Paul Welty, PhD WORK, BEING, AND STAYING HUMAN

Polymathic

Essays, notes, and experiments — mostly about work, AI, and how to be a better human in the middle of all of it.

Bookmark: New ways to brand your product knowledge base

Aha! Knowledge introduces advanced customization features to blend your knowledge base seamlessly with your brand. These updates offer extended theme colors, diverse font options, and enhancements to the homepage such as clickable logos and adjustable button styles. Such customization fosters user trust and helps them navigate content more efficiently. Moreover, the introduction of “Collections” allows for structured labeling, enhancing content organization and aiding search functionality. read more >

Bookmark: Goodbye digital transformation, hello AI-first business transformation

A fitting quote from the article is: “AI is pushing for reinvention, innovation, and the exploration of the art of the possible.”
Goodbye digital transformation, hello AI-first business transformation

The article discusses the transition from digital transformation to AI-first business transformation. It argues that the digital transformation approach primarily focused on digitalizing existing models rather than fundamentally transforming business paradigms. Many companies digitized legacy processes, which led to complexity and silos rather than true transformation. The emergence …

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Bookmark: ‘The Black Swan’ author warns future selloffs could be 2-3 times worse than the DeepSeek shock as it reveals how fragile the economy is

“This is the beginning. The beginning of an adjustment of people to reality.” - Nassim Taleb
‘The Black Swan’ author warns future selloffs could be 2-3 times worse than the DeepSeek shock as it reveals how fragile the economy is

Nassim Taleb, author of “The Black Swan,” has warned of potential market instability following the significant stock downturn experienced by Nvidia. This came amidst concerns over DeepSeek’s new AI offering, which operates at significantly reduced costs compared to rivals. Nvidia’s stock declined by 17%, eradicating $589 billion in …

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Article analysis: Are managers at risk in an AI-driven future?

“The rise of AI is reshaping our expectations of management, suggesting a shift toward collective interests and a more human-focused approach in work relationships.”

Are managers at risk in an AI-driven future?

Summary

The article *“Are managers at risk in an AI-driven future?”* asserts that while AI is unlikely to replace managers outright, it will significantly reshape management roles. AI technology is shifting management towards a more human-centric approach, emphasizing collective interests and soft skills over hard technical skills. This evolution echoes …

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Article analysis: Every Business’s Goal: Cut Costs And Increase Revenue

“AI identifies the propensity for churn and why that potential exists and recommends areas to improve a customer’s experience. Then human beings can work with the customer to solve these challenges so their time investment focuses on the human experience, not the laborious data collection and analysis.”

Every Business’s Goal: Cut Costs And Increase Revenue

Summary

The article, authored by Thomas Lah, emphasizes the pivotal shift within the tech industry from growth-focused strategies to prioritizing profitability, coinciding with the increasing role of artificial …

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Article analysis: Wharton professor Ethan Mollick says companies must make organizational changes if they want to benefit from AI

The article includes a poignant quote from Ethan Mollick that encapsulates its central thesis: “Until we change the organization, we won’t get much benefit.” This statement succinctly emphasizes the necessity of organizational transformation to effectively leverage AI’s potential.

Wharton professor Ethan Mollick says companies must make organizational changes if they want to benefit from AI

Summary

Ethan Mollick, a prominent AI authority and professor at UPenn’s Wharton School, argues that companies must implement significant organizational changes to harness the full …

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Bookmark: DeepSeek is bad for Silicon Valley. But it might be great for you.

I couldn’t find a direct quote from the article related to DeepSeek’s AI model. Please provide more specific details or try again with more context.
DeepSeek is bad for Silicon Valley. But it might be great for you.

DeepSeek, a Chinese startup, has disrupted the tech industry by unveiling an open-source AI model, DeepSeek-R1. This model rivals OpenAI’s o1 in performance with significantly lower resource expenditure. While companies like OpenAI, Google, and Microsoft have spent billions developing AI, DeepSeek reportedly trained its predecessor for under $6 million. Their …

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Bookmark: Exposed DeepSeek Database Revealed Chat Prompts and Internal Data

“The fact that mistakes happen is correct, but this is a dramatic mistake, because the effort level is very low and the access level that we got is very high,” Ami Luttwak, the CTO of Wiz tells WIRED.
Exposed DeepSeek Database Revealed Chat Prompts and Internal Data

The DeepSeek database incident underscores significant cybersecurity issues within emerging AI platforms. The Chinese AI firm DeepSeek unwittingly exposed a large database, including system logs, user prompts, and API keys, accumulating over a million records. The exposed data, discovered by security researchers at …

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Bookmark: Rumors are swirling that OpenAI is on the brink of AGI and ASI

“We are now confident we know how to build AGI as we have traditionally understood it,” Altman said in a blog post recently, adding that OpenAI is already starting to look at superintelligence development.
Rumors are swirling that OpenAI is on the brink of AGI and ASI

OpenAI’s progress toward artificial general intelligence (AGI) and artificial superintelligence (ASI) remains uncertain amidst a series of recent developments. While OpenAI has not announced a significant ChatGPT upgrade, it has made strides with the release of the o1 reasoning model and advancements like the …

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Bookmark: The Next Wave of Automation: Will AI Disrupt More High-Skill Jobs?

The Next Wave of Automation: Will AI Disrupt More High-Skill Jobs?

The article “The Next Wave of Automation: Will AI Disrupt More High-Skill Jobs?” explores how advancing AI technologies are set to disrupt high-skill jobs previously thought secure from automation. Initially impacting low-skill work, AI now encroaches on professional sectors by automating complex tasks such as coding, artistic creation, legal drafting, and financial planning. As a result, professionals in fields like engineering, finance, and law may face increased competition from machines. AI’s rapid data …

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