According to Bijie.com, OpenAI released an audit report on its programming benchmarking system, stating that approximately 30% of the questions in SWE-Bench Pro are unsuitable for effective evaluation. This benchmark was originally intended to test the real-world programming capabilities of AI agents, and OpenAI had previously recommended it as an alternative to SWE-Bench Verified. The audit revealed that of the 731 publicly available questions in SWE-Bench Pro, 200 were automatically flagged as problematic (27.4%), while 249 were manually flagged (34.1%). Key issues included incomplete question descriptions, overly stringent testing requirements, hidden tests checking for additional requirements, and insufficient test coverage. OpenAI pointed out that this leads to distorted model scores; the pass rate of cutting-edge models on this set of publicly available questions increased from 23.3% to 80.3% within eight months. However, given the inherent noise in the questions themselves, such score increases require careful interpretation. OpenAI has withdrawn its previous recommendation to adopt SWE-Bench Pro and is urging the community to rebuild a more reliable programming benchmarking system.

According to CoinWorld, decentralized AI protocol Prime Intellect has completed a $130 million Series A funding round, led by Radical Ventures, with participation from NVIDIA Ventures, Intel Capital, Dell Technologies Capital, and existing investors. This brings its total funding to over $150 million, which will be used to build an open super-intelligence stack. Founded in 2024, Prime Intellect provides enterprises with a full-stack AI agent development infrastructure covering computation, large-scale reinforcement learning, sandboxing, evaluation, and deployment. Its clients include over 6,000 enterprises and startups such as Ramp and Zapier, with annualized revenue exceeding $100 million.

According to CoinWorld, Meta announced the construction of a new AI data center in Sturgeon County, Alberta, Canada. This is Meta's first data center in Canada and its 33rd globally. The project represents an investment of over CAD 13 billion and has a capacity of 1GW, primarily supporting Meta's AI training and core products. At its peak, the project will support over 3,000 construction jobs and will provide over 300 operational jobs upon completion. The company will also invest approximately CAD 60 million in local infrastructure and community projects, including roads and water supply. The data center will be powered by a newly built natural gas power plant, with a supporting 932MW green solar power center expected to be operational in the second half of 2030. The project utilizes a closed-loop cooling system, and Meta states that it will not directly utilize local water sources.

According to CoinWorld, SambaNova has completed the first round of its Series F funding, raising $1 billion, bringing its post-money valuation to $11 billion. The round was led by General Atlantic, with participation from Seligman Ventures, T. Rowe Price, and Capital Group, among others. SambaNova also announced that JPMorgan Chase has selected its RDU chip system for secure local AI inference. RDU is SambaNova's proprietary dataflow processing chip, designed for enterprise deployments, preventing sensitive data from being sent to external cloud environments. The new funding will be used for capacity expansion, product development, and expanding AI deployments among enterprises, cloud providers, and sovereign entities.

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