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cover of episode Ep 541: AI & Trust: When 98% accuracy won't cut it and how Sage can fix it

Ep 541: AI & Trust: When 98% accuracy won't cut it and how Sage can fix it

2025/6/6
logo of podcast Everyday AI Podcast – An AI and ChatGPT Podcast

Everyday AI Podcast – An AI and ChatGPT Podcast

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A
Aaron Harris
J
Jordan Wilson
一位经验丰富的数字策略专家和《Everyday AI》播客的主持人,专注于帮助普通人通过 AI 提升职业生涯。
Topics
Jordan Wilson: 在财务领域,即使是98%的准确率也可能导致灾难性的后果。因此,提高人们对AI的信任度至关重要,而Sage正在通过其解决方案来帮助实现这一目标。 Aaron Harris: 作为Sage的CTO,我认为CFO的工作是建立信任,确保财务报告的准确性。为了让客户信任AI,我们必须以可信的方式设计产品,并重视人工审核。我们构建了自己的机器学习基础设施,并建立了安全机制和控制措施,以确保AI的可靠性和安全性。此外,我们还与AICPA合作,将他们的专业内容用于训练模型,这表明会计行业正在拥抱AI。

Deep Dive

Chapters
The podcast starts by discussing the critical need for accuracy in finance, where even small errors can have significant consequences. The high standards of accuracy required in financial reporting are highlighted, emphasizing the importance of trust in AI systems used for financial tasks.
  • In finance, even 98% accuracy is considered a failure.
  • CFOs and finance teams require extremely high accuracy in financial reports.
  • A single error can severely damage credibility and trust.

Shownotes Transcript

Your CFO just lost sleep over a single missing penny... again.Here's the thing about finance teams: they'll hunt for days to find ONE CENT that's off in their books. Because in accounting, even 98% accuracy = complete failure.So when it comes to your company's finances and AI, there's a HUGE elephant in the room: trust. Sage is changing the conversation around AI, trust and your books. Sage is a global leader in cloud-based accounting, financial management, and business management solutions. Sage CTO Aaron Harris joins the Everyday AI show to show us the new recipe for trust they're cooking up.

Newsletter: Sign up for our free daily newsletter)**More on this Episode: **Episode Page)**Join the discussion: **Have a question? Join the convo here.)Upcoming Episodes: Check out the upcoming Everyday AI Livestream lineup)Website: YourEverydayAI.com)Email The Show: [email protected])**Connect with Jordan on **LinkedIn)

Topics Covered in This Episode:

  • AI Trust Issues with Financial Accuracy
  • Sage's 7-Billion Parameter Model Training
  • Sage Copilot's Accounting AI Accuracy
  • Transparent Trust Labels in AI Usage
  • Financial Leaders' Trust in Sage's AI
  • Sage's AI Factory Safety Measures
  • Sage's Industry Collaboration for AI Accuracy
  • AI Implementation Strategy in Accounting

**Timestamps:**00:00 AI Trust and Business Accuracy

03:08 CFO's Role in Trust Building

08:14 "Leveraging AI for Financial Growth"

12:23 "Enhancing AI Trust in Finance"

15:56 Early Machine Learning Infrastructure Pioneers

17:53 "Sage AI Factory Overview"

22:48 AI Transparency and Data Safety

24:12 "Trust Label Eases Customer Evaluations"

26:55 "Insights on AI and Industry"

**Keywords:**AI trust, 98% accuracy, business leaders, Sage Future Conference, Atlanta, trust in AI, Sage Copilot, accounting software, global software company, Newcastle, North America headquarters, CFO, finance team, financial reports, forecast, budgets, credibility, financial accuracy, creative accounting, large language models, CHAT GPT, task-based AI, accounts payable automation, invoice reading, data science, AI development, neural models, conversational interface, GPT billions of predictions, generative AI, deterministic AI, billions of documents, fine-tuned models, accounting expertise, AICPA partnership, AI factory, automated machine learning, observability, model drift, hallucination detection, Sage AI factory, industry trust signals, safety mechanisms, customer by customer basis, Sage trust label, transparency labels, trustworthiness, ethical AI, responsible AI, AI safety, AI innovation, industry standards, problem-solving, financial trustworthiness.

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