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The most dangerous frauds look perfectly healthy. Reported profit with no cash to back it. Revenue that climbs while the bank balance doesn't. Receivables that never turn into money. We find the companies whose own numbers contradict each other — US equities, Chinese ADRs, and Hong Kong listings. BearSignal is hiring a Forensic Research Lead (US remote / HK hybrid) to take investigations from first signal to published thesis. Follow @BearSignalHQ for the research as it ships. If you read 10-Ks for sport, come work the cases:

If you’re an engineer who wants to master AI, we want to: * Fly you to Austin * Cover housing * Cover food * Have someone do your laundry * Train you to use AI * Get you a $200k+ job with our hiring partners And it’s completely free, no matter what

Let’s see how Binance plays the regulatory arbitrage game again. We saw a similar playbook in the UK in 2022, when its efforts ultimately ran into resistance from the FCA. In my view, the challenge is not about obtaining a license in one jurisdiction or hiring thousands of compliance professionals. The real question is whether compliance is genuinely embedded in the organization’s culture and decision-making. A company can hire 15,000 compliance staff, but if compliance teams lack authority, have limited visibility into key activities, are removed when raising sanctions, AML, or market integrity concerns, or if the organization believes it can rely on political protection, regulatory arbitrage, and complex structures to stay ahead of scrutiny, compliance programs risk becoming paper exercises rather than effective controls. Real compliance effectiveness comes from governance, transparency, accountability, and a willingness to operate within both the letter and the spirit of regulation—not from headcount alone. Regulators are ultimately evaluating outcomes, not organizational charts.

It’s all fake and gay. Government and media manufactured the “class war” then pivoted to race war to absolve the state of blame for the 2008 crisis, sideline the Tea Party with racist media attacks, and consolidate power in leftist hands. The crash was produced by Fed money printing, Fannie and Freddie guarantees, and government mandates that forced risky loans into the system. When it collapsed the insiders got bailed out. The public absorbed the damage. The Tea Party demanded accountability for the bailouts and spending. Media met that challenge by branding the movement racist from the start. That attack neutralized a direct threat to big government and crony finance. Occupy was tolerated because it focused on banks and left the state’s central role untouched. And since the “racist” accusations worked on the Tea Party, the pivot to race delivered new tools for state expansion. Media usage of the word racist surged after 2012. Equity and systemic claims became the justification for deeper government reach into hiring, lending, education, and speech. The result is consolidated leftist power. The administrative state grew larger and more intrusive. Progressive ideology gained institutional dominance while opposition gets preemptively discredited rather than debated on substance. This sequence protected the government from reckoning with the crisis it created and shifted authority toward those who thrive on bigger government and identity based control. Now the woke narrative is crumbling, watch them pivot back to a class war.

TBC is hiring exceptional mechanical, electrical, civil, software, and field engineers in Bastrop, Las Vegas and Nashville. Apply for the July 1 Boring Factory video tour, and hear directly from the engineers who are designing/building Prufrock and trying to Beat The Snail!

I've spent over a decade working on causal discovery and causal AI. A lot of late nights, a lot of papers, and a lot of open questions. Today we're putting something into the world. Aether AI has raised $20M to build causal world models that understand mechanisms. We believe the next leap in AI will come not from scaling existing architectures, but from a paradigm shift in how machines learn, reason, and interact with the world. If you care about causality and want to build, we're hiring! 🔗

Chart of the Day - In Collaboration with @OutcastVC: Innovation waves get credited to new technology. The real trigger is when great talent becomes available to build. The Talent Mobility Index tracks how freely top tech talent can move in a given year, blending hiring, job change, and AI funding data into a single score. The AI labs concentrated the best builders in the world and created extraordinary success. Now, as that success matures, some of those builders are stepping out to start what's next. Source: Data collaboration with Outcast Ventures and Coatue.