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Gudea利用AI帮助组织在社交媒体危机爆发前将其预防Gudea leverages AI to help organizations prevent social media crises before they erupt

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一只手紧握着一部智能手机,火焰正吞噬着这部设备,凸显出科技、社交媒体和数字世界令人不堪重负的本质。鲜艳的橙色背景与大胆的构图让这一隐喻跃然纸上,使其成为表现倦怠、科技过度使用等主题的醒目插图。A hand grips a smartphone as flames consume the device, highlighting the overwhelming nature of technology, social media, and the digital world. The vibrant orange background and bold composition bring this metaphor to life, making it a striking illustration for themes of burnout, overuse of technol

每天,社交媒体和全球各地的网站上都在进行着对话。一条看似微不足道的帖子——无论是涉及AI生成的错误信息、仇恨言论,还是有害的谣言——都可能迅速滚雪球般演变成更大的公共争议。

Every day, conversations unfold across social media and websites around the world. A seemingly insignificant post—whether it involves AI-generated misinformation, hate speech, or a damaging rumor—can quickly snowball into a much larger public controversy.

Gudea是一家追踪故事和谣言在线上传播方式的公司,它自称为“互联网的风暴追踪者”,正利用人工智能帮助组织在网络上的问题演变成危机之前发现苗头。

Gudea, a company that tracks how stories and rumors spread online that describes itself as the “storm tracker for the internet,” is using AI to help organizations spot trouble brewing online before it turns into a crisis.

与传统社交媒体监听平台不同,后者仅追踪诸如提及量、话题标签和曝光量等指标,Gudea旨在向组织展示是谁在推动对话、信息是如何传播的、一个故事获得关注的速度有多快,以及它可能走向何方。Gudea不仅仅是简单地统计帖子数量,而是利用人工智能分析行为、关系以及信息在超过500个主流和边缘网站和平台(包括X、Reddit和TikTok)上传播的路径。

Unlike traditional social listening platforms, which only track metrics such as mentions, hashtags, and impressions, Gudea aims to show organizations who is driving a conversation, how information is moving, how quickly a story is gaining traction, and where it could be headed. Rather than simply tallying posts, its AI analyzes behavior, relationships, and the pathways through which information travels across more than 500 mainstream and fringe websites and platforms, including X, Reddit, and TikTok.

Gudea的目标不是仅仅告诉一家公司提及量在上升,而是提供这种增长背后的背景,以便决策者能够确定如何以及是否应该作出回应。

Instead of simply telling a company that mentions are rising, Gudea aims to provide the context behind that growth so decision-makers can determine how and whether to respond.

Gudea于周三下午在TechCrunch Disrupt 2026的创业战场舞台上宣讲了其使命,当时该公司主张企业需要采取更主动的方式来保护自身声誉。

Gudea pitched its mission Wednesday afternoon on the Startup Battlefield stage at TechCrunch Disrupt 2026, where the company made the case that companies need to take a more proactive approach to protecting their reputations.

“这些大行业不明白,他们可以主动采取行动来捍卫声誉和品牌,”首席执行官兼创始人 Keith Presley 说。“很多首席传播官和首席媒体或营销官,他们在使用传统工具来试图弄清楚发生了什么。这些工具最初只是为了告诉你话题标签的数量或曝光次数。”Gudea 由 Presley、Jonathan Sperber 和 James Thomin 于 2023 年创立。

“These big industries don’t understand that there are things they can do proactively to defend their reputation and their brand,” CEO and founder Keith Presley said. “A lot of the chief communications officers and chief media or marketing officers, they’re using legacy tools to try to figure out what’s happening. Those tools were only ever designed to tell you the number of hashtags or number of impressions.”Gudea was founded in 2023 by Presley, Jonathan Sperber, and James Thomin.

Presley 拥有超过 15 年的经验,涵盖政治竞选和国防,包括为 Andrew Yang 的总统竞选建设基础设施。Sperber 是公司的首席战略官,背景是虚假信息研究。Thomin 是 Gudea 的首席技术官,拥有化学工程博士学位,并在人工智能和机器学习领域工作了大约二十年。Presley 称该公司成为初创企业的路径很不寻常。

Presley brings more than 15 years of experience spanning political campaigns and defense, including building the infrastructure for Andrew Yang’s presidential campaign. Sperber, the company’s chief strategy officer, has a background in disinformation research. Thomin, Gudea’s CTO, holds a Ph.D. in chemical engineering and has spent roughly two decades working in AI and machine learning. Presley called the company’s path to becoming a startup unusual.

“我们是那些奇怪的初创企业之一,我本来就不想创办一家公司,”他说。

“We’re one of those weird startups where I never wanted to do a company,” he said.

团队最初是从乔治·华盛顿倡议开始的,这是一个在 2020 年大选后成立的非营利组织。该组织改编了情报界在海外用于破坏与“基地”组织和 ISIS 等团体关联的在线网络的策略和战术。他们将这些方法应用于国内信息运动。

The team began with the George Washington Initiative, a nonprofit established after the 2020 election. The organization adapted strategies and tactics that the intelligence community has used overseas to disrupt online networks tied to groups such as Al Qaeda and ISIS. It applied them to domestic information campaigns.

目标是识别信息运动正在形成的在线环境,并破坏使这些叙事能够触达更广泛受众的路径。

The goal was to identify the online environments where information campaigns were taking shape and disrupt the pathways that allowed those narratives to reach wider audiences.

然而,团队发现现有工具无法显示信息实际上是在人与人、群体和平台之间如何流动的。这一差距成为 Gudea 的切入点。

However, the team found that existing tools didn’t show how information was actually moving across people, groups and platforms. That gap became the opening for Gudea.

成立三年后,Gudea 已拥有近 40 家客户。根据 Presley 的说法,其客户群包括一家财富 50 强电信公司、一家财富 50 强零售商、“世界上最大的 AI 实验室之一、世界上最大的乐队之一”,以及公共关系和危机传播机构,还有政府机构。

Three years after its founding, Gudea has nearly 40 clients. According to Presley, its customer base includes a Fortune 50 telecommunications company, a Fortune 50 retailer, “one of the world’s largest AI labs, one of the world’s largest bands,” public relations and crisis communications agencies, and government agencies.

随着生成式 AI 的兴起,Presley 认为 Gudea 技术的需求只会增长,因为公司正寻求扩大其客户群。

With the rise of generative AI, Presley believes that the need for Gudea’s technology has only grown, as the company looks to expand its customer base.

AI 工具大幅降低了生成内容和协调在线活动所需的成本和精力。曾经需要一个更大组织才能完成的工作,如今越来越多地可以由一个人凭借一台笔记本电脑和合适的软件来完成。

AI tools have dramatically lowered the cost and effort required to generate content and coordinate online campaigns. What once required a larger organization can increasingly be carried out by a single person with a laptop and access to the right software.

“当我们在 2021 年首次启动,随后在 2023 年成立公司时,我们可能看到我们审查的四件事中只有一件存在不真实活动,”Presley 说。“现在,我们审查的十件事中可能有九件存在这种不真实活动。”展望未来,Gudea 计划扩展其理解叙事来源及其传播方式的能力。一项即将启动的主要举措是叙事的地理定位。该技术计划于明年推出,旨在让用户能够以更高的精度识别对话发生的位置,精确到街区级别,Presley 解释道。

“When we first started in 2021, and then as a company in 2023, we maybe saw one out of four things we looked at have inauthentic activity around it,” Presley said. “Now it’s probably nine out of ten things that we look at have this inauthentic activity.”Looking further ahead, Gudea plans to expand its ability to understand where narratives originate and how they spread. One major upcoming initiative is geolocation for narratives. Slated for next year, the technology is intended to allow users to identify where conversations are happening with far greater precision, down to the city-block level, Presley explains.

公司还希望让客户更便捷地使用其分析背后的工具。例如,一家公司最终可以在启动广告活动之前,先通过 Gudea 的 AI 模型进行测试,从而更好地了解该策略是否可能导致负面结果。

The company also wants to give customers greater access to the tools behind its analysis. For example, a company could eventually run an advertising campaign through Gudea’s AI model before launching it and get a better idea of whether the strategy is likely to produce a negative outcome or not.

上周,Gudea 宣布已在由 Mudita Venture Partners 和 Silicon Road Ventures 共同牵头的融资轮中获得 700 万美元种子轮融资。此次投资使该初创公司的总融资额达到约 1500 万美元。

Last week, Gudea announced that it had raised $7 million in seed funding in a round co-led by Mudita Venture Partners and Silicon Road Ventures. The investment brings the startup’s total funding to approximately $15 million.