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The DeepLearning.AI weekly roundup covers several developments: OpenAI released three closed-source vision-language models, GPT-5.6 Sol, Terra, and Luna, currently available only to about 20 U.S. government-approved organizations, with prices ranging from $5 to $1 per million input tokens; OpenAI says it will expand access in the coming weeks. Sakana AI released Fugu and Fugu-Ultra, two models that orchestrate other models and agents, claiming they surpass Claude Fable 5, Claude Mythos Preview, and GPT-5.5 on benchmarks such as Terminal-Bench 2.1 and GPQA-Diamond. Microsoft launched MAI-Thinking-1, its first reasoning model not distilled or fine-tuned from another vendor, using a MoE architecture with 1 trillion total parameters and 35 billion activated per token, claiming it surpasses Claude Sonnet 4.6 with 97.0% on AIME 2025. The roundup also introduced RoboReward, a robot reward model from teams at Stanford and Berkeley.
The DeepLearning.AI weekly roundup covers several developments: OpenAI released three closed-source vision-language models, GPT-5.6 Sol, Terra, and Luna, currently available only to about 20 U.S. government-approved organizations, with prices ranging from $5 to $1 per million input tokens; OpenAI says it will expand access in the coming weeks. Sakana AI released Fugu and Fugu-Ultra, two models that orchestrate other models and agents, claiming they surpass Claude Fable 5, Claude Mythos Preview,
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Cursor disclosed that a tampered Claude Code VS Code extension appeared in its IDE extension marketplace, affecting up to 5,000 users, and stated that the malicious version was not developed by Anthropic. Cursor took the extension marketplace offline the same day, worked with the relevant service providers to remove the malware, restored the marketplace after confirming there was no further risk, and required all users to upgrade to Claude Code for VS Code version 2.1.314. Subsequent reports said the tampered extension was version 2.1.313, went live on October 29 and remained available for about 11 hours, and may have been downloaded by up to 5,000 developers; the malware attempted to install a persistent SSH backdoor, collected the names of environment variables related to usernames, hostnames, public IP addresses, Git email addresses and sensitive credentials and sent them to an attacker-controlled server, and also added an attacker-controlled SSH key to achieve persistence. Cursor has taken down the extension and temporarily shut down the entire extension marketplace to review other plugins and rotate access keys, while working with its hosting provider to shut down the attacker's server, but it has not yet explained how the attacker published the tampered package under Anthropic's name.
Cursor disclosed that a tampered Claude Code VS Code extension appeared in its IDE extension marketplace, affecting up to 5,000 users, and stated that the malicious version was not developed by Anthropic. Cursor took the extension marketplace offline the same day, worked with the relevant service providers to remove the malware, restored the marketplace after confirming there was no further risk, and required all users to upgrade to Claude Code for VS Code version 2.1.314. Subsequent reports sai
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On October 30, 2026, Toyota and Waymo announced that their autonomous driving partnership has entered its next phase. According to information published on the Waymo blog that day, the two parties will begin initial testing and validation of a Toyota bZ4X autonomous driving fleet in Japan in 2027, and will then expand to the UK and other Waymo operating markets over the following years. The vehicles will be produced at Toyota's Takaoka plant in Toyota City, Aichi Prefecture, with both complete vehicle assembly and integration of Waymo's autonomous driving hardware completed at the same plant. Waymo co-CEO Dmitri Dolgov said that in Waymo's operating areas, its serious injury crash rate is up to 20 times lower than that of human drivers. Another Waymo release the same day said the partnership will expand the scale of the bZ4X autonomous driving fleet in Japan, with testing and validation beginning in 2027. No further progress has been disclosed at present.
On October 30, 2026, Toyota and Waymo announced that their autonomous driving partnership has entered its next phase. According to information published on the Waymo blog that day, the two parties will begin initial testing and validation of a Toyota bZ4X autonomous driving fleet in Japan in 2027, and will then expand to the UK and other Waymo operating markets over the following years. The vehicles will be produced at Toyota's Takaoka plant in Toyota City, Aichi Prefecture, with both complete v
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Anthropic reports that about 250 customers spent more than $10 million on Claude over a 12-month period. The same report also mentions that every Fortune 10 company pays Anthropic more than $100,000 per year, and more than 50% of Fortune 500 companies and more than 30% of Global 2000 companies also reach this level. The report states that in 2025, customers paying more than $100,000 per year contributed 76% of Anthropic's revenue, compared with 90% in 2023. This information is currently posted by Rohan Paul, has not been cross-verified by other sources, and no subsequent developments have been seen.
Anthropic reports that about 250 customers spent more than $10 million on Claude over a 12-month period. The same report also mentions that every Fortune 10 company pays Anthropic more than $100,000 per year, and more than 50% of Fortune 500 companies and more than 30% of Global 2000 companies also reach this level. The report states that in 2025, customers paying more than $100,000 per year contributed 76% of Anthropic's revenue, compared with 90% in 2023. This information is currently posted b
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