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How Tekton All Caps Outperformed the S&P 500 by 17.1 Percentage Points in the First Quarter of 2026
In the first quarter of 2026, the S&P 500 declined by -4.6% During the same period, the Tekton AI-Enhanced All Caps Strategy delivered a +12.5% return. This difference did not come from prediction — but from adaptation. Investment portfolio performance of the Tekton AI-Enhanced All Caps Strategy compared to the S&P 500 Index and the Vanguard Total ETF during the first quarter of 2026. The Edge: AI-Driven Adaptation The strategy is powered by AI agents trained using Deep Reinf
Roberto Ventura
May 62 min read


When Greenland Enters Geopolitical Risk, who reacts first: stress or the system?
Overnight, an unexpected headline involving the potential appropriation of Greenland triggered a geopolitical shock well outside any base-case scenario. Futures plunge, volatility spikes, and correlations begin to break down. The investment manager faces real pressure: assumptions must be revisited, hypotheses reassessed, scenarios tested, and clients informed — all immediately. And all of this unfolds while markets move in real time — far faster than any committee, report, o
Roberto Ventura
Jan 221 min read
How Tekton’s AI News Impact System Spotted the AES Takeover Before the Surge Generating Alpha to Our Core Portfolio
In July 11, 2025, our AI News Impact engine flagged a series of signals suggesting that AES Corporation might be exploring strategic...
Roberto Ventura
Oct 3, 20252 min read
Our PIPE Phase II was approved by the São Paulo Research Foundation — Why it matters
I’m glad to share that the São Paulo Research Foundation approved Phase II of our project, Deep Reinforcement Learning for Portfolio...
Roberto Ventura
Sep 4, 20251 min read
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