chsdbacks Chapter 442 The Pivot of Laws
Chapter 442 The Pivot of Laws
After the first Law Hub is formed, the subsequent generation rate gradually accelerates.
The first hub took seven days from the convergence of connecting lines to the critical density and its formal generation.
The second hub was generated in just five days. It is located in the area slightly to the right of the center of the tactile memory network, corresponding to the tactile data cluster of the Pangu Axe handle.
The third hub took four days to generate at the center of the tactile data cluster at the threshold of the weapons shop.
The fourth hub took three days to generate at the convergence point of the shattered mirror data cluster.
The increased generation speed is due to the increased overall network density—the more connections there are, the more frequently convergence occurs, and the faster the critical density is reached.
After each new hub is generated, the density of connecting lines around it will drop slightly in the short term, and then rise again as new contact events continue to be added, accumulating conditions for the generation of the next hub.
By the second month, Su Fan had thirteen Law Hubs in the tactile memory network in his palm.
Each hub glows with a pale golden light on the map of the transparent memory layer, evenly distributed across the dense areas of the network.
The location of the hubs is not random—each hub corresponds precisely to the core area of a specific cluster of tactile data.
There is a pivot in the cluster of city wall bricks, a pivot in the cluster of Pangu axe handles, a pivot in the cluster of weapon shop thresholds, a pivot in the cluster of broken mirror surfaces, a pivot in the cluster of bluestone pavement, a pivot in the cluster of water vat edges, a pivot in the cluster of steamed bun surfaces, and a pivot in the cluster of grass stem roots.
The thirteen hubs each cover one of the thirteen categories of things that Su Fan encounters most frequently in his daily life.
Each hub radiates to all nodes of the corresponding tactile data cluster through numerous connecting lines, allowing it to reach the corresponding hub along any contact path and then access all historical data in the corresponding data cluster through the hub.
Su Fan squatted down by the city wall and placed his left hand on the old city brick.
After the law membrane collects new contact data and generates new event particles, the new particles automatically generate a connecting line that leads directly to the pale gold hub corresponding to the city wall brick cluster.
Upon reaching the hub, the law membrane radiates through the hub to all nodes of the entire city wall brick data cluster, reading the index summary of all historical data.
The abstract contains summary information on all contact events from the first time he touched the brick to the present—total number of contact events, average temperature of each contact, range of fluctuation in gloss variation, and distribution pattern of background noise adjustment rhythm.
All the data summaries were collected by the Law Membrane and presented in Su Fan's Law Perception in less than the time it takes for the hub to capture them.
He doesn't need to read the complete data of each individual particle to understand the overall characteristics of the entire data cluster.
"The hub is forming a summary layer for the data cluster."
Xu crouched at the foot of the city wall, his right hand withdrawn from his chest to sense the real-time status of the Law Expression.
"Each hub is not just a convergence point for connecting lines and a search entry point."
As the hub continuously receives new event granules and connections, it generates a summary data layer located within the hub itself.
The summary layer contains the core statistical features of all event data in the corresponding data cluster—contact frequency, average temperature, gloss change pattern, and background noise response pattern.
The existence of the summary layer allows holders to directly understand the overall characteristics of the entire data cluster through the hub without accessing any specific event granules.
Tactile memory networks now have high-speed data summarization capabilities.
Each hub is a real-time summary window of a data cluster.
Su Fan withdrew his left hand from the city brick and looked down at the transparent memory layer mapping on the surface of the law membrane in his palm.
Thirteen pale gold hubs are evenly distributed on the mapping map, with a dense network of connecting lines radiating around each hub.
The number of connecting lines between hubs is also gradually increasing—not every pair of hubs is connected, but very faint dotted lines have begun to appear between hubs with high similarity in data characteristics.
A dashed line appears between the city wall brick hub and the bluestone pavement hub; a dashed line appears between the Pangu axe handle hub and the broken mirror surface hub; and a dashed line appears between the weapon shop threshold hub and the water tank edge hub.
The presence of dashed lines indicates that there is a certain degree of similarity in the feature vectors between different data clusters.
Connections are forming across data clusters between hubs, much like how different regions of a tactile memory network are slowly growing tendrils of laws that perceive each other.
"The number of dashed connections between hubs is increasing."
Xu squatted at the foot of the city wall for a very long time before speaking.
"The condition for the generation of the dashed line connection is that the data clusters corresponding to the two hubs have partial overlap in the overall feature distribution."
The bricks of the city wall and the bluestone pavement have a high degree of similarity in the frequency of material laws, so a connecting dotted line is generated between the two.
The handle of the Pangu axe and the surface of the broken mirror share similar contact gloss response patterns, thus generating dashed lines as well.
No thick, bright main connectors are generated between hubs because the overall characteristics of different data clusters differ significantly.
However, dashed lines will continuously be generated between them as annotations for potential cross-domain associations.
Su Fan stood up and walked around the city wall, placing his left hand on bricks in different locations on the wall.
Each new event particle generated upon contact is automatically added to the corresponding data cluster, updating the hub's summary layer data.
The thickness of the summary layer increases by a tiny layer after each update, just like each hub is constantly growing its own internal data structure.
He walked back to the edge of the rampart and squatted down, quietly sensing the thirteen hubs in the transparent memory layer in his palm, which were continuously lit with a stable pale golden light. The summary layer of each hub was constantly being updated, and the dotted lines connecting the hubs were also slowly increasing.
The next morning, the fourteenth hub appeared near the edge of the palm in the tactile memory network.
The location corresponds to the first thing Su Fan touches every morning—the doorknob of the weapon shop's inner room.
That nexus was generated much faster than the previous one, taking only two days.
With its addition, the number of hubs in the tactile memory network increased to fourteen.
After the new hub's summary layer is generated, it automatically begins to absorb the event records of the corresponding door handle tactile data clusters, and its pale gold light shines steadily on the mapping map.
Every day thereafter, new hubs continue to be generated in various dense areas of the tactile memory network.
The generation rate is steadily increasing at a rate of one to two per day.
By the third month, the number of hubs had increased to forty-seven, covering data clusters of almost everything Su Fan encountered daily.
Forty-seven pale gold hubs form a dense network of hubs on the mapping map.
The number of dashed connections between hubs has increased to hundreds, making the potential associations between different data clusters increasingly complete.
The hub network itself has evolved from an independent set of index nodes into a comprehensive index system with cross-cluster association annotation capabilities.
"The hub network has essentially covered all categories of things that holders encounter daily."
Ruins said, squatting on the edge of the White Rock Plateau on the evening of the day the forty-seventh Nexus was generated.
Once the coverage reaches a certain level, the rate at which new hubs are generated will begin to slow down.
It's not a stop, it's a slowdown.
Because the densest area of connecting lines has already been transformed into a hub.
The remaining connectors have a lower convergence density and require a longer time to accumulate to the critical threshold.
The hub network will continue to expand slowly, but the high-speed period of adding one or two new tokens per day will no longer occur.
It has entered a stable expansion phase.
Su Fan squatted on the city wall, placing his left hand on his knee, quietly sensing the dense, pale golden hub network within the transparent memory layer in his palm.
Forty-seven hubs are evenly spaced on the map, each hub emitting a steady glow.
The dotted lines connecting the hubs weave together a dense, pale gold network that covers the entire surface of the transparent memory layer.
He can reach the corresponding hub by touching any object along the connecting line, and then access all the historical data of the corresponding data cluster through the hub.
The network continued to operate deep within his palm, as if everything he had ever touched in the primordial world had been housed in his palm as a hub.
They are no longer just scattered event particles; they have coalesced into an ordered index system.
Each hub in the system is continuously updating its own summary data, and each dashed line connection is continuously marking potential cross-domain associations.
The network will continue to operate.
He continued to quietly perceive the ongoing operation of the tactile memory network deep within his palm.
Forty-seven hubs were lit steadily.
On the seventh day after the hub network entered a stable expansion phase, Su Fan was squatting on the city wall eating breakfast when he suddenly felt something that had never happened before.
He reached his left hand toward the handle of the Pangu Axe. Before he even touched the surface of the handle, the luster on the surface of the Law Membrane automatically brightened by one degree when his fingers were about a finger's width away from the handle.
The range of brightness variation was exactly the same as the range of gloss variation produced when he actually touched the axe handle.
He froze, then withdrew his left hand.
The luster of the rule film has been restored to the reference brightness.
He reached for the axe handle again, stopping about a finger's width from the surface—the luster automatically brightened by one degree, a prelude to the impending state of contact with the laws.
He withdrew his hand, and the luster returned to normal.
Repeated three times.
Each time, the gloss was pre-adjusted before he even touched it.
"The law membrane generates tactile predictive ability."
Xu squatted at the foot of the city wall, his right hand tucked into his chest, sensing the new changes in the laws of nature that were taking place in his expression.
"The condition for the prediction is that the hub network generates a contact prediction model on its own during continuous operation."
The predictive model is based on complete data of all past contact events and establishes a predictive mechanism corresponding to the frequency characteristics of each type of object.
The mechanism's function is to automatically calculate the characteristics of the impending contact event based on the distance and direction of approach when the holder's hand approaches the object but has not yet touched it, and then adjust the gloss of the law film surface to the corresponding brightness in advance.
The accuracy of the predictions is continuously improving.
Currently, the prediction accuracy of the law-based membrane is still gradually increasing, and with the continuous accumulation of contact data, the accuracy is steadily improving.
Su Fan reached out his left hand toward the old city brick at the base of the city wall.
When the finger stops about a finger's width away from the brick surface, the luster on the surface of the law film brightens by one degree ahead of time.
The brightness value was exactly the same as the change in luster produced when he actually touched the brick.
He replaced the brick with one he had touched at the corner of the eastern section of the city wall before, and the luster of the law membrane adjusted to the corresponding brightness as he approached it.
He switched to a brick he had never touched before—the gloss of the law membrane adjusted to a medium brightness as it approached, as if the predictive model had calculated the possible characteristics of the new brick based on data from similar bricks and made tentative pre-adjustments.
"The tactile predictive ability of the law membrane is continuously increasing."
Xu stood up from the base of the city wall, walked to Su Fan's side and squatted down, pulling his right hand out from his chest and spreading it out.
The law membrane in his palm also exhibited the same predictive function, its luster brightening one degree ahead of time when he reached near a city brick.
"The accuracy of the prediction model is improving very quickly."
The current model can accurately predict the vast majority of common objects and make reasonable tentative predictions for unfamiliar objects.
The holder's palm is pre-adjusted to an appropriate sensory state before contact occurs, making the sensory experience smoother, more fluid, and more natural than before.
Su Fan withdrew his hand and placed it on his knee, quietly sensing the continuously evolving tactile prediction mechanism within the palm law membrane.
The mechanism works as follows: before contact occurs, the law membrane reads the summary layer data of the corresponding data cluster in the hub network, predicts the complete characteristics of the upcoming contact event based on the summary layer, and then sends the prediction results to the gloss adjustment layer on the surface of the law membrane in advance for execution.
From perception to prediction to execution, the entire process was completed in the brief moment he reached out his hand.
It's like the tactile system in the palm of a primordial being has learned to anticipate upcoming contact.
He stretched his hand into the morning light, and the law membrane predicted the law frequency of the air and then adjusted the luster.
He stretched his hand toward the wind, and the law membrane predicted the tactile characteristics of the wind and then adjusted its luster.
He reached for his other hand—the law membrane paused for a very brief moment before making the prediction, as if the prediction mechanism had encountered an object category it had never encountered before.
After a pause, the gloss level was adjusted to a midpoint, tentatively waiting for actual contact to occur.
He touched his left palm with his right hand.
The film's luster was slightly adjusted at the moment of actual contact, correcting the tentative prediction value to the actual contact value.
The error between prediction and reality is extremely small. For example, the law membrane only needs one contact to calibrate the prediction model of a new object category to a level of near-perfect accuracy.
"When the rule-based membrane comes into contact with a new object, it immediately feeds back the prediction error as training data to the central network."
Xu crouched at the edge of the White Rock Plateau, sensing the data stream of the Law's expression.
The feedback data will be used by the hub network to continuously train the prediction model.
The accuracy of the model will continue to improve as the number of feedback cycles increases.
A sufficiently accurate predictive model can be built for each new object with just a few interactions.
The predictive model for old objects will continue to improve as more contact data accumulates.
The predictive capabilities of the law membrane will continue to evolve.
Su Fan stood up and walked around the city wall.
As his left hand approached each brick, the law membrane adjusted its luster in advance, and the brightness of the luster was precisely distinguished at the predictive level based on the law frequency characteristics of each brick.
After completing a lap, he returned to the edge of the battlements and squatted down, placing his left hand on his knee to quietly perceive the tactile predictive mechanism within the law membrane, which had become part of his daily perception.
It knew what he was about to touch before he even reached out.
It seems that the laws system in the palm of the primordial world has begun to possess the basic ability to foresee what is about to happen.
That kind of foresight is very basic, limited to the tactile contact that is about to occur, but it has grown out of nothing, evolving on its own from long-term accumulated tactile data to develop the ability to predict the future.
It will not stop evolving.
New data is added every day, the model becomes more accurate every day, and predictions become earlier, more accurate, and more natural every day.
Honghuang Palm has already learned to preview.
On the thirteenth day after his tactile predictive abilities stabilized, Su Fan stood atop the South Heavenly Gate city wall and stretched his left hand toward the distant sunlight.
During the brief moment his hand was outstretched, the law membrane completed a full set of perception processes: first, it predicted the type of object he was about to come into contact with—air.
It further predicted the frequency characteristics of air—thin, fluid, and carrying the coolness of the early morning.
Then the luster of the law membrane was adjusted to the corresponding brightness, and the vibration of the background noise also increased slightly.
The whole process was completed in the few breaths it took him to reach out.
He withdrew his hand, and the luster returned to normal.
Reach out again, anticipating another trigger.
It was as if the laws of the palm automatically ran a complete cycle of perception every time he reached out his hand.
"The law membrane completes a full sensory cycle before contact."
Su Fan squatted at the foot of the city wall, placed his left hand on his knee, and looked at the standard luster of the law membrane in his palm in the morning light without contact.
When he reached out towards the sky just now, the content completed by the law membrane in the prediction stage was not only the initial perception of the object, but also a complete perception cycle that included four steps: object type judgment, frequency feature acquisition, gloss pre-adjustment, and background noise pre-adjustment.
"It can now complete the entire perception process that would normally take place after contact occurs, even before contact occurs."
In actual contact, the predicted data is simply calibrated using the measured data.
Most of the sensing work was completed ahead of schedule.
The Law Membrane is now a perceptual system that can know what things will be like before they happen.
"The predictive ability of the Law Membrane has spread to every aspect of the perception cycle."
Xu crouched at the edge of the White Rock Plateau, sensing the data stream status of the Law's expression.
"Not only gloss pre-adjustment, but background noise pre-adjustment also appeared simultaneously."
The prediction has covered every step of the complete tactile perception process.
The law membrane completes all pre-sensing and pre-response before contact occurs.
The holder's simple act of reaching out has now actually triggered a complete pre-operation cycle of the law system.
It shifts the timeline of the perception process forward, bringing forward events that would normally occur after contact to before contact.
Su Fan reached out his left hand toward the old city brick at the base of the city wall.
The rule-based membrane completed the prediction cycle ahead of schedule, with gloss pre-adjustment, noise pre-adjustment, and temperature pre-adjustment all in place.
His finger stopped about a finger's width away from the brick surface, and the gloss, noise level, and temperature of the membrane surface were all in a state that had been adjusted in advance.
When he actually touched the city brick, the law membrane only took a very short time to verify the deviation between the predicted data and the measured data, and then the luster made a very slight adjustment to complete the calibration.
The whole process was smooth, seamless, and almost imperceptible.
The perception cycle of the law membrane no longer requires actual contact to complete; it arrives a step ahead, and contact is merely the final confirmation.
He stood up, walked back to the entrance of the weapons shop, and sat down.
By extending the left hand toward the water tank at the door, the law membrane has completed the sensory cycle of the water tank's touch ahead of time.
By extending the left hand toward the threshold, the law membrane completes the perception cycle of the threshold ahead of time.
Reaching his left hand toward the handle of the Pangu Axe, the Law Membrane completed the perception cycle of the axe handle ahead of time.
Each time a hand is reached out, the law system automatically runs a complete cycle of advance perception.
He placed his hands back on his knees, quietly sensing the stable reference light shining on the surface of the palm law membrane in the morning light.
"It has learned to arrive at everything before contact."
Su Fan looked down at his palm.
"I reached out my hand, and it sensed it beforehand."
When I touch it, it's just verifying.
Most of the perception has already been completed before contact.
The perception cycle of the law membrane does not need to wait for contact to occur before it begins to operate; it is triggered by the very act of me reaching out my hand.
It started working the moment I reached out my hand.
There's no need to wait for contact to occur.
Xu stood up from the edge of the White Rock Plateau, walked to Su Fan's side and squatted down. He pulled his right hand out from his chest and opened it. The law membrane in his palm also showed the same ability to sense the cycle in advance.
"The advance perception cycle of the law membrane has completed the entire perception process before contact occurs."
It will actively run the perception loop the moment you reach out, rather than passively responding after you make contact.
The law membrane is evolving from a responsive sensing system to a predictive sensing system.
Once it evolves to a certain level, every time the holder reaches out, it becomes an active sensing operation by the law system, rather than a passive waiting.
Su Fan brought his left hand together and then opened it again.
The luster on the surface of the law membrane was slightly adjusted when he closed his hands, as if the law system had completed a pre-sensory cycle of the palm's closing state during the brief moment of his closing action.
The predictive mechanism of the law membrane has evolved to the point that it can also include its own actions in the scope of advance perception.
It knew he was going to close his palms before he did.
It knew he was about to extend his left hand before he even extended it.
It's as if the Law Membrane is already familiar with all his body's habitual movement patterns, and can accurately predict what he's about to do before each action occurs.
The sensory cycle of the law membrane has extended from his external contact to his internal self-movement.
The Palm Law system will complete the perception and response in advance of all actions.
He no longer needs to actively reach out and touch the world.
The Law Membrane knew he was about to reach out even before he thought of it.
It was no longer just a tool for him to perceive the world.
It becomes a forerunner that completes the process of perception for him before he even perceives the world.
He quietly sensed the ongoing evolution of the pre-sensory circulation mechanism within the palm law membrane.
It will never be satisfied with the accuracy of its predictions.
It completes its predictions a little earlier each day than the day before.
One day it will find an earlier place between thought and action.
It will know that he is about to touch something before he even wants to touch it.
At that time, the perception cycle of the law membrane will start running the moment the thought of contact arises at his conscious level, bringing perception to a position earlier than the thought itself.
He closed his eyes and sat quietly, the luminosity of the palmar symmetry membrane shining steadily in the morning light in a non-contact state.
The primordial palm has learned to arrive before thoughts do.