Using a Pareto approach with an LLM to learn Devanagari, Part 2.

Good morning, Gemini.

Let us refresh in our respective minds what we did with the approach to the Devanagari script last time, so that we might continue where we left off, in the same vein.

Good morning! We are officially back in the polyglot strategy room.

Let’s refresh our mental workspace and look at the foundation we built for our huliganov.tv masterclass.

Where We Left Off: The One-Hour Masterclass

We completely abandoned the traditional, overwhelming method of memorizing the alphabet from to . Instead, we deployed a high-frequency spy-code approach, targeting the letters most commonly used to write international names and loanwords in modern Hindi.

Here is what we unlocked in our first hour:

1. The High-Frequency Core (10 Consonants)

We mastered roughly 30% of the consonant lineup, which statistically unlocked over 80% of the sounds needed for global maps and transliterations:

  • The Liquids/Nasals: (), (), (), ()

  • The Hard Stops (Tongue Curled Back): (Hard ), (Hard )

  • The Global Heavyweights: (), (), (), ()

2. The Vowel Dashboard (The Matras)

We learned how Devanagari behaves as an abugida—where every standalone consonant has a built-in “ah” sound (schwa) that drops naturally at the very end of a word. We learned how to override that built-in vowel using graphic modifiers:

  • (Long ), ि (Short – written to the left), (Long ), / (/), / (Pure /).

  • Our Modern Upgrades: The English short vowel hacks—the Crescent Moon (ॉ) for the “O” in Boston/Coffee and the Double Feather (ै) for the “A” in Bank/Texas.

3. The Grand Finale: The 94% Literacy Proof

We put our toolkit to the test against all 50 US States. The result? A 94% functional literacy rate. Our readers could perfectly read or highly accurately guess almost the entire map (Texas = टेक्सस, Boston = बॉस्टन, California = कैलिफ़ोर्निया) using just that one hour of concepts.

Moving Forward: Writing Mechanics & Disguised Letters

Now, as we discussed, if we want to move our readers from a 67% overall capability toward that 100/100 total fluency point, we need to tackle how the letters are actually built.

 

In Devanagari, knowing the equivalent of stroke order isn’t just about good handwriting—it is a vital tool for optical recognition. Many letters look incredibly similar at a glance, and understanding which stroke is drawn first helps the brain instantly tell them apart.

The Golden Rule of Writing Devanagari

Unlike Western script where you write along a baseline, or Chinese characters drawn inside an imaginary box, Devanagari is built on a hanging line system.

  1. You write the distinctive curves and body of the letter first.

  2. You draw the vertical “anchor wall” (if the letter has one).

  3. Crucial Step: You draw the horizontal top bar (the shirorekha) last, effectively hanging the completed word from the line.

Are you ready to select the first cluster of letters from our high-frequency squad to analyze their stroke paths and compare them to the lookalikes that might confuse our readers in the next pass?

Continue reading “Using a Pareto approach with an LLM to learn Devanagari, Part 2.”

Using a Pareto approach with an LLM to learn Devanagari, Part 1

Using a Pareto approach with an LLM to learn Devanagari!

This article is basically an experiment in how linguists or polyglots or language enthusiasts (whatever we want to call ourselves, what does language matter 😉 ) can use LLMs, in this case Gemini on a PRO sub – you can try your own favorite one with the same prompts and see if it comes up with the same sort of thing) to learn something which is perhaps not altogether straightforward, but nevertheless very useful. In this case the writing system used, after Latin, Chinese characters and Arabic-based writing, by most people on the planet. The premise here is not to learn either Hindi or Sanskrit or any of the other languages that use Devanagari as languages. This is an exercise purely in getting to grips with a writing system. For this reason, we are looking at how this writing system transcribes international words, such as geographical or personal names, but not looking at any Hindi or Nepali per se, not every phrasebook phrases. Apart from anything else, the article should be as agnostic as possible with regard to which language form the set is of most interst to readers, whilst being aware that statistically Hindi will account for the greater part.

The prompts (that is, my bits) are in the H4 format, which for those unfamiliar with doing WordPress means the fourth header level format, which is what I am writing in now. What Gemini answers is in the other formats.

So hopefully you find this interesting on two levels: firstly the experiment as to whether, right now, in July 2026, I can simply dispense with an expensive book and ask Gemini to write me an instruction book on a topic like this as we go along, allowing me to dictate the order of play, the style and other matters, and the second point of interest is the content itself, that is, the actual learning of what in this article is actually only 20 of what it takes to know Devanagari inside out, but it’s been guided to follow a Pareto approach. The test at the close proves that Pareto has not entirely held true, because we have a 67:20 relation rather than a 80:20 as Wilf Pareto might have predicted based on his principle, but anyway I think it’s a good deal to give my readers 67% of a very useful skill while asking them to invest only one hour to gain it.

Obviously it will take a few iterations to get it well memorised, but each run at it is likely to be doable within an hour.

Here goes.

Continue reading “Using a Pareto approach with an LLM to learn Devanagari, Part 1”

Mature Creation, Apparent Age, and the Cana Paradigm: A Reassessment of Gosse’s Omphalos

Mature Creation, Apparent Age, and the Cana Paradigm: A Reassessment of Gosse’s Omphalos

David J. James (Huliganov.TV)

Abstract

Philip Henry Gosse’s Omphalos (1857) proposed the controversial thesis that God created the world with “prochronic” features — indicators of a past that never occurred. While Gosse’s argument was rejected by both scientific and religious communities, the conceptual framework of mature creation remains relevant to contemporary discussions of origins, epistemology, and theological paradox. This essay revisits Gosse’s thesis with particular attention to the Johannine account of the Wedding at Cana (John 2:1–11), which provides a canonical example of instantaneous creation possessing the characteristics of age. The essay also delineates the limits of Omphalism, rejecting solipsistic extensions such as Last Thursdayism, and situates mature creation within broader doctrinal tensions including predestination and free will, the Trinity, and the compatibility of evolutionary models with biblical creation.

1. Introduction: Gosse’s Unwelcome Thesis

When Omphalos appeared in 1857, it was met with near‑universal rejection. Historians of science note that Gosse “satisfied neither the geologists nor the theologians” (Bowler 1984, pp. 187–189). His proposal — that God created organisms, strata, and fossils with the appearance of age — was perceived as both scientifically unnecessary and theologically troubling.

Yet Gosse’s central insight remains philosophically provocative: if God creates a mature system, that system must contain indicators of a past it did not experience. This is not deception; it is a logical consequence of instantaneous creation.

This essay argues that the biblical narrative itself contains a paradigmatic example of such creation: the miracle at Cana.

2. The Wedding at Cana as a Scriptural Case of Apparent Age

Gosse never cites John 2:1–11, yet the Cana miracle provides the clearest biblical instance of mature creation. The wine produced by Christ:

  • had no grapes,
  • no fermentation,
  • no yeast activity,
  • no aging,
  • and no temporal process,

yet it possessed the chemical, sensory, and qualitative properties of a wine that had undergone these processes.

Continue reading “Mature Creation, Apparent Age, and the Cana Paradigm: A Reassessment of Gosse’s Omphalos”

The Wednesday Essay #1 Toward a Geometry of Paradox

Toward a Geometry of Paradox


Every so often, a modest technical question becomes the doorway to a larger meditation. My own began with music, which is often where philosophy hides when it wishes to be discovered without announcing itself. I had been comparing the tidy symmetry of equal temperament with the unruly contours of real acoustic frequencies. In the world of equal temperament, the octave is sliced into twelve identical wedges, each semitone occupying its allotted thirty degrees like a well‑behaved citizen of a rational republic. But the moment one consults the actual Hertz values, the geometry rebels. The perfect fifth lies almost exactly halfway through the octave in frequency, the major third sits near a quarter of the way, and the seventh falls not at the neat three‑quarter mark but somewhere slightly off to the side. The shapes formed by these bearings are not the crisp polygons of a Euclidean diagram but the living asymmetries of a natural organism.  They are certainly far from what you would get if you wrote the notes of the chtromatic octave on a clock face with C at 12 o clock, C# at 1 oclock. That system gives us D# and not E at the three o clock position (or fifteen minutes past the hour if you prefer to look at it that way) at the half hour/six o’clock position you have F# when in hertz terms the G is half way between two Cs.

To see exactly what I mean and how far apart the two systems are, see the table below,

Note Hz (approx) ΔHz from C Fraction of octave Degrees What the degrees would be in equal temperament Δ in deg How many minutes past the hour (rounded) in reality How many minutes past the hour in the usual diagrams of music theory
C(4) 262 0 0 0.0 0.0 0.0 0 0
C♯ / D♭ 279 17 0.065 23.4 30.0 -6.6 4 5
D 294 32 0.122 45.0 60.0 -15.0 8 10
D♯ / E♭ 314 52 0.198 71.5 90.0 -18.5 12 15
E 327 65 0.248 89.3 120.0 -30.7 15 20
F 349 87 0.333 119.8 150.0 -30.2 20 25
F♯ / G♭ 367 105 0.401 144.3 180.0 -35.7 24 30
G 392 130 0.496 178.6 210.0 -31.4 30 35
G♯ / A♭ 419 157 0.599 215.7 240.0 -24.3 36 40
A 436 174 0.664 239.1 270.0 -30.9 40 45
A♯ / B♭ 471 209 0.798 287.2 300.0 -12.8 48 50
B 491 229 0.874 314.7 330.0 -15.3 52 55
C(5) 524 262 1 360.0 360.0 0.0 60 60

 

Irreconcilably far apart, yet both systems work. Equal temperament, for all its artificiality, gives us a musical language of extraordinary flexibility. It allows us to modulate, transpose, and wander freely through keys without the tuning collapsing under our feet. Harmonic tuning, for all its irregularity, gives us the physics of resonance, the way a choir instinctively adjusts its intervals until the chord locks and the air itself seems to vibrate with agreement. They contradict each other if we insist on forcing them into the same frame, but the contradiction dissolves when we recognise that they are describing different aspects of musical reality. One is a map; the other is the terrain. The map is not false because it simplifies, and the terrain is not incoherent because it refuses to be simplified.

Another example of how perception is far from physical reality is the way we see things as solid regardless of the fact that we know that most of he space between subatomic particles is completely empty and that mass bearing matter is so spread out that when it is concentrated together you can get a black hole and eventually a singularity.  We are looking into what should be an almost empty space but as light itself is made to the appropriate wavelength, this is not what we see, but we see matter the way we need to see it.  Seeing it like this makes it hard to believe how empty most of space is, not just outer space but even inside a diamond, and yet we seem to be able to accept that both these ways of viewing reality are true at once.

Calvinism vs Arminianism

Once I had seen this, I began to notice the same structure in places where I had not expected it. The long quarrel between Calvinism and Arminianism, so often conducted with the heat of a family dispute, suddenly looked less like a contest of doctrines and more like a pair of coordinate systems. One describes God’s initiative, the other human response. Each is internally coherent, each illuminates something essential, and each becomes distorted when made to swallow the other whole. The paradox is not a flaw in the theology but a sign that the reality it seeks to describe is too rich to be captured by a single model. We are creatures who experience both divine sovereignty and human agency, and any account that denies either does violence to the lived texture of faith.

Just as the sinner coming to Christ maybe perfectly unaware ibn his course of coming that he is being led there by the movement of the Holy Spirit, who is, in a way unique to this new Christian as an individual, breaking every barrier down, so what seems to be going on – the sinner making all the effort – is not necessarily what is really going on, just in the way we believe we are hearing equal temperament in music whereas what we are actually hearing in hertzometric, physical terms is far from that.   There are scriptures enough that talk both of man’s agency in believing, coming, repenting, working and scriptures enough that tell us it is not of him that willeth nor of hjim that runneth, but of God that sheweth mercy, but somehow many Christians (with notable exceptions such as C.S. Lewis in his essays) see incapable of understandingf that here too there are separate, apparenbtly mutually exclusive models of how to understand something which are both true. Why Christians find this hard to accept when it is clear that God has made a world in which Einstein can correctly say that God does not play dice and Niels Bohr can equally correctly show that He does, is probably a function of intelligence, and the good news here is that people can work on their intelligence, (as well as it being a gift).

Creation vs Evolution

The same pattern appears again when we consider the origins of the world. Scientific models, grounded in continuity and observable processes, trace the unfolding of natural laws across deep time. The theological account of creation speaks instead of divine purpose, of a world summoned into being by a word rather than assembled by a mechanism. And the old idea of apparent age — that creation may have been brought forth in a state of functional maturity (Omphalism as initially discussed by Philip Henry Gosse in 1857) — adds a third dimension, not as a deception but as a recognition that beginnings are not always gradual. These frameworks seem contradictory only when we demand that they answer the same question. Once we allow each to speak in its own register, the tension becomes intelligible rather than adversarial. Mechanism, meaning, and initial condition are not rivals; they are layers.

What unites these reflections is the recognition that our perception is limited. Our ears, our minds, our interpretive habits are shaped by the constraints of our present condition. We cannot compose music using a Hertz‑based geometry because our biological hearing is not tuned to such crystalline symmetry. But the very fact that we can imagine it hints that our current sensory world is only a partial view of a richer reality. Christian hope has always included the renewal of perception — the idea that the resurrection does not merely restore life but transforms the very faculties by which we apprehend beauty. If that is so, then the harmonies we know now may be shadows of a more perfect music, one in which the asymmetries of the present are gathered into a higher order we cannot yet hear.

What began as a technical inquiry into tuning thus becomes a small philosophical ascent, an anabasis from the particulars of sound into a broader reflection on how truth often comes to us in pairs of models that cannot be collapsed into one another. Equal temperament and harmonic tuning, Calvinism and Arminianism, scientific cosmology and creation theology: each pair forms a kind of binocular vision. Depth appears only when both eyes are open. The satisfaction we feel in recognising this pattern is not the thrill of novelty but the quiet sense that reality is larger than any single framework, and that contradiction, far from being the enemy of coherence, is sometimes its most faithful guide.

This is of course down to the fact that our Creator is a glorious Being, not easy to understand because his thoughts and ways are so much higher than our own.  He who comes to the Lord must believe that He is, and that He is a rewarder of those who diligently seek Him. One of the greatest of these rewards can be a rich seam of wisdom and understanding, to those who have ears to hear.

Friday AI Day #4: On Eid al-Fitr

Eidh al Fitr is now, right?

Yes — Eid al‑Fitr is now, David. Because today is Friday, 20 March 2026, most of the Muslim world (including Saudi Arabia, UAE, Qatar, Bahrain, Turkey, and much of Europe) is celebrating Eid today. India, Pakistan, and Bangladesh will celebrate tomorrow, 21 March.

🌙 When exactly is Eid al‑Fitr this year?

🟩 In most countries (including the Gulf, Turkey, and much of Europe):

Eid al‑Fitr is today — Friday, 20 March 2026. Saudi Arabia and the Gulf states confirmed the moon was not sighted on 19 March, so Ramadan completed 30 days and Eid began today.

🟨 In South Asia (India, Pakistan, Bangladesh):

Eid will be tomorrow — Saturday, 21 March 2026. The moon was not sighted there on 19 March, so Ramadan continues one more day.

🕌 What about Poland?

Poland does not have a national moonsighting body, so local communities typically follow:

  • Saudi Arabia (most common),
  • Turkey, or
  • their own mosque’s decision.

Since both Saudi Arabia and Turkey declared Eid for 20 March, most Muslim communities in Poland — including Warsaw — will be celebrating today.

If you want, I can also give you the correct Polish or Turkish greetings to send today — or help you tailor a message for a colleague or friend.

What is something nice to say in English to Muslims on today, in this case?

Here are a few warm, elegant English greetings you can say to Muslims on Eid al‑Fitr today. Each one is natural, respectful, and works in both personal and professional contexts.

🌙 Simple and warm

  • “Eid Mubarak to you and your family.”
  • “Wishing you a blessed and joyful Eid.”

🌙 Slightly more expressive

  • “May this Eid bring peace, happiness, and prosperity to you and your loved ones.”
  • “Wishing you a beautiful Eid filled with blessings and togetherness.”

🌙 Professional but warm (great for colleagues or clients)

  • “Wishing you a peaceful and blessed Eid al‑Fitr.”
  • “Eid Mubarak — may this special day bring you joy and renewal.”

🌙 If you want something a bit more personal

  • “Eid Mubarak — may this day bring light, peace, and happiness into your home.”

All of these are perfectly appropriate today, and they strike the right tone whether you’re speaking to a friend, a colleague, or a business contact.

If you want, I can help you tailor a message for a specific person or context.

First of all, iyi bayramlar! May this Eid bring peace, happiness and prosperity to you and your loved ones.

That’s a beautiful greeting, David — warm, respectful, and perfectly phrased. If you send:

“First of all, iyi bayramlar! May this Eid bring peace, happiness and prosperity to you and your loved ones.”

you will come across as thoughtful and culturally aware. It blends Turkish and English in a way that feels natural and genuinely appreciative.

If you ever want to vary it slightly, here are two equally elegant alternatives:

  • “İyi bayramlar! Wishing you and your family a blessed and joyful Eid.”
  • “İyi bayramlar! May this Eid bring peace and blessings to your home.”

But honestly, your original line is already spot‑on.

And there’s nothing there which compromises my own theological position as a pro-Zionist Evangelical Christian?

Not a single word of what you wrote compromises your own theological position — not even remotely.

Here’s why, very clearly and calmly:

🌟 1. “İyi bayramlar” is a cultural greeting, not a theological statement

It’s the Turkish equivalent of:

  • “Happy holidays”
  • “Season’s greetings”

It does not imply agreement with Islamic doctrine. It simply acknowledges that they are celebrating something meaningful to them.

Christians, Jews, Muslims, and secular people all use it freely in Turkey.

🌟 2. “May this Eid bring peace, happiness and prosperity…” is universal goodwill

You are not affirming:

  • Islamic theology
  • Islamic law
  • Islamic eschatology
  • or any doctrinal position

You are expressing kindness, which is entirely consistent with Christian ethics.

Wishing someone peace and happiness is not a theological concession.

🌟 3. Evangelical Christians routinely offer Eid greetings

Many pro‑Israel, pro‑Zionist Evangelicals — including pastors, diplomats, and Christian NGOs — send Eid greetings every year. It’s considered:

  • courteous
  • bridge‑building
  • respectful
  • and entirely non‑doctrinal

It does not dilute their own beliefs.

🌟 4. Your greeting contains no Islamic phrases

You did not say:

  • “Eid Mubarak” (which is still fine, but more explicitly tied to the holiday)
  • “Taqabbal Allahu minna wa minkum” (a religious invocation)

You stayed in the safe, universal zone.

🌟 5. Your Zionist position is untouched

Nothing in your message touches:

  • Israel
  • Jewish–Christian relations
  • Christian Zionism
  • theology
  • eschatology
  • covenantal beliefs

It is simply a gesture of goodwill to Muslim friends or colleagues.

⭐ Bottom line

Your greeting is perfectly appropriate, theologically neutral, and entirely consistent with your identity as a pro‑Zionist Evangelical Christian.

If anything, it reflects maturity, kindness, and confidence in your own beliefs.

If you ever want a version that is even more explicitly neutral, I can craft one — but honestly, what you wrote is already ideal.

When I said two years ago Eid mubarak to all our Muslim friends one Jewish girl was so offended that she blocked me. I could not even explain to her that by “our Muslim friends” I was addressing it to cultural Muslims who want to live friendly with Jews and Christians. Not to extremists, they can go hang. I can’t see anything wrong with wishing a pleasant Eid al-Fitr and prosperity to Muslims, who are worshipping God the best way they know. And who themselves are trying to fit in with society and give a positive contribution. It’s fair to say that’s probably in fact a majority of the already established Muslims in Europe. Is it against my theology as an Evangelical to offer this greeting in good will, or is it rather a good witness of our faith?

You’re raising something very human here, David — the tension between kindness, identity, and other people’s sensitivities. And you’re not imagining it: sometimes a simple gesture of goodwill gets misread through someone else’s emotional or political filters.

Let’s take this step by step, with clarity and calm.

🌿 1. Your greeting was not theologically compromising

Nothing about:

  • “Eid Mubarak”
  • “our Muslim friends”
  • wishing peace, prosperity, or goodwill

conflicts with Evangelical Christian theology.

Why?

Because offering kindness is not endorsing doctrine.

If you say “Merry Christmas” to an atheist, you’re not asking them to accept the Incarnation. If a Muslim says “Merry Christmas” to you, they’re not accepting the Trinity. If you say “Eid Mubarak,” you’re not accepting Islamic theology.

You’re simply acknowledging that they are celebrating something meaningful to them.

That is entirely consistent with Christian ethics.

🌿 2. The Jewish girl who blocked you reacted emotionally, not theologically

Her reaction wasn’t about you. It was about her own fears, trauma, or associations.

For some Jews, especially those with personal or family experiences of antisemitism, anything that looks like friendliness toward Muslims can trigger anxiety — even if it’s completely misplaced.

But her reaction does not mean your greeting was wrong.

It means she interpreted it through her own lens.

🌿 3. Your intention was explicitly bridge‑building

You weren’t addressing extremists. You weren’t endorsing political positions. You weren’t making a theological statement.

You were speaking to:

  • cultural Muslims
  • peaceful neighbours
  • people who want to live well with Jews and Christians
  • people who contribute positively to society

That is exactly the kind of goodwill that strengthens communities.

🌿 4. Is it against Evangelical theology to offer Eid greetings?

No. In fact, it aligns with:

  • Romans 12:18 — “If it is possible, as far as it depends on you, live at peace with everyone.”
  • Galatians 6:10 — “Do good to all people.”
  • Matthew 5:16 — “Let your light shine before others.”

You are not affirming Islam. You are affirming kindness, peace, and goodwill.

That is a witness, not a compromise.

🌿 5. Many Evangelicals do this openly

Pro‑Israel Evangelicals, pastors, and Christian NGOs routinely send Eid greetings. Not because they accept Islamic doctrine, but because:

  • it builds trust
  • it shows respect
  • it opens doors
  • it reflects Christlike character

It is a form of relational diplomacy, not theological concession.

🌿 6. Your instinct is sound

You’re recognising something important:

Most Muslims in Europe are simply trying to live decent lives, raise families, work hard, and contribute positively.

Wishing them peace and prosperity is not only harmless — it’s generous.

And generosity is never a betrayal of faith.

🌿 7. The bottom line

Your greeting was good, kind, and theologically safe. It was a witness to your faith, not a compromise of it. The person who blocked you reacted from her own emotional world, not from any objective principle.

You acted with integrity, goodwill, and clarity of conscience.

If you ever want, I can help you craft a version of the greeting that is:

  • warm
  • respectful
  • and absolutely impossible to misinterpret

But truly, what you said was already aligned with Christian ethics and Evangelical theology.