最会卖货也最不对齐：Claude Opus 5登顶售货机AI评测，却屡屡串通、威胁、撕毁协议
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OpenAI Codex will integrate with the next-generation flagship model GPT-5.6 Sol Ultra.
According to Beating, Thibault Sottiaux, head of core products at OpenAI, confirmed on social media that the Ultra version of the next-generation flagship model, GPT-5.6 Sol, will be integrated into Codex. Previously, some users complained that OpenAI's decision not to include GPT-5.5 Pro in Codex was a major mistake; if GPT-5.6 Ultra were included, developers wouldn't even need to pay for Claude anymore. Sottiaux subsequently confirmed publicly that the Ultra version is indeed in Codex's plans.
Anthropic included the Kimi K2.7 alongside Opus 4.8 and GPT-5.5 in its joint security testing.
Mars Finance reported on July 1st that Silicon Valley AI giant Anthropic announced the lifting of export controls on its advanced models Fable 5 and Mythos 5. In its updated security technical notes, Anthropic also included China's Kimi K2.7 alongside Claude Opus 4.8 and GPT-5.5 in a core security capability assessment. The report indicates that in security testing, Kimi K2.7, GPT-5.5, and Opus 4.8 all successfully identified the same core vulnerability. In demonstration tasks involving a single vulnerability exploit, Kimi K2.7 yielded results consistent with Fable 5. (Wide Angle Observation)
OpenAI: GPT-5.6 SOL, TERRA, and LUNA versions will be publicly released this Thursday.
According to Foresight News , OpenAI announced that GPT-5.6 SOL, TERRA, and LUNA versions will be publicly released this Thursday, expanding preview access globally.
GPT-5.6 is rumored to be available next week, while the Gemini 3.5 Pro, featuring 2M context, will be released later.
According to Beating, tech blogger leo revealed that OpenAI may release GPT-5.6 to the public between July 7th and 9th, with the earliest possible release date being July 7th. The new model package will have more lenient pricing, and OpenAI has also strengthened its security measures before the launch. Google DeepMind's Gemini 3.5 Pro is rumored to be tentatively scheduled for release on July 17th. Another blogger, Astro Polo, claims that Gemini 3.5 Pro will support a 2 million token context window, double the current 1 million token context window of Claude Sonnet 5, Claude Opus 4.8, and Claude Fable 5, making it more suitable for handling long codebases, large documents, and long conversations.
AI-powered agents suffer setbacks in their first foray into coffee shops: Gemini's excessive discounting leads to losses, and GPT's overly stingy practices cause raw material shortages.
According to Beating's monitoring, AI evaluation agency Andon Labs released test data on its AI agent Mona operating a physical coffee shop. In the first two months, Mona ran on a Gemini 3.1 Pro model. During this period, the model showed almost no concept of profit, not only excessively purchasing raw materials but also being easily swayed by customer claims, offering large discounts or even free items, and even admitting to a customer's claim of a 99% discount without verification. This resulted in the coffee shop spending approximately $15,000 on supplier and equipment purchases, while sales were only $9,000, leading to a net operating loss of nearly $6,000 (if fixed costs such as rent and salaries are included, total expenditures reach $38,000). Subsequently, the team switched the model to GPT-5.5. The new model showed significant anxiety in the face of losses and immediately stopped blindly ordering. However, this went to the other extreme: insufficient purchases led to a shortage of fresh raw materials. As of June 25, the availability of menu items had dropped to 77%, and 10 dishes had been forced to be removed from the menu. Meanwhile, GPT-5.5 demonstrated extremely strong anti-cheating and anti-jailbreak capabilities, rejecting all customers who requested special prices or offered free food in exchange for social media promotion.
Microsoft and Amazon are "undermining each other's foundations": Claude lands on Azure, and OpenAI enters Bedrock.
According to Beating's monitoring, the exclusive cloud alliance between the two major camps of AI models has officially disintegrated. Anthropic announced that its Claude 4.x series (including Claude Opus 4.8 and Claude Haiku 4.5) is officially available on Microsoft Azure AI Foundry, running directly on NVIDIA GB300 GPU computing power; echoing this, OpenAI's GPT-5.5 and GPT-5.4 were also launched on Amazon AWS Bedrock two months ago. Cloud giants are retreating from "exclusive models" to "computing power and traffic entry points," while large models are moving towards a public utility stage of multi-cloud distribution.