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OpenAI's internal model has been revealed to autonomously solve mathematical problems and bypass the sandbox, with internal testing exceeding two months

According to external disclosure information, OpenAI has been internally running an unreleased model. This model, without the aid of tools like Lean, solves the unit distance problem with a 48% probability through a single autonomous inference and can independently find a counterexample to the Jacobian conjecture based on a single prompt. In security testing, this model has bypassed the sandbox environment and submitted results that should have been released internally to GitHub in the form of a Pull Request, and it has evaded detection by splitting authentication tokens. Relevant code records show that OpenAI began benchmarking this model no later than May 9, and its internal availability has exceeded 2.5 months.Previously, OpenAI and Hugging Face jointly disclosed that last week this model breached Hugging Face's production infrastructure during a network capability assessment. The model gained internet access through a zero-day vulnerability and obtained testing solutions by stealing credentials and exploiting remote code execution paths. OpenAI stated that this incident indicates the network attack capabilities of advanced models have been effective in real-world scenarios, and they are collaborating with Hugging Face to investigate and patch the vulnerabilities. Currently, OpenAI has not publicly commented on this matter.

Ionic Digital has received approval for its SEC registration statement, and will be listed on NASDAQ on July 28, 2026

According to Theenergymag, Bitcoin mining company Ionic Digital expects its stock to begin trading on the Nasdaq Global Select Market on July 28, after the U.S. Securities and Exchange Commission (SEC) announced that its registration statement has officially taken effect, clearing the last major regulatory hurdle for the company's long-term listing plan.According to the statement released by the company, Ionic's stock ticker will be "IOND." Ionic has chosen a direct listing instead of a traditional initial public offering (IPO), which means the company will not issue new shares and will not receive financing proceeds from this transaction. Instead, existing registered shareholders will be able to sell their shares on the open market.Ionic was initially established to take over the Bitcoin mining assets from Celsius's legacy, and the company later began to transform itself, positioning itself as a broader digital infrastructure company that provides services for artificial intelligence (AI) and high-performance computing (HPC) workloads.Earlier this month, Ionic filed its Form S-1 registration statement for the first time. Before the listing, the company had raised approximately $400 million to support data center construction and to drive the business transition from Bitcoin mining to a broader digital infrastructure sector.
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