'Thank you for coming,' Sandoz said.

Candotti nodded once and then again, as though confirming something, and left quietly.

4

ARECIBO, PUERTO RICO:

MARCH 2019

When the solution came to him, Jimmy Quinn was shaving, stooped over to see into a mirror hung, inevitably, too low to reflect his head. Most of his best ideas were like that. Sometimes, they occurred to him in the shower, crouched down trying to get his head under the water. He wondered if contorting his neck increased blood flow to his brain somehow. Anne Edwards would know; he'd have to ask her the next time he was over there for dinner.

This particular idea had taken its own sweet time in arriving. Jimmy had promised Peggy Soong that he'd find some way to balance the interests of the employees and the owners of Arecibo, but he'd come up dry. And that surprised him because he was generally able to find ways to please himself and, at the same time, to please his parents, his teachers, his buddies, his girlfriends. It wasn't that hard, if you put yourself in the other person's place. Jimmy liked to get along with people. So far, however, he'd found that the only way to get along with the Japanese management of the Arecibo Radio Telescope was to be quiet and do exactly as he was told.

His position at the dish was about as low as it could be, among the scientific staff. Whenever the telescope wasn't being used for something serious, Jimmy ran the standard SETI routines, monitoring the skies for alien radio transmissions. You could tell how low a priority the Search for Extraterrestrial Intelligence had become simply by noting that it was Jimmy who got stuck with the job. Most of the time, though, he processed requests to collect radio signals from targeted coordinates. A light astronomer would see something interesting and ask Arecibo to check out the same region of the sky so the two types of observations could be compared. Automated as Arecibo was, some actual real live person still had to receive the request, schedule the use of the dish, see that the work was done, take a look at the results and route the data back to whomever'd asked for it. It was not exactly secretarial; it wasn't Nobel Prize stuff either.

So the question was, why spend money on a first-rate vulture like Sofia Mendes when a perfectly adequate hack could automate his job for less?

After his master's at Cornell, Jimmy got the Arecibo job because he was willing to work cheap, because he'd been shrewd enough to study both Japanese and Spanish, and because he had some strengths in both light and radio astronomy. He loved his work and he was good at it. At the same time, he could see that much of what he did was amenable to automation. He understood that Masao Yanoguchi was under the gun to bring down costs at the dish because the lunar mining program looked like it was going to be a washout after all and the surest way to cut costs was to eliminate human beings from the process.

Yanoguchi had managed the Arecibo operation ever since ISAS, the Japanese Institute for Space and Aeronautical Science, purchased the radio telescope from the U.S. government. Arecibo was a frill, in the larger context of Japan's space industry, but Jimmy knew that there was vast Japanese satisfaction in owning it. Twice, the United States had attempted to force Japan to play by the West's rules with a decisive move to block Japan's access to raw materials and markets. Twice, the U.S. was stunned by the explosive reaction: the conquest of Asia in the first instance, the conquest of space in the second. And this time, there'd been no fatal mistake, like not bombing the shore facilities at Pearl Harbor.

Jimmy had taken a couple of courses in Japanese culture and he tried to apply what he learned but even after working at the Arecibo dish for almost a year, he found it hard to think of the Japanese as wild gamblers. And yet, his professors insisted, their entire history proved they were. Time after time, the Japanese had risked everything on a titanic throw of the dice. The horrific consequences of that single mistake at Pearl Harbor had made them the world's most calculating, meticulous and painstaking gamblers, but gamblers nonetheless. Westerners who understood this, one prof had commented in a wry aside, could occasionally propose a crap game and win.

Jimmy cut himself when the idea came at last, and laughed out loud and danced a little while he dabbed at the blood. Masao Yanoguchi was not going to fire him, at least not right away. Peggy the Hun would not eviscerate him and might even give him some credit for brains. He might get Sofia Mendes as his vulture, and he thought Emilio would be pleased. And hell, now that he thought of it, he might even have a topic for a doctoral thesis.

'You've done it again, Quinn,' he crowed to his bloody reflection and finished up quickly in the bathroom, anxious to get to the dish.

'Come in, Mr. Quinn.' Masao Yanoguchi waved Jimmy through his open office door. 'Please, have a seat.'

They each played the other's game: Yanoguchi, the friendly American-style boss; Quinn, the proper Japanese employee, uncomfortable sitting in the presence of a superior, letting his nervousness show. They chatted for a few minutes about the World Cup game coming up, but eventually Jimmy came to the point.

'Dr. Yanoguchi, I have been thinking about the AI program,' Quinn began. 'I know my job is pretty mechanical and I understand that it makes good business sense to automate what I do, so I've begun thinking about going back to school for a Ph.D., and it occurred to me that you and ISAS might be interested in the topic I hope to use for my thesis.' Jimmy paused, brows up, looking for permission to continue. Yanoguchi nodded, apparently relieved that Quinn was not there to fight. Pleased with the sincerity of his own performance, Jimmy warmed to his topic. 'Well, sir, I would like to attempt a little pilot project, a comparison of an AI astronomy program with the human subject it was based on. I'd like ISAS to use a first-rate AI analyst to develop the program. Then I'd do a side-by-side comparison of the program's data handling with my own, for perhaps two years.' Yanoguchi sat up a millimeter straighter. Jimmy smoothly amended his proposal. 'Of course, a year or even six months might be enough, and then I could work up a grant proposal. I might be able to come back to work here, on grant money, later on.'

'Mr. Quinn,' Yanoguchi said at last, 'it could be argued that the results of such a comparison would be suspect because the subject held back critical information.'

'Yes, that's true, sir. But that might be true of anyone who resented being the subject of an AI analysis, sir. I'm sorry, Dr. Yanoguchi, but it's common knowledge that most people do hope the programs will fail. I think that the use of a really good AI analyst would mitigate the possibility that the subject is holding back. Plus, since I'd be using the data myself in my thesis research, I'd have a personal motive to make sure the results were reliable.' Yanoguchi said nothing but he didn't exactly frown, so Quinn continued. 'It seems to me, sir, that it might be in ISAS's interests to have some kind of hard comparative data, to judge each AI program, wouldn't it? To see if a program misses things that humans pick up? And if that's not so, then the Institute can go on using artificial intelligence to eliminate low-level jobs like mine, knowing that it's truly as competent as the people it was based on. It's just one more aspect of the system that could be nailed down properly, sir.' Jimmy waited a few moments and then said thoughtfully, 'Of course, it's just a little pilot project. If it doesn't work out, you'll only have gambled six months' extra salary for me. If it comes to something, it would reflect well on Arecibo…'

And on Masao Yanoguchi. Who said nothing. Jimmy forged ahead.

'If you have no objection, sir, I wonder if we could get Sofia Mendes to do the analysis. I've heard she's very good and—'

'Very expensive,' Yanoguchi pointed out.

'But I have a friend who knows her and he says she might be willing to do the project for the publicity. If her program beats me, her broker could use that to command higher fees. Maybe we could work something out with him. If she wins, ISAS could double the usual fee?'

'And if she loses, the broker gets nothing?' suggested Masao Yanoguchi thoughtfully.

It's worth considering, Jimmy urged Yanoguchi mentally. Very little downside risk. Take a chance, he prayed. But Jimmy didn't expect an answer and didn't press for one. Yanoguchi would never say yes until he'd gotten a consensus about the project from everyone in ISAS and maybe even beyond the Institute. A lot of people had a lot riding on artificial intelligence. And that was the beauty of the thing: the longer the Japanese took to make a decision on this, the longer he had a job. And if they said yes, he'd be around for the months it took the vulture to

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