Sunday, March 1, 2026

The "Hollow" Middle

 


The "Hollow" Middle: Why AI in 2026 Reminds Me of the 1970s Office

I’ve been spending my morning coffee looking at the latest HR and tech forecasts for 2026, and something caught my eye that felt like a jolt of dΓ©jΓ  vu. Reports from firms like Korn Ferry and Deloitte are sounding a warning bell about "hollowing out" the leadership pipeline. They note that while companies are racing to replace entry-level roles and middle-management layers with AI agents, they are inadvertently destroying their "future leadership bench."

As a retired HR executive who started in the trenches in the late 60s, this feels remarkably familiar.

The Efficiency Trap

Back in the day, when we introduced the first wave of "serious" office automation—think early word processors and the mid-70s fax machines—the goal was the same: efficiency. We thought we could just trim the "overhead" and keep the decision-makers at the top.

But here’s what we learned then, and what we seem to be forgetting now: the "middle" isn't just a layer of cost; it’s a laboratory for wisdom.

In my early career, those "entry-level" tasks were where I learned the nuance of human behavior—the subtle art of reading a room or understanding why a policy that looks good on paper fails in the breakroom. When you automate the "grunt work" entirely, you rob the next generation of the friction they need to develop professional calluses.

The Problem with "Agentic" Leadership

The buzzword for 2026 is "Agentic AI"—systems that don't just answer questions but actually execute processes. On thegubblog, I often talk about finding purpose in retirement, but for those still in the game, the challenge is finding a "purposeful" career path when the first five rungs of the ladder have been replaced by a silicon chip.

If the AI is doing the document review, the initial interviewing, and the data synthesis, where does the 25-year-old HR coordinator learn to spot the "red flags" that a machine might miss?

A Thought for My Fellow Retirees

For those of us in Ottawa watching these shifts from the comfort of retirement, it’s a fascinating time. We are the generation that remembers life before the fax, and now we’re seeing life after the human entry-level worker.

My advice to the young folks I still mentor? Don't just learn to use the AI. Learn to orchestrate it. If the middle is hollowing out, you need to jump from "doer" to "director" much faster than I ever did.

As for me, I’ll stick to my blog. The AI can draft my posts, but it can't replicate the 40 years of HR scars that tell me when a "trend" is just history repeating itself in a shiny new coat of code.

Daily AI Brief: The State of Intelligence (March 1, 2026)

 

Daily AI Brief: The State of Intelligence (March 1, 2026)

Welcome to today’s breakdown of the most significant shifts in the artificial intelligence landscape. From a massive regulatory milestone in Southeast Asia to new research questioning the "routine" tasks of high-level professionals, here is what you need to know today.


## 🌍 Global Regulation: Vietnam Leads a New Era

Today marks a historic shift in AI governance as Vietnam’s AI Law begins its phased four-year implementation (Fong, 2026). This move makes Vietnam the first country in Southeast Asia to establish a formal, comprehensive legal framework for AI, moving beyond the voluntary "soft law" approach favored by many of its neighbors.

Key Highlights of the Law:

  • Risk-Based Approach: Similar to the EU AI Act, it mandates strict compliance for "high-risk" applications, though specific sector definitions are left to individual government bodies (Fong, 2026).

  • Integrated Cybersecurity: The law was passed alongside updated intellectual property and cybersecurity statutes to create a unified defense against AI-specific incidents (Fong, 2026).

  • Enforcement Horizon: While the law is now active, the formal appointment of regulatory authorities and detailed enforcement mechanisms will continue to roll out throughout 2026 (Fong, 2026).


## πŸ”¬ Research Breakthrough: The "Mimicking" of High-Finance

New research from the NBER has sent ripples through the financial sector. A study on asset management found that 71% of portfolio managers' trades can be accurately predicted and mimicked using relatively straightforward AI models (Cohen et al., 2026).

The study introduces a vital distinction between "Routine Tasks" (reproducible by AI) and "Non-Routine Tasks" (requiring human intuition and high-skill effort) (Cohen et al., 2026). As AI continues to replicate these "routine" decisions at a lower cost, the researchers suggest that the equilibrium wages for human asset managers may face significant downward pressure (Cohen et al., 2026).


## πŸ›‘️ Ethical & Healthcare AI: Addressing the Stigma

Recent peer-reviewed findings have highlighted a critical flaw in generative AI for public health. A case study on AI-generated images for substance use disorder (SUD) found that default models (like ChatGPT-4o) frequently produced stigmatizing imagery—often featuring dark colors, chains, and a lack of diversity (Ali & Aysan, 2026).

However, there is a silver lining: the study demonstrated that guideline-informed prompting can significantly reduce this stigma, although it also revealed that models may then over-correct, leading to new demographic biases in the output (Ali & Aysan, 2026).


## πŸš€ Notable Industry Trends

  • Automated Compliance: A new policy concept is gaining traction: "Automated Compliance." Experts argue that as AI capabilities grow, the models themselves will be able to handle complex regulatory reporting cheaply and autonomously, potentially reducing the "innovation tax" of new laws (Wang et al., 2026).

  • NIST Expansion: In the U.S., the National Institute of Standards and Technology (NIST) has officially launched new Centers for AI in Manufacturing and Critical Infrastructure to ensure American leadership in "trustworthy" AI (NIST, 2025).


## References

Ali, H., & Aysan, A. F. (2026). Navigating the Future of Finance: The Transformative Role of Generative AI. Journal of Central Banking Law and Institutions, 5(1), 79–124. https://doi.org/10.21098/jcli.v5i1.431

Cohen, L., Lu, Y., & Nguyen, Q. H. (2026). Mimicking Finance. NBER Working Paper No. 34849. https://www.nber.org/system/files/working_papers/w34849/w34849.pdf

Fong, K. (2026). What is Shaping Artificial Intelligence (AI) Governance Policies in Southeast Asia? ISEAS-Yusof Ishak Institute, 2025(13). https://www.iseas.edu.sg/articles-commentaries/iseas-perspective/2025-13-what-is-shaping-artificial-intelligence-ai-governance-policies-in-southeast-asia-by-kristina-fong/

National Institute of Standards and Technology. (2025). NIST Launches Centers for AI in Manufacturing and Critical Infrastructure. https://www.nist.gov/itl

Wang, J., Selbst, A. D., Barocas, S., & Venkatasubramanian, S. (2026). Distinguishing Task-Specific and General-Purpose AI in Regulation. arXiv preprint arXiv:2506.17347. https://arxiv.org/pdf/2506.17347

Sunday, March 1, 2026

 

🌍 This Day in History: March 1

  • 1562: The Massacre of Wassy occurs in France, where dozens of Huguenots were killed, marking the beginning of the French Wars of Religion.

  • 1811: The Mamluk Dynasty ends in Egypt after ruler Muhammad Ali Pasha orders the assassination of nearly all its leaders in Cairo.

  • 1896: Ethiopian forces defeat the Italian army at the Battle of Adwa, ensuring Ethiopia remains the only African nation to successfully resist 19th-century European colonialism.

  • 1919: The March 1st Movement begins in Korea as activists gather in Seoul to read the "Proclamation of Independence" against Japanese colonial rule.

  • 1954: The United States detonates Castle Bravo, a 15-megaton hydrogen bomb, at Bikini Atoll, causing the worst accidental radioactive contamination in U.S. testing history.

  • 1992: Bosnia and Herzegovina declares independence from the Socialist Federal Republic of Yugoslavia following a referendum.


πŸ‡¨πŸ‡¦ Canada Political Update

  • Yesterday: PM Mark Carney officially backed U.S.-Israeli military action against Iran, sparking domestic debate over security risks and potential "transnational repression" against the Iranian-Canadian diaspora.

  • Today: Government officials are expected to provide briefings on heightened domestic security protocols and the potential impact of Middle East instability on Canadian energy markets.

πŸ‡ΊπŸ‡Έ US Political Update

  • Yesterday: President Trump announced "Operation Epic Fury," a massive joint air campaign with Israel targeting Iran's nuclear and military sites, while claiming Iranian Supreme Leader Ayatollah Ali Khamenei was killed in the strikes.

🌏 Global Legacy

  • The World Will Remember: February 28, 2026, will be remembered as the day the Middle East entered a "fight to the finish," with the initiation of direct, large-scale conflict between the U.S./Israel and Iran, potentially ending decades of the "shadow war" era.


πŸ’‘ Daily Insights

Quotation of the Day: "Only the dead have seen the end of war." — Plato (Ancient Greek Philosopher)

πŸ“ Ottawa, ON Observation Deck

  • Sunrise: 6:40 am

  • Sunset: 5:49 pm

  • Moon Phase: Waxing Gibbous (96% illumination; approaching the Full "Worm Moon" on March 3rd).