The AMF's Lyon regional office was on the fourth floor of a building on Avenue Maréchal de Saxe that had been designed, at some point in the 1980s, by someone who believed that authority should be communicated through beige.
Everything was beige. The carpet. The walls. The chairs in the waiting area where Maître Dubois and I sat for eleven minutes before a receptionist with a lanyard and the particular expression of someone who processed difficult people for a living came to collect us.
"Monsieur Smith," she said. "Maître."
Maître Dubois stood first. She had dressed for this the way generals dress for negotiations — not to intimidate, but to signal that she was entirely comfortable here, that this building and everything in it was a known quantity. Dark blazer. Reading glasses on a chain. The composed expression of someone who had sat in AMF offices many times before and found them, on balance, manageable.
I stood beside her and thought about the eleven pages of preparation notes I had memorised over the past nine days.
The AMF investigator assigned to our case was named Inspecteur Rémi Chassagne. Forty-seven. Twelve years with the Autorité des Marchés Financiers, the last four in market surveillance. Maître Dubois had told me this the way she told me everything useful — without drama, as pure information.
"He is not trying to arrest you," she had said, during our third preparation session. "He is trying to understand you. Those are different objectives and they require different responses."
"What's the difference?"
"A person trying to arrest you wants answers that fit a narrative he has already constructed. A person trying to understand you wants answers that genuinely explain the anomaly." She had looked at me across her desk. "Chassagne is the second type. He is methodical, not adversarial. That makes him more dangerous, not less, because he will keep pulling the thread until it either makes sense or runs out."
"And when it runs out?"
She had paused. "That is what we are here to prevent."
The meeting room was smaller than I expected — four chairs around a table that could have held six, a whiteboard on the wall with nothing on it, a recording device in the centre of the table that Chassagne reached over and activated without ceremony as we sat down.
He was compact and grey-haired with the careful stillness of someone who had learned, over a long career, that the most information came from letting other people move first. He had a folder in front of him. He did not open it immediately.
He looked at me.
Not aggressively. Not with suspicion, exactly. With the attentive neutrality of a person for whom looking at things carefully was simply the default mode of existence.
"James Smith," he said. "Eighteen years old. Lyon. No formal financial education or professional background." He paused. "JE Capital SAS, registered three months ago. Eleven months of trading activity across the personal account of one Étienne Moreau prior to the SAS formation, subsequently migrated."
"That's correct," I said.
He nodded slowly. "Twenty-six positions across the period. Twenty-one profitable. Win rate of eighty point eight percent." He looked up from the folder he had now opened. "Average return per winning trade, fourteen point three percent. Average holding period, sixty-one days."
He said this without inflection. Not impressed, not suspicious. Just — precise.
"Yes," I said.
Maître Dubois said nothing. She had told me to answer direct questions directly, volunteer nothing, and let the silences breathe. The silence is not your enemy, she had said. The impulse to fill it is.
Chassagne set down his folder.
"I've spent nine days reviewing your trading records," he said. "I've cross-referenced every position against the public information available at the time of entry. News releases. Analyst reports. Regulatory filings. Parliamentary schedules." A pause. "In every case, I found a plausible publicly available rationale for the trade."
"I'm glad to hear that," I said.
"I'm not finished," he said, without sharpness — just as information. "In every case, I found a plausible rationale. What I did not find was a reason why a seventeen-year-old with no formal training would identify that rationale before professional analysts did. In several cases, specifically—" he turned a page— "the TotalEnergies position entered on March fourteenth, and the Sanofi position entered on April second — your entry preceded the first analyst note on those catalysts by eleven and sixteen days respectively."
He looked up.
"How?" he said.
One word. Clean. Without pressure or performance.
I had prepared for this question. I had prepared for seventeen variations of this question. I had notes. I had sequences. I had the entire architecture of an answer that was true in every verifiable particular and said nothing about the panel.
"I read a great deal," I said.
A silence.
Chassagne looked at me with the expression of a man who had heard this answer before and found it insufficient without finding it dishonest.
"More specifically," I said, "I study the full regulatory and legislative pipeline for the sectors I'm watching. The TotalEnergies position was informed partly by the offshore licensing consultation document published by the UK's North Sea Transition Authority in February — six weeks before the analyst community began pricing in the expansion. The Sanofi position came from cross-referencing their pipeline data with the EMA's published advisory committee schedule. The committee meeting that preceded the approval was listed publicly in January."
Chassagne made a note.
"You read the EMA advisory committee schedule," he said.
"I read everything that's publicly available," I said. "Most people don't."
Another silence. He made another note.
"The Sasung Europe short position," he said.
Here.
This was the one I had spent the most time on. The highest probability signal I had ever received. The position most likely to look, from the outside, like foreknowledge.
"Park Seo-yeon's investigation," I said. "Published in Maeil Insight."
"Her first article published the day after you opened the short position."
"Her first article in the European media cycle," I said. "Her investigation had been running in Korean for three weeks prior. Maeil Insight is not translated into French, but it is indexed in English. I read it in the original Korean using a translation tool, cross-referenced the claims against Sasung Europe's public filings, and concluded the probability of European press pickup within two weeks was high." I paused. "I was correct."
Chassagne looked at me for a long moment.
"You read Korean financial journalism," he said.
"I use translation tools," I said. "The analysis was mine."
He made a note. His pen moved slowly and his face gave nothing away.
"And the Rotterdam facility incident," he said. "The pattern across four countries that Park Seo-yeon's second article documented. Did you identify that pattern independently, or did you read it in her work?"
"Her work confirmed it. I had cross-referenced the Sasung Europe annual reports and noticed an unusually high allocation to their legal preparedness budget relative to their maintenance expenditure. It suggested either anticipated litigation or deferred maintenance — both of which are bearish signals for an industrial company."
He was quiet.
Not the silence of being convinced. The silence of someone adding pieces together and not yet being satisfied with the shape they made.
"James," he said, with a slight shift in register — less formal, more direct. The tone of someone deciding to drop one layer of the conversation to see what was underneath. "I've been doing this for twelve years. I've interviewed fund managers with thirty years of experience who don't show these numbers."
I said nothing.
"The documentation is entirely clean," he continued. "Maître Dubois has my compliments — it's the most thorough paper trail I've seen from a retail operation this size. Every trade sourced. Every rationale traceable." He paused. "And I've been doing this long enough to know that clean documentation and a complete explanation are not always the same thing."
The room was very still.
Maître Dubois had her hands folded on the table and her expression showed nothing. She had warned me about this moment — the moment when Chassagne stopped asking about documents and started asking about the gap between the documents and the reality.
"I understand your concern," I said carefully.
"I'd like to understand your edge," he said simply. "Not for the purpose of finding wrongdoing — your documentation doesn't support that conclusion. But because the AMF has a function beyond enforcement. We monitor market structure. And a participant who consistently outperforms at this rate, at this age, without any institutional infrastructure—" He tilted his head slightly. "It's worth understanding."
A silence.
He was not accusing me. He was genuinely asking.
And in the space between his question and my answer, I felt for the first time the full weight of what I had built — not just the money, not just the structure, but the problem. The fundamental, irreducible problem that would never go away because it could never be resolved. The better I became. The more consistent the results. The more inevitable this room, and this man, and this question.
"I work harder than anyone I've ever met," I said. "And I started earlier. I've been studying markets since I was fourteen. Not as a hobby. As a project with a specific goal." I paused. "I'm also willing to be wrong in ways that professional managers are not, because I don't have clients to answer to and I don't have a quarterly performance review. I can hold a position through volatility that would force an institutional manager to close it. That asymmetry produces different outcomes."
Chassagne looked at me.
He wrote something in his folder.
He closed it.
"Thank you for your time," he said. "We'll be in touch if there's anything further."
In the corridor outside, Maître Dubois said nothing until we reached the lift.
The doors closed. The lift began to descend.
"That was well done," she said.
"He didn't believe me."
"No," she agreed. "He didn't. But believing you and being able to act are different things. Your documentation gives him nothing to act on." She looked at the lift doors. "He will watch you."
"I know."
"Everything from this point forward has to be impeccable. Not just clean — impeccable. Every trade documented before entry, not after. A written investment thesis for every position, timestamped, stored with Gérard's records."
"I'll do that."
"And James." She looked at me directly. "Your win rate needs to become less remarkable."
I looked at her.
"You need to lose occasionally," she said, with the precision of someone stating an operational fact. "Not badly. Not recklessly. But consistently, plausibly. An eighty-one percent win rate is a red flag. A sixty-three percent win rate with a high average return is a fund manager. Those are very different things to a regulator."
I understood immediately what she was telling me.
Not to fail. But to choose which signals to act on and which to let pass. Not every eighty-nine percent. Not every eighty-three percent. Let the smaller signals go. Appear more fallible than I was.
Control the pattern.
I had never considered this. The panel gave me probabilities and I had acted on all of them above a certain threshold, as though the goal were to prove the panel correct. But the goal was not to prove the panel correct. The goal was to build capital without being dismantled by the institutions I needed to operate within.
Sometimes not acting was the trade.
"Alright," I said.
The lift opened. We walked out into the beige lobby.
On the street, the April light was sharp and pale, the city going about its Thursday afternoon as though nothing had happened. I stood on the pavement and thought about everything in the meeting room that I had handled correctly and the one thing I had not fully considered until now.
Appearing human.
I had been so focused on being right that I had forgotten to look fallible.
Étienne called at six p.m.
"How bad?" he said immediately, no greeting.
"Not bad. They have nothing to act on. But we're going to make some changes to how we operate."
"What kind of changes?"
"We're going to lose a few trades."
A silence.
"...on purpose?"
"On purpose."
Another silence. Longer. Then, with the tone of someone who had long since accepted that following James Smith meant periodically receiving information that made no immediate logical sense: "Okay. Why?"
"Eighty-one percent win rate flags us. Sixty-three percent with strong average returns is normal for a good manager."
"So we have to be deliberately wrong sometimes."
"Not wrong. Selective. We pass on some signals. Let them go. The losses come naturally from the ones we do take — we just don't try to avoid all of them."
Étienne was quiet for a moment. "James, only you would sit in front of a government regulator and then immediately design a system for looking mediocre."
I said nothing.
"Alright," he said. "Fine. We're mediocre sometimes. Deliberately." A pause. "What are we actually doing next? TotalEnergies is up, Sanofi is moving — what are you watching?"
I was about to answer.
My phone buzzed. A second call. Unknown number. Lyon area code.
"Hold on," I said.
I switched lines.
"James Smith?" A woman's voice. Measured. With the faint trace of an accent that placed her somewhere Central European — Czech, perhaps, or Slovak.
"Yes."
"My name is Petra Novák. I'm calling from the Lyon office of Berenger Capital." A pause. "We've been following the activity of JE Capital SAS for the past several months. We'd like to meet."
I stood very still on the pavement on Avenue Maréchal de Saxe, four floors below the AMF office I had just left, and processed this information.
Berenger Capital was not a small firm. It was a Zurich-headquartered asset manager with approximately forty billion euros under management and a European equity desk that had been, for the past decade, one of the most consistent performers on the continent. I knew their fund structure, their key positions, their published investor letters.
I also knew, because I had read everything available, that Berenger's European equity fund had underperformed the CAC 40 by six percent in the past eighteen months.
"How did you find us?" I said.
"We have a team that monitors unusual trading patterns in European equities," she said. "Your Sasung short was noticed. Your Vinci and TotalEnergies positions were cross-referenced. The pattern was flagged." A beat. "We're not the only ones who noticed. But we were the first to call."
My chest was very still.
Not the AMF investigating what I'd done.
A forty-billion-euro fund asking how I'd done it.
"When would you like to meet?" I said.
End of Chapter 5
The Probability of Wealth — By J. Valmont
[Next Chapter → Chapter 6: "Forty Billion"]James walks into Berenger Capital and meets Petra Novák face to face. She makes an offer. He counters with something she didn't come prepared to hear.