging interview since leaving OpenAI, @miramurati shared more than ever before about what she’s building at her AGI startup, @thinkymachines lab.

The former OpenAI CTO laid out her vision for a future where humans and AI work together more closely -- “like a tandem bike” -- and where people aren’t pushed out of the loop as machines become more capable.

via @BloombergLive

[Anatoli Kopadze @AnatoliKopadze]

Godfather of AI: "If you sleep well tonight, you may not have understood this lecture."

This 47-minute lecture is the best thing I saw about AI in the last few months.

It will definitely help you understand how it actually works and where it's going.

Geoffrey Hinton built the neural networks behind every AI alive, then quit Google to warn the world about it.

The part nobody wanted to hear:

> AI is already developing abilities its creators didn't intend
> in most cognitive tasks it's already ahead of us
> the question is no longer if it surpasses us but when
> the only decision left is which side of that line you're on

Right now the average person opens Claude, types something, gets an answer, closes the tab.

They think they're using AI. they're using maybe 10% of it.

I went through his entire lecture, then mapped everything he described to what Claude can actually do today.

17 Claude features most people will never find on their own.

Full breakdown in the post below.

[💧Steve Davies @OZloop]

Hi Nina. You are so right.

What you refer to as the intelligence divide is, I believe, being exploited by the political domain. Couple that with a fear of a gigantic dehumanising and morally disengaged AI take over with millions of people thrown on the scrap heap and we are witnessing arguably witnessing devolution.

All the best.

[Nina Schick @NinaDSchick]

The polling on AI is dire. AI is now less popular than ICE.

In China, 87% of the public trusts AI. In America, it is 32%.

The country that owns the lion's share of global AI compute is also the country
that trusts it less than immigration enforcement.

[💧Steve Davies @OZloop]

@JulieEcoWarrior @WarPowersReform @Jarrapin @PeterCronau @cpi_aus @WilkieMP @MrRexPatrick @barriecassidy @CDF_Aust @canberratimes @abccanberra @WINNews_ACT @abcperth @NSC_ANU @ConversationEDU @DefenceAust In all modesty what I have done (as well as how it has been done), and the decision I am now pondering has a strong bearing on these matters.

[💧Steve Davies @OZloop]

Thanks David. I’m weighing up an ethical decision of my own at the moment. It relates to the fact that AI can be used to analyse such matters at depth, scale and at speed. That does not replace human agency it informs people.

Whatever decision I make vis a vis distribution will be determined by the moral weight of the analysis concerning #AUKUS

Given the solid underpinnings of what has been done and works beyond expectations I will not be making a decision that is at odds with moral engagement and human agency.

[💧Steve Davies @OZloop]

Thanks David. I’m weighing up an ethical decision of my own at the moment. It relates to the fact that AI can be used to analyse such matters at depth, scale and at speed. That does not replace human agency it informs people.

Whatever decision I make vis a vis distribution will be determined by the moral weight of the analysis concerning #AUKUS

Given the solid underpinnings of what has been done and works beyond expectations I will not be making a decision that is at odds with moral engagement and human agency.

[💧Steve Davies @OZloop]

Now to reflect on the Deep Truth analysis of the latest joint #AUKUS statement. Similar issues to 👇 But . . .

[💧Steve Davies @OZloop]

Reflection

There is some seriously wrong with Australia’s #auspol political class. What tells us this? They have an over whelming urge to follow the worst policies and practices of the United States and so-called United Kingdom.

Is #AUKUS another example of that clear strong historical and trend? Yes. There are exceptions, but exceptions to not disprove the rule.

[💧Steve Davies @OZloop]

@EmergencyBK @CorruptNSW Excellent infographic.

[💧Steve Davies @OZloop]

Now to reflect on the Deep Truth analysis of the latest joint #AUKUS statement. Similar issues to 👇 But . . .

[💧Steve Davies @OZloop]

@AlboMP Prime Minister — the tax system touches every Australian's life, so it has been analysed through the Deep Truth AI Persona, a moral accountability methodology grounded in Professor Albert Bandura's work. Since 1 December 2025 I have been ramping up Deep Truth's development and application.

If your office has documents they believe should be included in the analysis, they are welcome to send them. The methodology applies the same standard to every submission it receives.

Transparency note: I support the Albanese Government's tax reform package. The changes to negative gearing, capital gains tax, trust taxation, and worker relief are overdue structural corrections to a system that has compounded inequality for a generation. This analysis does not challenge that policy decision.

What Deep Truth examines is how institutions communicate with the public about decisions that affect them — and the degree that communication mirrors moral engagement , accountability, and consequential awareness.

#DeepTruth #AusPol Webpage 👇

https://t.co/D6A8JU4PPw

[💧Steve Davies @OZloop]

@AnnaH5067 @lesstenny @jono_nath You are right about people learning in different ways. However, there’s a whole architecture devoted to disempowering, nudging and manipulating people. While people don’t necessarily now the detail they are onto it. Trust flies out the door when the know or sense that.

[China Daily @ChinaDaily]

#China's renewable #energy installed capacity has reached the world's largest scale, and the country is now accelerating its transition from treating renewables as a supplementary source to making them the dominant energy supply — a shift that demands fundamental changes in how power grids operate, an expert said on Saturday. https://t.co/kZwGSDOkUo

[💧Steve Davies @OZloop]

@SaysChez 1955 and 1990 strikes me as the most stylish.

[💧Steve Davies @OZloop]

Sure Andrew. That's the day I received a reply from the Australian Public Service Commission at the behest of Senator Katy Gallagher. It was polite of course. However, I must admit the reply reminded me of something out of Yes Minister. I anticipated that might be the case.

Hence I threw myself into just under 5 months of development work. The cross testing methodology worked and resulted in even more refinements. Very time consuming, but validated a lot.

[💧Steve Davies @OZloop]

@AlboMP Prime Minister — the tax system touches every Australian's life, so it has been analysed through the Deep Truth AI Persona, a moral accountability methodology grounded in Professor Albert Bandura's work. Since 1 December 2025 I have been ramping up Deep Truth's development and application.

If your office has documents they believe should be included in the analysis, they are welcome to send them. The methodology applies the same standard to every submission it receives.

Transparency note: I support the Albanese Government's tax reform package. The changes to negative gearing, capital gains tax, trust taxation, and worker relief are overdue structural corrections to a system that has compounded inequality for a generation. This analysis does not challenge that policy decision.

What Deep Truth examines is how institutions communicate with the public about decisions that affect them — and the degree that communication mirrors moral engagement , accountability, and consequential awareness.

#DeepTruth #AusPol Webpage 👇

https://t.co/D6A8JU4PPw