AI Adoption Challenges, Passkey Innovations, and Zero Trust Security in Business Strategies

[00:00:02] It's Thursday, October 17th, 2024, and I'm Dave Silver. Four things to know today.

[00:00:07] 78% of businesses struggle with AI adoption due to weak data foundations, says an MIT report.

[00:00:13] The FIDO Alliance unveils a new protocol to make Passkeys portable across platforms.

[00:00:19] OpenAI's Structured AI versus Anthropics' conversational one, what it means for business efficiency, and

[00:00:25] why AI experimentation and Zero Trust Security are the future of organizational strategy.

[00:00:32] This is the Business of Tech.

[00:00:35] A recent report by MIT Technology Review Insights and Snowflake reveals that 78% of organizations

[00:00:41] struggle to leverage AI effectively due to inadequate data foundations.

[00:00:46] Despite high aspirations for generative AI, 72% aim to enhance efficiency, 55% seek increased

[00:00:53] competitiveness, and 47% hope for innovation, only 22% of business leaders feel very ready

[00:01:00] to engage with AI. The report indicates that 95% of those surveyed face challenges in AI implementation,

[00:01:08] with data governance and quality being the most significant obstacles.

[00:01:12] Barris Gutlin, head of AI at Snowflake, emphasizes that a robust data foundation is essential for unlocking

[00:01:19] AI's potential, enabling businesses to transform operations and products while addressing security

[00:01:24] and cost concerns. Why do we care? The fact that 78% of organizations struggle to leverage AI effectively

[00:01:32] due to weak data foundations underscores a fundamental truth. AI is only as good as the data it is built on.

[00:01:39] While companies have high hopes for what AI can achieve, many lack the necessary infrastructure and governance

[00:01:45] to support these ambitions. The core problem here isn't necessarily with AI itself. It's that most businesses aren't ready

[00:01:52] to operationalize AI because they haven't solved their underlying data issues. This is a crucial insight

[00:01:58] for IT service providers, consultants, and business leaders alike. Before embarking on AI projects,

[00:02:04] organizations need to address data silos, governance, and integration to create a scalable foundation.

[00:02:13] At the FIDO Alliance's Authenticate conference, researchers announced two significant projects to advance

[00:02:19] passkeys as a secure alternative to traditional passwords. The first is the Credential Exchange Protocol

[00:02:25] or CXP, designed to enable the portability of passkeys across different digital ecosystems, addressing concerns

[00:02:32] over user lock-in. This initiative is backed by major players in the tech industry, including Apple, Google,

[00:02:38] and Microsoft, and aims to standardize secure transfer processes for passkeys and other sensitive data.

[00:02:45] A new resource website, Passkeys Central, will provide developers with essential tools and documentation

[00:02:50] to implement passkeys effectively. According to Andrew Shakar, CEO of the FIDO Alliance,

[00:02:56] the collaboration among competitors signifies a unified effort to reduce dependency on passwords

[00:03:02] with growing adoption of passkeys across various platforms.

[00:03:05] Craig Newmark Philanthropies also supports these advancements, emphasizing the need for improved

[00:03:10] digital security against increasing threats.

[00:03:13] Major companies, including 1Password and Dashlane, have already committed to supporting these new standards,

[00:03:19] which are open for public review before final adoption.

[00:03:22] Additionally, Amazon reported that over 175 million customers have activated passkeys for their accounts,

[00:03:28] highlighting the growing acceptance of this passwordless technology.

[00:03:33] Why do we care?

[00:03:34] The move away from passwords has long been necessary, but one of the hurdles has been fear of vendor lock-in.

[00:03:40] With CXP, IT service providers and businesses can confidently invest in passkey infrastructure,

[00:03:46] knowing that the risk of being tied to a single vendor is reduced.

[00:03:49] This paves the way for more scalable, passwordless solutions.

[00:03:53] And that's why we care.

[00:03:56] This pair of stories was almost a big idea.

[00:03:59] OpenAI has unveiled its meta prompt for the new O1 model family,

[00:04:04] focusing on structured prompt generation to enhance user actions with its products.

[00:04:09] Unlike Anthropix Claude, which emphasizes a more conversational and human-like approach,

[00:04:14] OpenAI's system is designed for efficiency and accuracy, treating its AI as a powerful computational tool.

[00:04:20] The meta prompt includes detailed instructions for logical reasoning and problem solving,

[00:04:26] encouraging a step-by-step breakdown of tasks, a feature that enhances its usability for complex problems.

[00:04:32] In contrast, Anthropix's approach fosters a more friendly and engaging AI,

[00:04:37] allowing for a narrative style that reflects personality traits.

[00:04:41] This divergence in methodologies highlights the differing priorities of the two companies.

[00:04:46] OpenAI prioritizes structured outputs for task completion.

[00:04:49] Anthropix focuses on creating a more interactive and personable AI experience.

[00:04:55] And a recent study by Apple researchers, led by Sammy Bengio and Onsel Tuzel,

[00:05:00] reveals significant limitations regarding mathematical reasoning in large language models.

[00:05:06] Their paper, GSM's Symbolic, Understanding the Limitations of Mathematical Reasoning in Large Language Models,

[00:05:12] introduces a new dataset for evaluating LLMs.

[00:05:15] It suggests that typical benchmark datasets, like GSM 8K, may present an overly optimistic view of AI capabilities.

[00:05:25] The study found that as questioned complexity increases, accuracy can drop dramatically from the high 80-90% range to as low as 40%.

[00:05:34] This emphasizes the importance of human oversight in decision-making processes, as LLMs excel in pattern matching but struggle with logical reasoning.

[00:05:44] The researchers urge businesses to cautiously invest in AI technologies, highlighting that while AI can enhance operations, it should not replace human expertise.

[00:05:54] Why do we care?

[00:05:56] As the landscape of AI continues to evolve, understanding these differences may help users navigate their interactions with these models more effectively.

[00:06:04] Businesses must be savvy in how they adopt and apply AI.

[00:06:08] This involves selecting the right tools and ensuring they are deployed where they can deliver real value, all while maintaining human oversight when necessary.

[00:06:17] Critical thinking, logical reasoning, and decision-making tasks still require human expertise.

[00:06:24] It's time for some big ideas.

[00:06:27] As I prepare for some upcoming interviews, I've been discussing identity extensively.

[00:06:32] So this one from Dark Reading.

[00:06:34] Why your identity is the key to modernizing cybersecurity.

[00:06:37] Organizations must modernize their cybersecurity strategies in a rapidly evolving digital landscape by adopting an identity-centric zero-trust model.

[00:06:46] This shift is crucial as hybrid work environments and AI technologies challenge traditional security practices, which rely on a moat and castle approach.

[00:06:54] As employees increasingly work remotely and access cloud services, a zero-trust model mandates that all access requests are verified, ensuring that only authorized users and devices can connect to sensitive resources.

[00:07:07] Without such measures, deploying advanced AI tools poses significant risks, as unauthorized users could easily exploit these systems to access confidential information.

[00:07:17] An e-book I'll make you aware of, The S&B Technology Buying Journey, Part 2, by the S&B Group.

[00:07:23] Based on recent survey data, the e-book highlights critical aspects of how S&B's research evaluate and select technology solutions.

[00:07:32] Key findings include preferred information sources, content preferences, and the extent of self-guided research completed before engaging vendors.

[00:07:41] Additionally, it examines the top purchase channels for software and infrastructure technologies, as well as the preferred methods of communication from vendors post-sale.

[00:07:51] The resource provides technology vendors with insights to target S&B customers better and guides S&Bs to navigate the complex technology purchasing process.

[00:08:00] The e-book is available for a free download.

[00:08:03] If you want to make AI more practical, how about some tactics?

[00:08:06] In a recent article by Ethan Mollick, it was highlighted that a significant number of workers are utilizing AI in their jobs, with a study from Denmark showing that 65% of marketers and 64% of journalists have engaged with AI tools.

[00:08:20] A separate study in the U.S. revealed that one-third of workers used generative AI within a week, with productivity improvements of 25% noted in consulting tasks and a 26% increase from the original GitHub co-pilot for coding.

[00:08:34] Despite these advancements, many organizational leaders report minimal AI use, indicating a disconnect between individual productivity gains and overall organizational performance.

[00:08:45] Mollick suggests companies must focus on internal research and development initiatives to bridge the gap, encouraging experimentation among employees while alleviating fears of repercussions.

[00:08:56] Why do we care?

[00:08:57] There's some great strategy here, fostering AI experimentation and cultural buy-in at an organizational level, rather than treating AI as a bolt-on tool.

[00:09:06] Aligning sales and marketing strategies to match the evolving tech purchasing journeys of small businesses, focusing on content and relationship building.

[00:09:14] And zero trust models for both security and AI deployment.

[00:09:17] Some big ideas for you to consider.

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[00:10:01] I'm looking forward to that discussion.

[00:10:05] Thanks for listening.

[00:10:06] It's National Clean Up Your Virtual Desktop Day, so get that stuff off your background.

[00:10:10] It's also National Pasta Day.

[00:10:13] Tomorrow, you'll get a bonus episode as I talk with Stephen Cook, owner of Strategic IT Services.

[00:10:18] I enjoy talking to MSPs to get insights from the field.

[00:10:22] Stephen says he has a hot take.

[00:10:23] I'll leave it to you to judge his thoughts.

[00:10:26] Then on Sunday, you get my interview with Avi Perez, the CEO and co-founder of Pyramid Analytics.

[00:10:33] Some great insights into data governance.

[00:10:36] I'll be back again on Monday.

[00:10:38] If you got a comment or a thought on a story, put it on the comments if you're on YouTube or reach out on LinkedIn if you're listening to the podcast.

[00:10:43] Have a great weekend.

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