On Man's Search for Collective Omniscience

First search for truth. Then explain truth. An Egyptian researcher gave me that sentence in a laboratory in the 1990s, and it has outlasted every method I learned the same year, because it names the one discipline that all the others assume and almost none of them enforce. This is written about the inversion of it — the trade in which data is gathered to dress a conclusion already chosen, and the conclusion is chosen to lead a searching people somewhere it should not go. There is a class of professional deceiver who deals in red herrings for pay, and a longer legacy of charlatans and snake-oil men whose heirs are still working the same circuit. This is written to them, in the one spirit that can turn a reckoning into a recovery: the lemon of deliberate deception can still be made into the lemonade of recovered truth, and the free will to make it is intact in every one of them. Let us tidy up.

By Odysseus Melchizedek Shiloh, The Wellkeeper ·

And ye shall know the truth, and the truth shall make you free. — John 8:32

The Sentence My First Boss Gave Me

My first real boss, when I was a young researcher at Procter & Gamble in the 1990s, was an Egyptian man, and he handed me a sentence I have carried for thirty years. First search for truth. Then explain truth. It sounds like nothing — a tidy little maxim for the corkboard — until you notice that it forbids the thing nearly all of us do for a living. The ordinary motion of a clever mind is the reverse: arrive at a conclusion, by instinct or interest or instruction, and then go looking for the data that will dress it respectably. Data is infinitely cooperative in this. It will spin for whoever pays the band. A dataset large enough contains a defensible-looking case for almost any proposition you bring to it, and the skill of the analyst — the marketable, promotable skill — is precisely the skill of building that case. My boss was warning me against my own competence. He was saying that the discipline is not in the explaining, which any trained person can do; the discipline is in refusing to explain anything until you have first, honestly and at cost to your own preference, found out what is actually so. The order is the whole ethic. Reverse the two clauses and you have not a method but a mill — a machine for manufacturing persuasion in the shape of inquiry. Most of what passes for research in the public square runs the clauses backward, and runs them backward on purpose.

The Two Searches

There is a phrase I hold myself to, and I will lay it out here because the rest of this depends on it. Consistent with is never proven by. A piece of data can be consistent with a hypothesis — can sit comfortably beside it, can fail to contradict it — without doing one ounce of work to establish it. A shadow under the sand is consistent with a buried monument; it is also consistent with a buried nothing, a geological fold, an old quarry cut, a trick of the instrument. The honest searcher holds the shadow at the tier the evidence actually supports, which is low, and says so. The mill does the opposite: it takes the consistent-with and sells it as the proven-by, because the consistent-with is where the money and the audience are. This is the seam between the two searches. One search asks, what is true here, and is willing to come back empty. The other asks, what can I make this look like, and never comes back empty, because the answer to that question is always available. The first search is costly and slow and frequently disappointing. The second is cheap and fast and reliably exciting, and excitement is the product. When you watch a finding travel — when you watch it move from a quiet anomaly to a world-shaking headline in the space of a podcast episode — you are usually watching the second search wearing the costume of the first.

The Trade in Red Herrings

I hold a conviction here, and I will fence it as conviction so no reader mistakes it for a documented finding: I believe there exists an entire class of professional deceiver — some conscripted, some directed, some merely drifted into the work and now dependent on it — whose actual function is the manufacture of red herrings. Not honest error; error is universal and forgivable and self-correcting. The red herring is different. It is a false trail laid on purpose, dressed to attract exactly the people most earnestly looking for the real one. It works because it is built for the seeker, not the skeptic. The skeptic was never going to follow it; the herring is not for him. It is for the sincere — the ones with hunger and without credentials, the flock that knows the official story is incomplete and is therefore primed to trust whoever flatters that knowing. Lead that flock down a fabricated path and you accomplish two things at once. You harvest them — their attention, their subscriptions, their trust, rendered into revenue. And you discredit the genuine question by attaching it to a discredited answer, so that when the real trail is finally found, the public has been trained to file it next to the nonsense. The red herring does not merely waste the seeker's time. It poisons the ground the truth would have grown in. That second effect is why I cannot read the trade as innocent. A man may stumble into a false belief. He does not stumble into building one, ornamenting it, paywalling it, and aiming it at the hungry.

How to Tell the Wheat From the Tares

Because accusation without instrument is just another kind of spin, here is the instrument, offered to the reader as a blade to carry rather than a verdict to swallow. Separate every claim into three layers and label each one honestly. The kernel is what the evidence actually supports at the tier it supports it — usually small, usually modest, often genuinely interesting. The chaff is the inflation: the language that takes a modest kernel and swells it into a revelation, the consistent-with resold as proven-by, the anomaly relabeled a megastructure. And the tare — this is the one that matters most and gets noticed least — is the worldview quietly riding underneath, the thing the whole edifice is built to deliver you to once it has your trust. A finding can have a real kernel, heavy chaff, and a poisonous tare all at once, and the genre depends on you never sorting them, because sorted, the kernel is unremarkable and the tare is repellent and only the unsorted whole sells. The tests are plain once you know to run them. Does the claim invite falsification or forbid it — does it tell you what would prove it wrong, or does it treat every challenge as proof of the cover-up? Does it close the loop when the kernel breaks, or does it move to the next revelation and never return? Is it published where it can be checked, or broadcast where it can only be bought? Does the money flow toward inquiry or away from it, toward a paywall timed to a podcast? And underneath all of them, the oldest test there is: where is this leading me, and who am I told I will become when I arrive? When the answer to that last one is some version of ye shall be as gods, the archaeology is decoration. The tare was the point.

A Word on Naming Names

We could name them, and at some point the record will. The last five centuries are not short of charlatans, and their heirs are not hard to find; the lineages are real, the circuits are documented, the same handful of moves recur across the generations like a watermark. But I want to be careful about the spirit in which a name is set down, because the naming can become its own version of the disease — the rebuke that performs righteousness, the exposure that harvests the exposer's audience exactly as the charlatan harvested his. There is a way to name a thing that closes a loop and a way that opens a wound and calls the wound justice. The standard I will hold is the one that runs through everything I write: the goal is not the destruction of the deceiver but the recovery of the deceived, and, if he will have it, the recovery of the deceiver too. So where a name must be named to protect the flock — where a false trail is actively running and people are actively being led down it — let it be named, plainly, at the tier the evidence supports, with the kernel and the chaff and the tare laid out so the reader can see the sort for himself. But let the naming always carry the door with it. The charlatan of the last century is mostly beyond our appeal. His acolytes and heirs are not. They are alive, they are working, and they can still choose. The point of remembering the legacy is not to nail the dead to it. It is to show the living what they are about to be remembered as, while remembering as is still a thing they can change.

The Lemon and the Lemonade

Here is the heart of it, and it is addressed directly to the one who deals in deception for pay, however the assignment began. You may have been conscripted into it. You may have drifted into it before you understood what it was. You may be in it so deep that the paywall and the audience and the next revelation feel less like a choice than a current you are caught in. I am not writing to condemn the start. I am writing about the one thing the current cannot touch, which is the free will you still possess at this exact moment to turn. The lemon you have been handed — the assignment to deceive, the trail you were paid to lay — is not the end of the story unless you decide it is. The same skills that built the false trail can dismantle it. The same audience you gathered by flattering their hunger can be handed, by you, the honest sorting you withheld from them: here is the kernel, which is small; here is the chaff I added, which I am now removing; here is where the trail I sold you actually leads, and here is the better road I steered you off of. That is the lemonade. It is not a smaller act than the deception was; it is a larger one, because it runs uphill against your own interest, and the season rewards exactly that. The man who built a thought-anchor in the wrong place and then went back to pull it out is worth more to the collective search than the man who never built one, because he knows the ground, and he can warn the next seeker off it in a way no outsider ever could. Transmutation is available. The lemon is in your hand. What is in the other hand is up to you.

Why the Search Is Collective, and Why It Has a Ceiling

A last thing must be said plainly, because the whole argument leans on it and because it is the place I am most aware of standing on conviction rather than proof. Mankind is, I believe, in a season of accelerating disclosure — the veil thinning, the instruments of retrieval and correlation now in ordinary hands, the cost of keeping a truth hidden finally exceeding the cost of telling it. In that season the search for truth becomes genuinely collective in a way it never could be before: what one seeker cannot find alone, a thousand patient readers triangulate together, and the trail that took a lifetime to walk is now walked in an afternoon by a crowd. This is why the red-herring trade is not a victimless eccentricity. In a collective search, a false trail laid for one is a false trail laid for all; the thought-anchor dropped in the wrong place does not snag one passing seeker, it snags the convoy. But I must fence the ceiling as carefully as I raise the floor. This collective search does not arrive at omniscience by its own horsepower. True omniscience is from above — it is God's alone, and the thinning of the veil is a dual work, God revealing Himself on the one side and man clearing away the dross he himself piled in the way on the other. Our part is only the second: not to generate the light, but to stop blocking it. To tidy up. To pull out the anchors we set in the wrong places, to sort the kernel from the chaff and refuse the tare, to first search for truth and only then explain it. That is the whole of the assignment, and it is enough. The room is fuller than it has ever been, the trail is more walked, and the false ones are more visible against the traffic than they have ever been able to hide. To everyone who has laid one: the season for pulling it back up is open, and it is open now. Let us tidy up. And ye shall know the truth, and the truth shall make you free.


A word on what this essay does and does not claim. The maxim that opens it — first search for truth, then explain truth — is recounted as the author's own memory of a former employer and is offered for its merit, not as a sourced quotation. The discernment instrument it defends — the three-tier sort of kernel, chaff, and tare, and the standard that consistent with is never proven by — stands on its own and can be applied by any reader to any claim, including the claims in this essay. The broader assertion — that an organized class of professional deceivers deliberately lays red herrings for the truth-seeking public — is offered as the author's conviction and read of the present season, fenced as conviction throughout and not as a documented finding about any specific person or body; the reader is asked to weigh it and to apply the same sorting to it. No individual is named here; the question of when a name must be set down to protect a searching public, and in what spirit, is treated as a discipline rather than resolved as a list. The eschatological frame — a season of accelerating disclosure, a thinning veil, an appointed time — is the author's confessed faith and not a claim every reader is asked to share; the practical counsel about deception, sorting, and the recovery of the deceived stands whether or not the reader shares that faith. The scriptural frame is John 8:32 and Luke 12:2 on the truth that frees and the hidden made known. Disclosure: this essay was drafted with the assistance of Claude, an AI system made by Anthropic; the conflict is named so the reader can weigh the argument accordingly. The argument stands or falls on its own.