Claude can even automatically learn from _other_ Slack channels and data sources, if it's granted permission.
大多数人认为AI应该严格限制在特定任务和数据集内,以避免信息污染和边界模糊,但作者认为AI应该能够跨渠道学习并整合不同来源的信息。这挑战了人们对AI应用范围和数据隔离的传统认知,暗示未来AI将更像是具有广泛知识背景的团队成员。
Claude can even automatically learn from _other_ Slack channels and data sources, if it's granted permission.
大多数人认为AI应该严格限制在特定任务和数据集内,以避免信息污染和边界模糊,但作者认为AI应该能够跨渠道学习并整合不同来源的信息。这挑战了人们对AI应用范围和数据隔离的传统认知,暗示未来AI将更像是具有广泛知识背景的团队成员。
The LLM took an entirely different route, using a formula that was well known in related parts of math, but which no one had thought to apply to this type of question.
这里暗示了AI的创新性在于跨领域应用已知公式,而非创造全新数学。'well known'的表述表明这不是突破性发现,而是应用方式的创新。这种'组合创新'可能是AI在数学领域的主要贡献方式,需要更多关于具体公式和应用案例的数据支持。
AB-MCTS(Adaptive Branching Monte Carlo Tree Search)です。これは、推論のプロセスを「木の探索」として捉え
将蒙特卡洛树搜索(MCTS)——一个 AlphaGo 时代的博弈 AI 技术——应用于商业调研推理,这个跨领域迁移令人惊讶。MCTS 的本质是在不确定的巨大搜索空间中,通过「探索-利用」平衡找到最优路径。商业研究的本质也是如此:在无数假设和信息源中,判断哪条线索值得深挖。Sakana 用博弈论的搜索框架重新定义了研究工作流——这在学术上已被 NeurIPS 2025 认可为 Spotlight 级贡献。
Li, Z., Tomlinson, A. C., Wong, A. H., Zhou, D., Desforges, M., Talbot, P. J., Benlekbir, S., Rubinstein, J. L., & Rini, J. M. (2019). The human coronavirus HCoV-229E S-protein structure and receptor binding. ELife, 8, e51230. https://doi.org/10.7554/eLife.51230
If you do need to passthrough your mydomain.com cookies to a thirdparty.com domain, you can technically already do that now by implementing it as an endpoint and calling fetch('/my-endpoint')
In order to retrieve consent and share it across multiple websites and domains you will need to activate the Power Opt-In aka POI.
By default, your users will be asked for their consent on each of your domains and sub domains since Cookiebot treats domains and sub domains separately. By enabling the Bulk Consent feature, however, your users will only be prompted for a consent the first time they visit any one of your websites (and again after 12 months when the consent needs to be renewed).
Yes, the identified cookies and trackers from all the domains and sub domains which the Bulk Consent is valid for will automatically be pooled together in the Cookie Declaration as well as in the cookie consent banner.
You can add both the two domains to the same domain group. That way they will share the same script and behave in the same way.
it is possible to use ‘Bulk Consent’ for all the domains and subdomains within one domain group to ensure that a website visitor is asked for a joint consent covering all the domains/subdomains only the first time he visits one of those domains
Also, it is possible to use ‘Bulk Consent’ for all the domains and subdomains within one domain group to ensure that a website visitor is asked for a joint consent covering all the domains/subdomains only the first time he visits one of those domains
They will share the same cbid (‘CookiebotIdentifier, which is the serial number that is included in the script. Each domain group has a unique cbid), use the same cookie consent banner template, the same logo, the same styling of the banner etc.
Cross-Domain Cookie Library This library is intended for cases where you have scripts running on different domains (i.e. domain-a.com, domain-b.com) that need to be able to set/share a cookie value across those domains. A few example use cases would be a third-party script that wants to set/share a user identifier across both domains, or a company that wants to track if a user signed up for a newsletter across both their main website and blog that resides on a different TLD. This library also offers a way of writing data to a cookie from a third-party script