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GameStop post-mortem: Alt data world confronts eroding barrier between online and real life

After Redditors staged an epic short squeeze against a handful of hedge funds, some in the industry are left wondering whether today’s models and data techniques are prepared for world where online often equals real life.

“While I do not think that anyone could have anticipated these events, I’ve learned much from them, and I’m taking steps to protect our investors from anything like this happening in the future,” said Gabriel Plotkin, Melvin Capital CEO.

Plotkin testified as part of last month’s congressional hearing, the first in a series of ongoing hearings addressing the now legendary tale of GameStop, Reddit, Robinhood, and a handful of hedge funds, one of which is Melvin. In a story layered with memes

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M&As, MCPs and why clean data is essential

The Waters Wrap: Financial firms are racing to adopt AI—but the payoff depends on having the right foundations, particularly clean, normalized data, writes Wei‑Shen.

How governance-first architecture stabilizes complex systems

Chetan Patil argues that many transformation projects fail not because of the technology but because of weak data governance. Adopting a governance-first discipline early (and building speed, resiliency, and credibility over time) is best.

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