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Thursday, November 12, 2026

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Looking Back at Another Successful Thesis

DoubleU Games raised its all-cash tender offer for DoubleDown Interactive minority holders to $16.25 per ADS from $11.25 after net cash made the earlier bid untenable.

DDI $778M
The Value Road 4 clicks

From X

@StableBread

Fajasy on X

I listened to the CEO of Nubeva Technologies $NBVAF (TSXV: $NBVA), a ransomware recovery company, explain why AI data labeling companies came to his team. Data labeling companies (firms that turn experts’ knowledge into training data for AI labs) have asked Nubeva whether it could help them label what each malware binary does, like whether it’s secretly encrypting files. Malware often arrives as a binary, a compiled program in machine code, and many are obfuscated, or scrambled to hide their purpose. CEO Randy Chou said in an October 5, 2026 interview on Nubeva’s YouTube channel that Nubeva has spent the last 7-8 years learning to spot homemade encryption, meaning encryption that ransomware authors write themselves instead of using a standard method. Homemade encryption is harder to catch, since it doesn’t match any of the standard methods security tools know. Here’s how Chou described what frontier models (the most advanced models from labs like OpenAI and Anthropic) can figure out today: “Frontier labs out there with their cybersecurity fully enabled, when they do full automation, they can approximately figure out 30% of the malware binaries. That’s the published numbers that are out today.” That claim is in line with GPT-5.6-sol’s 30.5% score on SRE-Bench, a Columbia University-led test of AI models on 262 binaries, but OpenAI’s GPT-6 Astra has since reached 56.9%. Chou said that for the other ~70%, a model might flag a binary as weird but can’t say what it does. He mentioned that some malware arrives compressed and obfuscated, then checks whether someone opened five apps, like a browser and Microsoft Office, in the past 72 hours, a known sandbox-evasion technique. If not, the malware assumes it’s inside a sandbox (an isolated computer analysts use to test suspicious programs) and does nothing. Today, Chou said, a small group of specialist cybersecurity labs takes malware apart by hand, and analyzing a new ransomware family typically takes weeks or months. He added that Nubeva has tested binaries written by its own engineers that frontier models couldn’t explain. That’s why Nubeva is now training its own model, which has no internet access, with “hundreds and thousands of AI agents.” The training only just started, but Chou said the timeline Nubeva is working to is “days and weeks,” not the 6-12 months he’d have quoted before AI agents. “I’m putting all my focus on this now,” he said.

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Qure Anniversary Update

UniQure’s Huntington’s disease BLA has a May 1, 2027 priority-review date, with an FDA advisory committee expected in late first quarter.

QURE $1.7B
Triple S Special Situations Investing 2 clicks

Big Short: Fidelity & Guaranty

F&G’s main insurer held $66.5 billion of assets against $1.38 billion of statutory capital, while private credit, reinsurance dependence…

FG $3.1B
Mispriced Assets 4 clicks

Top Rebound Stocks for Nov’26

Texas Pacific Land's 50% selloff reflects faded data-center expectations, while its Permian royalty business generated $498 million of 2025…

TPL $19B
Rebound Capital 3 clicks

ASML ($ASML) Deep Dive

ASML monopolizes EUV lithography, a critical tool for leading-edge chips, with production capacity stretched through 2028 and customer…

ASML $591B
Jimmy's Journal 2 clicks

Peloton: Beyond The Bike

Peloton’s connected-fitness subscribers fell 9% year over year to 2.475 million, with another high-single-digit holiday decline forecast as…

PTON $2.5B
TSOH Investment Research 3 clicks
MONOY · long

Monotaro CO LTD

MonotaRO, traded as MONOY in the U.S. and 3064 in Japan, is a Japanese MRO distributor recommended as a long.

MONOY $7.4B
Value Investors Club

ON THE TAPE with Guy Adami

Guy Adami discusses Nvidia, Anthropic's IPO prospects, energy, gold and the AI trade.

NVDA $4T
WHAT ARE WE DOING? “Contrarians At The Gate” 5 clicks

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