Sungat Arynov

Sungat Arynov

Technical Director

Parables: How to Cultivate Humanity in the Age of Algorithms. Continuation.

About Two Judges and a Bell

In one city, there were two judges. The first was stern and said, "Law is law. Break it - face punishment, and there is no forgiveness for you." The second was gentle and said, "We all make mistakes. I will forgive everyone, for mercy is higher."

People did not know whom to turn to. Then an old master brought them a bell with two tongues. "The first tongue is iron, its strike is firm and clear. This is justice. The second tongue is copper, its sound is deep and healing. This is mercy. If you ring only the iron, the sound will be sharp and frightening. If only the copper - dull and unclear. But together they create a pure and far-reaching chime."

Since then, the judges began to hear cases together. The iron tongue determined guilt and the measure of compensation. And the copper tongue provided an opportunity for redemption and return to the community, but only after the sound of the iron had faded.

Meaning: Justice and mercy do not contradict each other, but complement each other, like the two tongues of one bell. First, order and law (consequences) are restored, and then the door for forgiveness and healing of the heart is opened.



About the Man Who Wore Another's Skin

There once lived a man known for his arguments. He always won by finding weak spots in his opponent's words. One day he met a hermit who told him, "Before you object, wear the skin of the one you are arguing with. Walk in it, feel its weight and seams."

At first, the arguer just laughed. But one day, preparing to break his neighbor's arguments, he tried. He did not just retell the neighbor's words but tried to feel the fear behind them. When he began to speak, he said, "Am I right in understanding that you fear this decision will deprive your family of the security you have built for so long?" The neighbor, hearing his true concerns expressed aloud, was surprised and nodded, "Yes... exactly."

And the argument disappeared. A dialogue was born.

Meaning: A sincere attempt to understand and accurately express another's position ("wear his skin") does not weaken your position but turns a destructive argument into a constructive search for a solution. It neutralizes conflict at its inception.
 

About the River and the Well

There lived two tribes. One settled by a fast river and took water from it without count, discharged waste, and the river became shallow. The other tribe dug wells. Every day they cleaned them, ensured the water did not escape, and took only as much as needed for life.

When drought came, the river dwindled to a stream. The tribe by the river began to suffer. But those who dug wells found water deep underground and shared it with their neighbors.

The elders said, "The river seemed like a gift that is always with you, and it was not valued. The well is labor, and it is cherished. Amanat is not ownership, but the ability to see the source of life and preserve it, like a well, not deplete it, like a river."

Meaning: Responsible stewardship (amanat) over resources requires awareness and effort. What seems like an inexhaustible gift (like a river) can be ruined by carelessness. What requires effort (like a well) is valued and preserved for future generations.


About the Sword That Became a Bridge

A warrior had a sword forged from the purest steel. He only knew that the sword was needed for battle. After a great war, when the enemy was defeated, the warrior stood on the edge of a deep chasm separating his lands from the lands of the vanquished. Hatred called him to return and finish off the weakened enemy. He gripped the sword's hilt but heard the cries of women and children on the other side of the chasm.

And then he did not sheathe the sword. He thrust it blade-first into the rock on his shore and laid it across the chasm. The hilt rested on the opposite shore. The steel, tempered for killing, rang under the wind, becoming a bridge.

People were able to cross to each other. And the sword, bearing the notches of past battles, reminded everyone: "The strength that protected us now serves our reconciliation. It has not forgotten its history but has chosen a different future."

Meaning: True strength knows how to transform. Protective strength, having fulfilled its immediate task (to stop harm), should become the foundation for restoration (a bridge), not a tool of revenge. Its goal is to make itself unnecessary as a weapon.



About the Map of Golden Dots

A wealthy merchant sought craftsmen to make the most beautiful vase for him. He found potters whose products were cheap and beautiful. But one day he met an old master who showed him a map. It marked not a place with gold, but many dots: clay was extracted where miners worked honestly; glaze was prepared where chemists had clean workshops; and painting was done in a village where children went to school, not worked in workshops.

"My vase costs more," said the master. "Because its price includes not only my art but the dignity of every person on this map. The strength of the vase is in the justice of its birth."

The merchant was initially skeptical but bought the vase. And when all other vases eventually cracked or faded, this one shone as if it had absorbed the light of all those honest hands that created it.

Meaning: Justice is not an abstraction. It is a "map of golden dots" - a chain of mutual respect and fair working conditions. A product created in such a chain possesses genuine, intangible value and durability that cannot be faked.



About Two Gardens and One Source

Two brothers inherited plots of land with a common source. The elder, decisive, built a huge dam and led channels to all the plants. "Now I control every drop!" he said. But some plants died from excess water, others from thirst, for he did not know their true needs.

The younger brother did differently. He merely cleared the stream's course, allowing the water to flow naturally. Around each plant, he created small earthen ridges with his hands, directing water precisely to its roots when needed. He asked the land, "What do you want?" and planted where it was ready to accept the seed.

When drought came, the elder brother's dam cracked under pressure, and the water seeped into the sand. The younger brother's garden thrived because each plant learned to drink sparingly, and the ridges retained every precious drop of dew.

Meaning: True amanat (stewardship) over a resource is not total control from above (dam), but wise management at the lowest level (ridges at the roots). Subsidiarity allows the resource to flow naturally, and local knowledge to distribute it with maximum efficiency and frugality.



About the Potter and Two Clays 

There lived a potter famous for vases of incredible strength. The secret was in his clay: he took the best, pure clay, and discarded lumps with impurities. One day, a crack formed in his kiln, and the heat began to escape. All his beautiful vases, unevenly fired, cracked.

The potter sat in despair by the pile of "defective" clay. And then an old beggar, whom he always drove away, said, "These lumps with sand and stones withstand any heat. They are not pretty, but strong. Patch the crack with them."

The potter listened. He kneaded the rejected clay and patched the kiln with it. The fire raged, but the crack held. From then on, the potter learned to mix clays, creating even stronger products. He realized: what seems like a "weakness" (impurity), in other conditions becomes a strength. And there is dignity even in a lump of clay thrown at one's feet.

Meaning: Dignity and value are inherent in everyone, even those society considers "flawed." Inclusion of the vulnerable is not just pity, but recognition that their unique experience ("ability to withstand heat") can become the key to the strength of the entire community in times of trials.

 

About the Master Who Gave Away His Needles 

In a village of talented tailors, a famine occurred. Neighboring lands were deserted. One day, strangers in tattered clothes appeared on the outskirts. Locals were afraid and said, "Let’s drive them away, they will take our jobs and bread."

But the most respected master went out to them not with a sword, but with a basket of needles and spools of thread. "I will not give you ready-made clothes," he said. "But I will give you tools. I will teach you our craft. And the first order you complete will be yours."

Soon the village turned into a city of craftsmen. The newcomers brought with them new patterns and styles that customers loved. Trade flourished. Locals realized: basic right is not a handout, but the opportunity to work. And integration is not assimilation, but an exchange that enriches everyone.

Meaning: A dignified approach to migrants and refugees is not just humanitarian aid, but providing tools and the right to work. This turns them from a burden into an asset, strengthening the entire community through a diversity of skills and cultural exchange.



About the Mirror and the Lantern 

A sage created two devices. The first he called a Mirror. It reflected the world with ruthless accuracy, finding all patterns and weaknesses. The second he called a Lantern. It shone ahead, illuminating the path, but its light depended on the hand that held it.

The sage gave the Mirror to the ruler. Looking into it, he saw only statistics, efficiency, numbers. He began to make decisions that were ideal from a logical standpoint, but cold and inhumane.

Then the sage took the Lantern and directed its light onto the Mirror. And in the reflection appeared not only "what is," but also "where to go" and "who might be blinded or burned by this path." The ruler's decisions gained purpose and compassion.

Meaning: AI and algorithms are a powerful Mirror, reflecting data. But without human oversight - the Lantern of conscience, purpose, and ethics - they can lead to inhumanly "optimal" decisions. The prohibition of systems that "optimize harm" is the rule to never extinguish the Lantern, relying only on the Mirror.

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