Fortune | FORTUNE 前天 19:38
Agentic AI systems must have ‘a human in the loop,’ says Google exec
index_new5.html
../../../zaker_core/zaker_tpl_static/wap/tpl_guoji1.html

 

AI代理正迅速改变商业模式,它们将强大的语言模型与工具结合,能够执行复杂的多步骤任务。预计到2028年,近33%的企业软件将内置AI代理,自动化约15%的日常工作。企业在AI代理的应用上正经历“辅助”、“顾问”和“自动化”三个阶段,部分前沿企业已实现关键职能的自主化。AI代理的应用已遍及人力资源、金融、营销、IT等内部领域,并在生命科学、保险、银行等行业展现出加速审批、管理欺诈等价值。然而,AI代理的强大能力也带来了潜在风险,如代理失控或数据泄露,因此,负责任的AI和安全标准至关重要。Google等公司正通过明确的指导方针、安全部署工具包以及强调透明度和用户控制来应对这些挑战,并呼吁加强监管,建立行业标准。

🚀 AI代理的演进与潜力:AI代理正从单一任务助手进化为能够执行复杂、多步骤任务的智能体,通过整合语言模型和工具,实现更高级别的用户代理服务。预计到2028年,AI代理将深度融入企业软件,显著提高工作流程的自动化水平。

📈 企业AI代理采纳的三阶段:企业对AI代理的采纳可分为三个阶段:AI辅助(协助个体任务)、AI顾问(提供决策洞察)和自动化(自主管理整个工作流)。虽然大多数企业仍处于前两个阶段,但部分企业已在战略性职能中实现完全自动化。

💼 AI代理的行业应用与价值:AI代理已在企业内部的HR、金融、营销和IT部门得到广泛部署。在外部,生命科学行业利用AI代理加速监管审批,保险和银行则将其应用于欺诈管理,显示了AI代理在提高效率和降低风险方面的巨大潜力。

🔒 安全与责任:随着AI代理能力的增强和自主性的提升,安全和责任问题日益凸显。潜在风险包括代理失控或未经授权的数据共享。因此,制定明确的指导方针、开发安全部署工具包、加强透明度、用户控制以及建立行业标准和监管框架至关重要。

⚖️ 透明度、用户控制与监管:负责任的AI代理发展需要确保平台清晰地沟通其行动,并在关键决策点请求用户批准,实现“人机协同”。同时,监管对于AI代理的发展至关重要,需要建立健壮的协议和行业标准来指导其安全、有效应用。

Good morning. Agentic AI could fundamentally reshape businesses in less than three years.

At the Fortune Brainstorm AI Singapore conference this week, Sapna Chadha, VP for Southeast Asia and South Asia Frontier at Google, explained that AI agents are evolving beyond single-task assistants. AI agents take powerful language models and equip them with tools, enabling them to carry out multi-step or complex actions—not just single isolated tasks, she explained. “It’s about stitching capabilities together so that agents can act on behalf of users in increasingly sophisticated ways”.

By 2028, it is expected that almost 33% of all enterprise software will have agentic AI built in, automating nearly 15% of day-to-day work and workflows, Chadha said.

Vivek Luthra, Accenture’s Asia Pacific data and AI lead, told Fortune‘s Jeremy Kahn that clients are experiencing three stages of agentic AI adoption:

—AI Assist: Agents help employees with individual tasks.
—AI Adviser: Agents provide insights to empower better decisions.
—Autonomation: Agents autonomously manage entire workflows.

Luthra noted that, while most companies are still in the “assist” or “adviser” stages, Accenture is already observing fully autonomous processes in select strategic functions.

Within Accenture, AI agents are deployed internally across HR, finance, marketing, and IT. Externally, industries such as life sciences use agents to speed up regulatory approvals, while sectors such as insurance and banking leverage them for fraud management.

Accenture’s recent “front-runners” report surveyed 2,000 industry executives, finding that about 8% of companies have truly scaled up their AI adoption. “AI is very high on the agenda, but companies are still figuring out how to scale it,” Luthra noted.

Chadha shared that agentic AI features appear in both Google’s consumer products and enterprise solutions. She highlighted Project Astra as Google’s vision for a universal AI agent capable of handling diverse tasks, from diagnosing bike repairs via camera to initiating support calls.

As agentic systems become more powerful and autonomous, the need for responsible AI and improved safety standards increases.

Google is working with trusted testers and moving carefully, Chadha said. Key risks could include agents going rogue or sharing sensitive data without authorization, she explained. That’s why Google is setting clear guidelines and developing toolkits for safe deployment, including standards, she said. The company recently release a white paper, titled “Google’s Approach for Secure AI Agents.”

Both panelists highlighted the importance of transparency and user control. Chadha advised that agentic platforms must clearly communicate actions and request user approval at key decision points.  “You wouldn’t want to have a system that can do this fully without a human in the loop,” Chadha said.

Regulation is also critical: “It’s too important not to regulate,” Chadha insisted, calling for robust protocols and industry standards.

Sheryl Estrada
sheryl.estrada@fortune.com

Leaderboard

James G. Mackey was appointed CFO of BankUnited Inc. (NYSE: BKU). Mackey will join the company as senior executive vice president, reporting to BankUnited chairman, president and CEO Rajinder P. Singh, effective Aug. 15. He will assume the role of CFO on Nov. 1. Mackey will succeed longtime CFO Leslie Lunak, who plans to retire effective Jan. 1, 2026.  Most recently, Mackey served as the CFO for Wells Fargo’s consumer lending division. Previously, he was the CFO for Freddie Mac and Ally Financial and was a divisional CFO for Bank of America’s corporate investments, corporate treasury and private equity divisions.

Brian Ketcham will retire from his position as SVP and CFO of Lindsay Corporation (NYSE: LNN), a global manufacturer, effective Dec. 31. Since joining Lindsay in April 2016, Ketcham has guided the company’s financial strategy. The company is launching a search for a new CFO with the assistance of an executive recruiting firm. Ketcham will serve as a consultant commencing upon his retirement and through Dec. 31, 2026.

 

Big Deal

Block, Inc., a fintech company, (No. 179 on the Fortune 500)  officially joined the S&P 500 on Wednesday. The company, led by Jack Dorsey, replaced Hess Corp, following Chevron Corp.'s $53 billion acquisition of the energy producer. 

"This is a signal that the work we've been doing for years, sometimes fast and sometimes complex, is building something durable," Amrita Ahuja, COO and CFO at Block wrote in a LinkedIn post on Wednesday. "From a CFO lens, index inclusion matters. It broadens our shareholder base and signals long-term strength and credibility to the market. It also means Block is now part of the investment portfolios of more people saving for retirement, drawing a pension, or planning for the long term."

In an announcement, the company called inclusion in the S&P 500 “a milestone that reflects the strength of our business and the work of thousands of people building tools to increase access to the economy, across our brands including Square, Cash App, Afterpay, TIDAL, Proto, and Bitkey.”

Going deeper

"Elon Musk wants more control of Tesla so activist investors can’t boot him—but not so much the board can’t fire him if he goes ‘crazy’" is a new Fortune report by Amanda Gerut.

From the report: "Tesla CEO Elon Musk held his first call with analysts since announcing last quarter he would step back from the Department of Government Efficiency, which was a precursor to his epic fallout with President Donald Trump. The electric vehicle manufacturer reported severe declines in revenue, although Musk told analysts on Wednesday he remains “optimistic” about Tesla’s ability to grow. 

Tesla reported mixed results in its second quarter financials. Revenue declined 12% year-over-year to $22.5 billion, its worst revenue performance in the past decade."

Overheard

“Beauty is an endless quest for humans, which is why the market is always evolving.” 

—L’Oréal deputy CEO Barbara Lavernos told Fortune in an interview.

Fish AI Reader

Fish AI Reader

AI辅助创作,多种专业模板,深度分析,高质量内容生成。从观点提取到深度思考,FishAI为您提供全方位的创作支持。新版本引入自定义参数,让您的创作更加个性化和精准。

FishAI

FishAI

鱼阅,AI 时代的下一个智能信息助手,助你摆脱信息焦虑

联系邮箱 441953276@qq.com

相关标签

AI代理 人工智能 自动化 企业应用 负责任AI
相关文章