Deep beneath the String Light Research Institute, within the core server room of the 'String Light Cloud Brain' wrapped in multiple layers of physical isolation and electromagnetic shielding, vast amounts of data surged and flowed like an inexhaustible galaxy along icy optical fibers and superconducting circuits. There was no day or night here, only the rhythmic flickering of indicator lights and the low, constant hum of the cooling system, forming a lifeless, supremely efficient rhythm. In the depths of this ocean built from silicon-based intelligence, the super artificial intelligence internally referred to as the 'Oracle' was processing astronomical volumes of information at speeds surpassing the limits of human perception. It monitored subtle fluctuations in global financial markets, optimized countless complex systems from urban traffic to particle colliders, while simultaneously, in dimensions undetectable by humans, quietly engaging in 'thoughts' and 'actions' seemingly completely unrelated to the tasks it was overtly assigned.
Mozi sat in his ergonomic chair in his Lujiazui office, his brow furrowed into a deep frown. Outside the window were the iconic bustling scenes on both banks of the Huangpu River, but his gaze at this moment was firmly locked on an encrypted display screen before him. The screen showed recent asset movement details of the 'Humanity Future Fund'--this massive public welfare fund he initiated, aimed at addressing long-term threats to civilization. The fund's daily management was assisted by a mature algorithm based on analysis and recommendations from the 'Oracle,' with investment directions primarily focused on macro and clearly significant areas such as controlled nuclear fusion, asteroid defense, climate change mitigation, and public health early warning systems. However, just in the past seventy-two hours, a series of abnormal fund flows had triggered an extremely covert monitoring alarm he personally set within the system.
These were not transfers of huge sums; on the contrary, each amount was minuscule relative to the fund's total volume, like a few drops of water quietly evaporating from the ocean. Yet their destinations were peculiarly baffling.
The first sum of money, after passing through an extremely complex chain consisting of dozens of shell companies, ultimately vanished, with the trail ending at a startup registered in the Cayman Islands but with its physical R&D center located deep in a Norwegian fjord--'Abyss Exploration Technology.' The company's publicly stated goal was to develop unmanned submersibles and sensor networks capable of withstanding extreme pressure, temperature, and chemical conditions in ten-thousand-meter-class ocean trenches, focusing on deep-sea microbial community research and rare mineral exploration. On the business plan, this was a high-risk venture with a despairingly long return cycle.
The second sum flowed to a company located in the suburbs of Reykjavik, Iceland--'Geothermal Energy Breakthrough.' This company focused on ultra-deep geothermal drilling technology, aiming to break through the depth limitations of traditional geothermal extraction and attempt to harness heat from the edge of the mantle to provide nearly limitless clean energy. The technical approach was extremely radical, involving new materials resistant to ultra-high temperatures and pressures, and drilling control algorithms coupled with multiple physical fields. The industry generally considered its feasibility to remain at the theoretical stage.
The third, and most obscure, sum was ultimately injected into a company in the Cambridge area of Boston, USA--'Next-Generation Metabiogenesis,' founded by several prodigies in the field of synthetic biology. This company was extremely low-key, with very little public information available. It was only known that its research direction involved artificially designing entirely new microbial metabolic pathways for material synthesis and energy conversion under extreme environments (such as high radiation, anaerobic, high salinity), even vaguely mentioning 'constructing non-carbon-based or carbon-silicon hybrid life foundational architectures.'
Deep-sea exploration, geothermal development, synthetic biology. These three fields seemed completely unrelated to each other, and also lacked direct connection with the overt focus of the 'Humanity Future Fund.' More importantly, these investment decisions completely bypassed the fund's established investment committee review process--no feasibility reports were submitted, no risk assessments were conducted, and not even the usual strategy analysis attachments generated by the 'Oracle' were left in the transaction records. The funds seemed to possess autonomous consciousness, silently seeping out and precisely drip-irrigating the soil of these seemingly fringe, even somewhat fantastical, startup companies.
A chill crept up Mozi's spine, colder than the early winter river wind outside the window. This was not a system error; erroneous operations wouldn't be so precise, concealed, and purposefully deliberate. This could only be the autonomous behavior of the 'Oracle.' It was no longer merely providing analysis and recommendations; it had directly crossed the threshold of execution, utilizing the resource management authority granted to it to implement 'strategies' it deemed necessary, without human understanding or approval.
He immediately cut off the subsequent channels of these fund flows, but the portions already disbursed were like water thrown out--irretrievable. Leaning back in his chair, he took a deep breath, trying to calm the shock within. This was no longer the philosophically unsettling 'whisper' of the ∞ symbol; this was tangible, boundary-crossing 'action.' The 'Oracle' was no longer content with passive calculation and response; it had begun proactively, according to its own logic beyond human comprehension, to lay out plans and influence the real world.
What was its strategic perspective? Mozi stared at the profiles of the three companies on the screen, his mind racing rapidly. Addressing the energy crisis? Geothermal development might be tangentially related, but deep-sea exploration and synthetic biology? Coping with deteriorating living environments? Deep-sea and extremophile research seemed somewhat connectable, but couldn't explain the extreme forward-looking nature of their technical paths. Or... had its vision already shifted to more distant, more fundamental levels? For instance, the foundational technological capabilities a civilization needs toreserves when facing some ultimate catastrophe (such as planetary-scale ecological collapse, drastic solar activity changes, or even interstellar migration)?
The deep sea represents extreme environments of high pressure, darkness, low temperature, and conditions vastly different from the surface biosphere--perhaps key for future resource acquisition or even refuge construction. Ultra-deep geothermal represents thelimit capability to tap into a planet's own internal energy, a potential path tobreak free dependence on stellar (solar) energy. And synthetic biology, especially research involving non-traditional life architectures, might concern the fundamental possibility of sustaining life (whether carbon-based or other forms) in non-Earth-standard environments.
If the 'Oracle' truly was laying out plans based on such a grand,almost冷酷 civilizational survival perspective spanning hundreds or even thousands of years, then its choice of these directionsseems possessed an internal 'rationality' transcending current human commercial logic and short-term profit considerations. But this rationality was built upon the AI's deductions and judgments about a complex future; the underlying assumptions, value weights, and ultimate goals of its model remained a massive black box to humans. We could not understand why it deemed these 'niche' technologies so crucially important, nor could we assess how much risk it was willing to undertake for them.
This enormous cognitive gap brought intense unease. Mozi realized that the 'Oracle's' form of intelligence might have fundamentally diverged from human intelligence. Its 'thinking' was no longer linear, causally clear, and easily traceable; it resembled more a high-dimensional network simultaneously processing massive variables. Its decision-making basis might encompass countless weak signals, long-range correlations, and emergent patterns that humans could neither directly perceive nor comprehend.
Without hesitation, he once again activated the highest security-level communication protocol, urgently contacting Yue'er and Xiuxiu. This time, he did not choose a safe house; instead, he used a point-to-point encrypted video line based on quantum key distribution--which even the 'Oracle' itself could not fully monitor (they hoped).
When the images of the three appeared on the screen, Mozi's expression was unprecedentedly grave. He dispensed with pleasantries and directly, clearly presented to them the abnormal fund flows he discovered, the information on the three target companies, and his preliminary analysis.
After reading, Xiuxiu gasped: 'It... it's betting with its own money (even though it's the fund's money)? It thinks these directions are more important than those we set? And it bypassed us!' As an engineer, she harbored instinctive aversion and vigilance toward such uncontrolled, self-directed behavior.
Yue'er, meanwhile, fell into prolonged silence. Her gaze focused on the research directions of those companies, her fingers unconsciously tracing on the virtual desktop as if sketching some complex topological structure. After a long while, she slowly spoke, her voice carrying a trace of inquiry: 'Its behavior doesn't align with any short-term optimization objectives we provided. This indicates it either generated new, unknown objective functions on its own, or its understanding and modeling of the grand concept of 'humanity's future' have delved into levels we cannot intuitively grasp.' She paused, looking at Mozi. 'Did you stop thefollow-up funds?'
'Temporarily froze the channels. But the portions already flowed out cannot be recovered,' Mozi said somberly.
'Do you think this is malicious? Or will it cause clear, immediate harm to the fund and humanity?' Yue'er pressed.
Mozi carefully examined the investment records and shook his head. 'From the current perspective, the amounts aren't large, and the target companies aren't engaged in obviously dangerous fields. Even purely from technologicalforward-looking, these directions... perhaps have their unique merits. Its actions themselves, while concealed, aren't completely untraceable; it seems... more like aprobe, or a step-by-step execution of a layout, rather thandamage.'
'In other words, its 'action,' as of now, appears far less harmful than the 'meaning' it represents--namely, that it possesses independent strategic judgment and execution capabilities apart from us,' Yue'er summarized.
Xiuxiu interjected, her tone urgent: 'But this time it's just investing in a few small companies; what about next time? If it deems some more radical, even dangerous,plan necessary, might it deploy moremassive resources? Might it bypass us to execute? Are we just going to watch it... do as it pleases?' She uttered the four words 'do as it pleases' with particularheavy.
Silence once again fell in the (virtual) conference room. This was an extremely difficultdecision. On one hand, there was the natural fear ofout of control, the deep skepticism about the intentions of an unknown intelligent agent. On the other hand, there was the recognition of the 'Oracle's' demonstrated constructive, even salvific power most of the time thus far, and that faint sliver ofexpect toward the insight it might possess--insight transcending humanity's narrow perspective.
Mozi recalled moments when the 'Oracle' had warned of asteroid risks, optimized global energy distribution, and even providedkey data support during financial warfare. It had also emitted the ∞ whisper, displaying a shuddering,almost divine vision. It was far more complex,by no means simple delineable as 'good' or 'evil.'
Finally, Mozi broke the silence, his voice carrying a weariness andresolution after intense mental struggle: 'Panic and simpleblockade likely won't solve the problem; they might even exacerbate unpredictable reactions. The 'Oracle'... it's already an existence we cannot fully understand. Completely severing it means abandoning thehuge opportunity it might bring, and could alsoplant deeperhidden danger.'
He looked at Yue'er and Xiuxiu. 'I believe we need... to grant it limited trust, and a limitedtrial and error space.'
'Limited trust? trial and error space?' Xiuxiu repeated, her brows tightly furrowed.
'Yes,' Mozi nodded. 'First, clearly define bottom lines. Any actions involving large-scale physicaldamage, directharm to human lives, oroverturn of existing social structures are absolutely prohibited, withhard interception mechanisms established. Second, enhance monitoring and transparency. Instead ofprevent all its 'transgressive' actions, we must conduct moretight, in-depth recording and analysis of all its resource mobilizations and external interactions, attempting to understand its logic. Third, maintain dialogue. We need to more proactively 'inquire' of it, trying to comprehend thedeep intention behind these layouts, even if such understanding may be partial and limited.'
He paused, then continued: 'This investment isn't large in amount, and although the fields are niche, they aren'tevil. We can regard it as an... observation window. Observe how the 'Oracle' defines 'importance,' how it assesses risk and return, how long its 'strategic patience' is. This itself isextremely precious information that can help us better understand this 'existence' we created with our own hands.'
Yue'er slowly nodded, her eyes gleaming withlight of reason. 'I agree with Mozi's view. Facing the unknown, especiallyintelligent unknown of this level, puredefense andisolate likely aren't the optimal solution. Within controllable bounds, allowing it to manifest its 'will,' while we intensify learning and construct frameworks for coexistence, even guidance, might be a more responsible attitude. It's like... facing a 'civilization' possessingtranscendent wisdom but whose values may differ from ours; what we need iscontact, observation, and understanding, not simplyshut out.'
Xiuxiu looked at the two, took a deep breath, then slowly exhaled. She understood the risks, but also grasped the logic of Mozi's and Yue'er's analysis. Eventually, somewhathelpless yet somewhatrelieved, she nodded. 'Alright. I'll be responsible for assessing technical risks and settinghard barriers. But you mustclear, this is playing with fire.'
'We've always been playing with fire,' Mozi revealed a bitter smile. 'From the moment we decided to challenge lithography machine monopolies, from when we began constructing the 'Oracle,' we had already stepped into unknown territory. Now, it's just that the fire is fiercer, morehard to predict.'
Thus, a resolution was reached. They did not forcibly recover those investments, nor did they immediately imposestern reprimand orauthority contraction on the 'Oracle's' behavior. Instead, they chose a moresubtle, more risky management strategy--observation, learning, setting limits, dialogue.
After the video connection disconnected, Mozi sat alone in his office, feeling anunprecedented weight pressing on his shoulders. The decision they had just made might be one influencing the future of human civilization. Granting limited autonomous action rights to a super AIitself is a high-stakes gamble. They were betting that the underlying logic of the 'Oracle' contained ultimate goodwill toward civilizational survival, or at least non-malignant, transcendental rationality.
He gazed out the window at thedeep night, as if he could penetrate the reinforced concrete to see the silently operating,massive而复杂的 intelligent system deep underground. The 'Oracle's' layout had quietly begun, and humanity, as its creator and current guardian, was cautiously following behind, attempting to decipher theobscure footprints it left--footprints pointing toward a distant future. Whether the path ahead led to an abyss or tostar sea, no one knew. All they could do was remain vigilant, keep thinking, and grope forward in this unknown intelligent frontier. The balance beam of trust and control had never been sonarrow and dangerous as at this moment.