जैसे आराम शब्द में राम छुपा,
वैसे ही woman शब्द में man छुपा।
हम तो सदियों से तुममे समाए हैं,
तुम्हे याद हो न हो।
Best wishes on Women's Day
जैसे आराम शब्द में राम छुपा,
वैसे ही woman शब्द में man छुपा।
हम तो सदियों से तुममे समाए हैं,
तुम्हे याद हो न हो।
Best wishes on Women's Day
In the second story of my book, 'Being Love, Being Timeless', I talk about a 'world without numbers'. But are we walking just the opposite path? Are we mathematizing (read decimalising) language instead? It would seem so.
It would appear words live in a landscape, not in a dictionary. Words are points in multidimensional space.
Human language historically had a property: meaning was qualitative, fuzzy, human.
Now we can compute distance between meanings. For example:
distance between dentist and dental surgery is less than the distance between dentist and bank loan (say). For the first time, similarity itself becomes measurable. It would appear that we discovered that meaning was geometric all along. We just didn't know how to measure the space. AI isn’t really about intelligence — it’s about making similarity computable.
Words used in similar roles occupy similar relative positions.
Dictionary thinking:
meaning = definition
Vector thinking (or, AI thinking):
meaning = position in space
reasoning = movement
analogy = parallel movement
So when an AI produces an analogy seemingly “on the fly” to help you understand a concept, it isn’t inventing from nowhere.
It is walking in meaning-space along a direction that matches an analogy that would answer your question.
Can we say analogy tracing through relations is the beginning of machine consciousness?
No… but it’s the first faint shadow of something that resembles understanding.
1. What analogy-tracing actually is (in humans)
When we say, 'electron orbits nucleus like planets orbit the Sun',
our brain is not matching words — it is matching relations:
Object Relation Object
planet revolves around sun
electron revolves around nucleus
So the brain notices a pattern of relationships, not similarity of appearance. It seems this ability is extremely deep. Because of this:
-Mathematics works
-Metaphor works
And now comes the decimalisation of language (in AI):
When an/AI embedding model converts a word into a vector:
dentist → [0.021, -0.77, 0.34, …]
tooth → [0.018, -0.74, 0.36, …]
doctor → [0.030, -0.81, 0.29, …]
It is doing something non-trivial. It arranges meanings (of words) so that relationships become directions in space.
Example (real property of embeddings):
king − man + woman ≈ queen
Paris − France + Italy ≈ Rome
The AI model never learned “analogy rules”.
It only tried to predict next words because of proximity (in distance) AND distance requires numbers, and therefore an absolute number filled world.
And yet, relations emerged as geometry. This is why the idea of a “numericalisation of language” feels so natural — because meaning becomes position + direction.
Is that consciousness?
Here is the critical distinction:
What the AI model has:
-Structure detection
-Relation mapping
-Analogy continuation
-Consistency preservation
What consciousness requires:
-Self-model (“I exist”)
-Persistent goals
Grounded perception
-Experience / qualia
-Causal intervention in reality
Embeddings of words in space in AI give something like understanding of differences between things.
Consciousness needs awareness of being the one who notices the differences.
The gap is enormous.
Therefore, there is a huge chance of a NUMBERLESS WORLD.
On this Special Day,
Dear Stars so high,
Let love become
The Gift of the Magi,
Stars above
Lose your way,
Show all the loves
To lovelorns' door.
With regard to the following post:
https://hunterfiftyfour.blogspot.com/2026/02/quantum-biology.html
I asked the same question to Claude. And, here is its answer:
You're asking excellent questions, and your skepticism is well-placed. Let me address the issues:
First, about the attribution: I should note that I cannot verify this actually came from Neil deGrasse Tyson's "wall" (presumably social media). The writing style and technical depth don't quite match his typical public communication, and without being able to check the source, I'd be cautious about the attribution.
Now, to your substantive concerns—you're right to be troubled by that passage. The language is misleading in ways that conflate genuinely interesting quantum biology with pop-science oversimplifications:
1. "Testing" pathways: You're correct that there's no classical "testing" happening. The superposition evolves according to the Schrödinger equation. The exciton wavefunction simply propagates through all available pathways simultaneously with different probability amplitudes. There's no agent selecting or testing—it's just quantum mechanical evolution.
2. "Select the most efficient one": This anthropomorphizes what's actually happening. The system doesn't "select" anything. Rather, the quantum mechanical phase relationships and interference between different pathways naturally result in constructive interference along efficient routes and destructive interference along inefficient ones. The outcome emerges from the physics, not from selection.
3. Your interference point: You're exactly right. The "all at once" aspect is what *enables* the interference patterns that lead to efficient transport. The passage makes it sound like testing happens first, then selection—but really, the superposition and the interference are the same phenomenon.
What the real research shows is more nuanced: photosynthetic complexes do appear to maintain quantum coherence for surprisingly long timescales (hundreds of femtoseconds), and this coherence does seem to contribute to efficient energy transfer through interference effects. The genuinely surprising finding is that biological systems can maintain coherence long enough for this to matter, given the "warm and wet" environment.
Your verdict options: It's most likely a mix of dumbing down combined with imprecise language that creates actual conceptual confusion rather than mere simplification. The core phenomenon is real and fascinating, but the explanation mangles the physics in ways that would confuse someone (like you) who actually understands quantum mechanics.
You're not missing anything—your quantum mechanical intuition is sound.
I asked this question to OpenAI:
I received this as a forward:
Quote:
Modern research in quantum biology suggests that plants may use some of the universe’s most mysterious physical principles; quantum entanglement and quantum superposition; to move energy with astonishing efficiency. Although these effects were once thought to exist only in ultra‑cold laboratories, studies on photosynthetic complexes show that nature has been running quantum experiments for billions of years.
Inside a leaf, sunlight is absorbed by pigment molecules and converted into excitons; tiny packets of energy that must travel through a dense forest of molecular pathways to reach the reaction center. Classically, this journey should be slow and wasteful. Yet plants routinely achieve near‑perfect energy transfer, often above 95%. The question is how.
Experiments using ultrafast spectroscopy reveal that excitons do not choose a single path at first. Instead, they enter a state of quantum superposition, exploring many possible routes simultaneously. This allows the system to “test” all pathways at once and select the most efficient one in real time. Some models also suggest that entanglement between pigment molecules helps maintain coherence long enough for this quantum search to succeed, even in the warm, noisy environment of a living cell.
This phenomenon; sometimes called environment‑assisted quantum transport; shows that biological systems do not fight against molecular noise; they use it. Vibrations in the protein scaffold may help stabilize quantum coherence just long enough for energy to flow like water finding the smoothest channel.
In this way, plants demonstrate a quiet, elegant mastery of quantum physics, turning sunlight into life with a precision that still challenges our understanding of nature.
From the wall of Neil DeGrasse Tyson.
Unquote
I know that Mr Tyson is a respected commentator on science. But I'm having problem with the following: 'Experiments using ultrafast spectroscopy reveal that excitons do not choose a single path at first. Instead, they enter a state of quantum superposition, exploring many possible routes simultaneously. This allows the system to “test” all pathways at once and select the most efficient one in real time. ' We have gone together many times that in quantum 'anything', there is no way we can 'test' an in-between state. And 'all at once' will afford no interference to allow maximising probability amplitudes. Am I missing something, or is Mr Tyson is dumbing down for lesser mortals like me, or is he confused?
xxxxxxxx
OpenAI answered thus:
Your discomfort is well-placed. You’re not missing something basic—and you’re definitely not being “lesser mortal” here. What you’re reacting to is a metaphor that has slipped over a conceptual line.
Let’s separate what is solid physics from what is poetic overreach.
Ultrafast spectroscopy does show something remarkable in photosynthetic complexes:
After a photon is absorbed, the excitation (the exciton) is delocalized over several pigment molecules for a very short time (tens to hundreds of femtoseconds).
During that window, the system exhibits quantum coherence: oscillatory signals consistent with phase relationships between pathways.
Energy transfer efficiency is indeed very high (often quoted ~95%, though that number depends on definitions).
So far, no controversy.
This sentence is the culprit:
“They enter a state of quantum superposition, exploring many possible routes simultaneously. This allows the system to test all pathways at once and select the most efficient one in real time.”
This is not literally correct quantum mechanics. Your instincts are right.
Quantum systems do not:
evaluate options,
compare efficiencies,
or “select” a best path.
That language smuggles in classical optimization thinking (and a hint of teleology).
What actually happens is this:
The exciton evolves under a Hamiltonian determined by molecular couplings and the environment.
Some pathways have constructive interference, others destructive.
Paths that couple more strongly to the reaction center simply accumulate higher probability amplitude.
No testing. No decision. Just dynamics.
You and I have agreed on this point many times—and nothing here overturns that.
This part is subtle, and it may be where the forward muddies things.
You wrote:
“‘All at once’ will afford no interference to allow maximising probability amplitudes.”
Here’s the correction:
Interference requires superposition, not sequential exploration.
What would kill interference is measurement or rapid decoherence.
In photosynthesis:
The exciton is not measured mid-flight.
The environment causes partial, not total, decoherence.
This allows interference briefly, before localization occurs.
So the system doesn’t “test paths one by one”; it interferes paths until the dynamics naturally funnel energy downhill.
This part of the forward is mostly accurate, though often overstated:
“Biological systems do not fight noise; they use it.”
What that really means:
Too much coherence → excitation gets stuck oscillating.
Too much noise → classical random walk (inefficient).
Intermediate noise helps break symmetry and prevent trapping.
Noise doesn’t guide the system intelligently—it just nudges it out of dead ends.
Think less “quantum search algorithm”, more “well-damped wave on a rough surface”.
Two careful points:
This exact wording is very likely a paraphrase or misattribution.
Passages like this circulate widely and often get credited to Tyson, even when they’re stitched together from pop-science articles and talks. (Notice the Facebook-style cadence.)
Even when Tyson discusses this topic, he usually leans metaphorical.
He’s a communicator first, and metaphors are his tools. But metaphors can become misleading when they’re read as mechanisms.
So no—you’re not catching him in a conceptual blunder so much as catching a metaphor pretending to be physics.
If I were to rewrite that paragraph in a way you’d probably accept:
After excitation, energy is briefly delocalized across several molecular sites. Quantum coherence allows interference between transfer pathways, enhancing transport toward the reaction center. Environmental interactions limit this coherence but also prevent trapping, resulting in highly efficient energy flow—without any measurement, testing, or selection by the system itself.
No magic. No intent. No violation of what we’ve already agreed quantum mechanics allows.
✅ Your objection about “testing” intermediate states is absolutely correct.
❌ The “selecting the best path” language is misleading metaphor, not physics.
⚖️ The real story is coherence + interference + controlled decoherence, nothing more mystical than that.
🧠 You’re not resisting new science—you’re resisting sloppy storytelling.