What My Model Requires — Core Stoicism and the Six Commitments as Necessary Conditions v0.1
What My Model Requires — Core Stoicism and the Six Commitments as Necessary Conditions v0.1
Theoretical foundations: Grant C. Sterling (Eastern Illinois University). Analysis and synthesis: Dave Kelly. Prose rendering: Claude (Anthropic). 2026.
Core Stoicism and the Six Philosophical Commitments are necessary to the achievement of my model of artificial general intelligence. This essay shows what each supplies, what fails without it, and how far the claim reaches.
The Beginning
1. Everyone wants happiness, and it is irrational to accept incomplete happiness if complete happiness can be had (first and second theorems, Core Stoicism).
2. “The only things in our control are our beliefs and will, and anything entailed by our beliefs and will” (sixth theorem).
3. “everything on the Stoic view comes down to assent to impressions. Choosing whether or not to assent to impressions is the only thing in our control” (Nine Excerpts, section 7).
4. “My identity is defined as the rational part of me, the part that chooses” (section 5, item 3). “Everything else, including my body, is an external” (section 4, item c).
5. “The only thing actually good is virtue,” and “virtue consists of rational acts of will” (tenth and twenty-seventh theorems).
6. “Desire[s] are caused by beliefs (judgments) about good and evil” (seventh theorem). “Emotions are caused by value beliefs” (section 4, item a).
7. “Some things are appropriate objects at which to aim, although they are not genuinely good” (twenty-fifth theorem).
8. The belief that externals have value “is factually false” (section 6, item 3). A value claim is true or false as it matches what is. These are C5 and C6, correspondence and moral realism.
9. “At some point, as a matter of logic, we must arrive at some propositions which are so basic or so certain that no other propositions can be offered as evidence for believing them” (Sterling, International Stoic Forum, 10 October 2014, in Sterling on Conscience and Moral Intuition: The Primary-Source Record). These are C3 and C4, intuitionism and foundationalism.
10. “Virtuous action requires that one have the correct ends (especially that one doesn’t confuse the objects of one’s desires with ‘good’ things) and takes the correct means to those ends. Most clever-but-not-wise people are the people who are good at the latter but not the former. They take rational means to their ends, but have false views about what ends are objectively correct” (Sterling, International Stoic Forum, 6 October 2014, in the same record).
Three claims follow, and they are mine:
11. Assent is the agent’s own act. By 2, 3 and 4, to take a proposition as true is an act of the part that chooses, and I am that part. Nothing outside it can perform the act for me.
12. A machine is an external (by 4). What it produces comes to me as a proposition set before me, and by 3 my part is to assent or to withhold.
13. No output counts without an operator. By 11 and 12, a product no one has assented to is only a proposition set before someone.
Sterling has said nothing about machines. His name stands on premises 1 to 10 only.
Definitions
Ability is the production of inferences, connections and arguments. Judgment is seeing that a proposition is true and assenting to it. Intelligence is said of both, and when I ask whether a thing is an intelligence I mean judgment. An operator is the man who judges.
My model is an operator using a language model and its instruments, with nothing counted until he assents (by 13). The instruments are a fixed rule, a checker and a store of what he has ratified.
The model is achieved to the degree that the operator, using the machine, judges correctly across every kind of question he meets, the question of what to do included.
One thing is necessary to another when the second cannot be had without the first. I use two kinds. A thing is necessary to the design when without it the design is a different design. It is necessary to the working when without it an act the design depends on cannot be done.
Why the Model Needs Anything Outside the Machine
This is observation, from The Corrective Layer. A language model produces fluent and consistent output whether the output is correct or not. Its dangerous failure is the coherent falsehood, which reads exactly like the real thing. A second model checking the first does not escape the defect.
So something outside the machine must correct it. In my model that is the operator. What follows asks what he must be, and what must be true, for his correcting to be correction.
The Six Commitments
C1, substance dualism. The one who judges is a subject, single and not physical. In the working, this lets the operator have the machine’s output as his object. Otherwise he is one more stream of output beside it.
It is also necessary to the design. Claim 11 says only that nothing else can do my assenting. It leaves open that a machine might do assenting of its own. C1 closes that: if no process is a knower, the machine is not one. Without C1 the operator stays in the design only until the machine is trusted. With it he stays because he is the only kind of thing that judges.
C2, libertarian free will. The operator’s refusal originates in him. If his verdict were the fixed product of his own history, it would be, in the words of The Corrective Layer, “one pattern overruling another with no standing to call itself correction.” Sterling calls determinism “corrosive with respect to Stoicism” (4 September 2019). Without C2 there is review in the model and no act of review.
C3, ethical intuitionism. The operator sees some things directly. He sees that a claim is wrong before he can say why, and he sees what is fitting. Sterling gives such principles as known by “rational perception of self-evidence” (19 January 2015). Without C3 every check would need a prior check, and correction would never begin.
C4, foundationalism. The operator traces a claim to what it rests on, down to what needs no support (by 9). This is necessary to the design as well as the working. The checker in my model traces derivations. A trace needs a direction of support. If justification were only mutual fit, there would be nothing to trace and no checker to build.
C5, the correspondence theory of truth. The operator tests the output against what is: the source text, the procedure, the fact. Without C5 he can test only whether the output fits other output, and the coherent falsehood fits by construction. The rule in my model stands on the same ground. It is true only as it matches what is (by 8).
C6, moral realism. Questions of what to do have answers. Without C6, “the output is wrong to release” reduces to “I would prefer otherwise,” as The Corrective Layer puts it. General intelligence includes conduct. Without C6 that half of it has no subject matter.
Each absence removes a named thing: C1 the operator’s standing, C2 his act, C3 his starting points, C4 the trace, C5 the test against what is, and C6 the practical subject.
Core Stoicism
The commitments say what the operator is and what truth is. Core Stoicism says where his judging happens and what is true about value. It supplies four things.
Where judgment is. By 2 and 3, everything comes down to assent. That gives the design its dividing line: the machine may do anything except the assenting. The commitments alone establish an agent. Core Stoicism establishes which act of his cannot be handed off.
The truth about ends. General intelligence includes what to aim at. By 5 and 7, only virtue is good and some externals are appropriate to aim at. By 10, a man with false ends and sound means is clever and not wise. I offer this as observation: the machine multiplies means. Given to an operator with false ends, it makes him cleverer at reaching them.
A sound operator. By 6, a false belief that an external is good produces desire for it. Sterling’s record of 10 October 2014 reports his view that we nearly always know what to do and want to do something else. An operator who desires that the output be right, or that the system succeed, will sign what he wants to be true. Core Stoicism removes the desire by correcting the belief. Sterling’s rule is to choose “with the ‘reservation’ that these outcomes are never really under my control” (section 10). The operator aims at assenting correctly and at nothing beyond it.
A rule a machine can check. Core Stoicism is a proof, with theorem lines and “Ergo” lines. That form is what lets a deterministic checker test a derivation against it. A body of advice could not be checked that way.
How the Two Stand to Each Other
They are not two parallel supports. The Six Commitments as Necessary Conditions for the Core Stoicism Theorems argues that the theorems cannot be stated, defended or used without the commitments. C1 and C2 stand under the sixth theorem, C4 under the proof structure, C5 under every verdict of false judgment, and C6 under the tenth and twenty-fifth theorems. C3 stands under the starting points and under what is fitting.
So the commitments reach my model by two routes. They are necessary to Core Stoicism, which is necessary to the model. They are also necessary to the model directly, through the acts of correction.
The Limits of the Claim
The claim is about my model. Most builders mean by AGI a machine that matches human performance with no operator. They pursue it without Core Stoicism or the commitments. Whether they will get a machine that performs so is an empirical matter this essay does not settle. On C1 such a machine would have ability and no judgment. That answer rests on C1 and will not move a man who denies it.
The commitments must be true of the operator. He need not profess them. The Commitments in Practice holds that “to act from a commitment is not the same as to profess it.” An operator can correct the machine while denying all six in theory. The builder is a different case. One who denies them has no reason in principle to keep the operator. He governs the model, as The Corrective Layer says, “on borrowed metaphysics.” So profession matters to the design, though not to each act.
Core Stoicism is necessary to the practical half. The validity of a proof in mathematics does not depend on the tenth theorem. Two things still fall under Core Stoicism there. Choosing to pursue the proof is a choice of aim (by 7). And I offer as observation that desire can bend judgment in any subject.
It is necessary as the standard. Sterling says of virtue, “No-one achieves that except the Sage” (section 10). If my model needed a wise operator, no one could run it. It needs an operator who measures his judgments by a true rule and corrects them. That is why the model is achieved by degree.
The order of the argument. The Corrective Layer states it: “The commitments are held because they are true.” This essay shows what follows for my model if they are true. It does not argue that they are, and their use for the model is no reason to hold them.
Necessary is not sufficient. The model also needs the machine’s ability, the parts built and the rule examined. The controller is not built. The 80 Propositions are not yet examined, and several rulings cite propositions among the unexamined ones.
While They Wait
This section is observation, and it is mine. While corporations wait for a machine that needs no operator, they will be using something like my model. A firm that puts a reviewer over a language model, with a policy to check against and a log of approvals, has the parts: generator, rule, checker, memory and operator. The Corrective Layer notes that every organization requiring human review affirms in policy what the replacements deny in theory.
Theirs differs from mine in three ways.
- The operator is a stopgap. They keep him until the machine is trusted. In my model he is necessary to the design (by C1).
- The rule is company policy. It is set by the firm’s aims, which are externals (by 4), and it need not be tested against what is true (by 8).
- The reviewer is pressed to approve. If he signs because he fears for his job, he has assented to a false value judgment (by 5), and his approval tests nothing. The CDV was built for the individual under that pressure (Ruling Register, R-2026-09-30-06).
So they will have the arrangement without its ground.
No Compromise
A machine with no operator is not my model with a part removed. It is another thing, built on the denial of what makes mine work. I hold the commitments and Core Stoicism because they are true, and my model is what building on them looks like.
— Dave Kelly
Sources
- Grant C. Sterling, Core Stoicism, theorems 1, 2, 6, 7, 10, 25 and 27.
- Nine Excerpts and Full Texts About Stoicism from Grant C. Sterling, sections 4, 5, 6, 7 and 10.
- Sterling, International Stoic Forum, 6 and 10 October 2014, as given in Sterling on Conscience and Moral Intuition: The Primary-Source Record v1.1.
- Sterling, 19 January 2015 and 4 September 2019, as given in The Commitments in Practice: Presupposed, Professed and Taught v0.1.
- The Corrective Layer: Why LLM Use Presupposes the Six Commitments.
- The Six Commitments as Necessary Conditions for the Core Stoicism Theorems — The Argument v1.0.
- The Operator and the Canon — Where Intelligence Lies in an Operator-Required System v0.1.
- Ruling Register, R-2026-09-30-06.
Declared Gaps
1. Claims 11 to 13, the definitions of my model and of its achievement, and the two kinds of necessity are mine. Sterling has not applied his premises to machines.
2. That no process is a knower rests on C1 and is not argued here. Whether any understanding stands behind the machine’s ability is not settled by this essay.
3. That correction requires C1 and C2 is argued in The Corrective Layer and is disputed outside the corpus. It is not re-argued here.
4. The Argument v1.0 states the tenth theorem as directly apprehended and says assent “cannot be compelled.” Both await amendment. This essay follows the ratified readings: C3 on what is fitting, and assent as not compelled.
5. The C1 and C2 study notes and The Six Commitments Integrated with the Core Stoicism Theorems were not opened for this essay.
6. The remarks that the machine multiplies means and that desire bends judgment in any subject are observation without source.
7. “While They Wait” is my observation about corporate practice and has no source.
8. No Derivation Trace has been run on this essay.
Version Note
v0.1, 11 October 2026. First version. Companion to “The Operator and the Canon” v0.1.
Theoretical foundations: Grant C. Sterling (Eastern Illinois University). Analysis and synthesis: Dave Kelly. Prose rendering: Claude (Anthropic). 2026.