Author Archives: mike@standardsmichigan.com

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Bias and Fairness in Large Language Models

https://thebrandhopper.com/2020/11/13/marketing-concept-diffusion-of-innovation/
In the early stages of a new technology, innovation is fluid, experimental, and highly uncertain. Multiple competing designs, architectures, and approaches coexist as inventors, startups, and firms explore possibilities. Without established standards, there is no dominant design—products vary widely in features, interfaces, and performance.  This “pre-standard” or “ferment” phase fuels rapid, radical innovation.  Engineers iterate quickly, creativity thrives, and breakthroughs emerge through trial-and-error.

 

However, fragmentation creates compatibility issues, high risk for adopters, and market confusion. Investment is speculative, and many early solutions eventually fail. Only after a dominant design or technical standard wins (through market forces, regulation, or consensus) does the industry stabilize. Innovation then shifts from product architecture to incremental improvements, manufacturing efficiency, and complementary services. The early chaotic period, though messy, is essential—it determines which technologies shape the future.

 

Today we sort through the literature on the stabilization of American English as the de-facto “Language of the Internet” and the Artificial Intelligence zietgeist

Readings: Bias and Fairness in Large Language Models


The Buttery

Net Position 2025: £282 million

Grounds and Facilities Virtual Tour

As with many Tudor-era buildings the result of Lady Margaret Beaufort patronage, there is no named architect. The Great Gate, the First Court, the Chapel and the surrounding ranges were designed “on the fly” by stonemasons at the job site.

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The Two Cultures - Wikipedia

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For the 2021/22 cohort alone international students generated ~£41.9bn in benefits (tuition, living expenses, visitor spending) against £4.4bn in public service costs — a £37.4bn net benefit (benefit-cost ratio ~9.4:1). This equates to ~£560 per UK resident or £466 extra per working adult annually. They cross-subsidise UK students and research (domestic fees are frozen in real terms), support jobs in university towns, and boost exports. At places like Christ’s College, ~1/3 of undergraduates are international, helping sustain operations.

Economic: The money helps universities and local economies short-term, but doesn’t fix low UK productivity, skills gaps, or stagnant wages in non-university sectors. Many internationals return home after studies (or via the Graduate route), so long-term innovation/entrepreneurship spillovers are limited. Over-reliance risks vulnerability if numbers drop (as seen with recent policy changes).

Social/Housing/NHS: Rapid growth (post-2019 surge) adds pressure on housing stock, especially in student cities — contributing to shortages and higher rents in some areas. They pay the Immigration Health Surcharge and use fewer services than averages, but the scale strains local infrastructure.

Cultural: They enrich campuses with diversity and global perspectives, but rapid inflows can challenge social cohesion, integration, or a sense of shared national identity in some communities. Public opinion is mostly positive on a person-by-person basis but, taken en-mass, England-born English are wary — on now openly hostile — toward overall migration volumes.

Universities excel at education and soft power (future global leaders with UK ties), but they are not designed as primary tools for fixing domestic policy failures like planning laws, welfare design, or skills training. These require broader government action beyond attracting “aspirational” fee-payers.

G

Grounds and Facilities

Lingua Franca

Plain Writing Act of 2010

White House: Designating English as the Official Language of The United States

2026 National Electrical Code Article 100 Definitions Public Input Transcript (Definitions)

2026 National Electrical Code Article 100 Definitions Public Comment Transcript (Definitions)


“The English genius is essentially eclectic;

it borrows from everywhere and from every time.”

— Peter Ackroyd | 2004  Albion: the origins of the English imagination

“The Tower of Babel” 1563 | Pieter Bruegel the Elder

 

“Wer von Fremdsprachen nichts versteht, kennt seine eigenen nichts.”

– Johann Wolfgang von Goethe

 

Disagree with someone and cannot persuade them?  Do you need to hide your intransigence or ulterior motive? Then change the basis of discussion by changing the subject with a different definition.

This happens routinely in political discourse and rather frequently in best practice discovery and promulgation in building construction and settlement infrastructure standards[1].  Assuming all parties are negotiating in good faith resolution may lie in agreement on a common understanding of what a satisfying agreement might look like.

Admittedly, a subtle and challenging topic outside our wheelhouse[2] hence the need to improve our organization of this topic starting with today’s colloquium; with follow on sessions every month.

Starting 2025 we will organize our approach to this topic, thus:

Language 100.  Survey of linguistic basics for developing codes, standards and regulations.  Many vertical incumbents have developed their own style manuals

Language 200.  Electrotechnical vocabulary

Language 300.  Architectural and Allied trade vocabulary

Language 400.  The language of government regulations; the euphemisms of politicians with influence over the built environment

Language 500.  Advanced topics such as large language models or spoken dialects such as “High Michigan” — arguably, the standard American dialect where it applies to the standards listed above.

Naming & Signs


It may not be obvious how profound the choice of words and phrases have on leading practice discovery and promulgation.  For example, “What is Gender” determines the number, placement and functionality of sanitary technologies in housing, hospitals and sporting.   The United States has a Supreme Court justice that cannot define “woman”

As always, we will respond to public consultation opportunities wherever we can find them.  Some organizations are better than this than others.

Large Language Models

Glossary: Education

Examples of Variations in Translations of Homer’s Odyssey

Banished Words 2025 (And words that refuse to be banished)

Today we limit our discussion to language changes in the catalogs of ANSI-accredited standards developers whose titles have the most influence over the interoperability of safety and sustainability technologies that create and sustain the built environment of educational settlements.

American Institute of Architects: Definitions for Building Performance 

ASHRAE International

Language Proficiency

International Code Council

Institute of Electrical and Electronic Engineers

National Fire Protection Association

Qu’est-ce qu’une nation?

Using tasks in language teaching

print(“Python”)

Love and Mathematics

The Guy Who Over-Pronounces Foreign Words

Every building construction discipline has its own parlance and terms of art.

This is enough for a one-hour session and, depending upon interest, we will schedule a breakout session outside of our normal “daily” office hours.  Use the login credentials at the upper right of our home page.

ΒΙΒΛΙΟΘΗΚΕΣ

Starting 2024 and running into 2025 we will break down this topic further, starting with construction contract language — Lingua Franca 300:

“Standard” History

History of the English Speaking Peoples

Language Proficiency

Geomatics

Large Language Models

Travels with the Sundry Folk

Reflections on the verb “to be”

Banished Words 2025 (And words that refuse to be banished)

Forbidden Words

Using tasks in language teaching

William Tyndale: The Father of Modern English

“Music does an end run around language” — James Taylor

Electropedia: The World’s Online Electrotechnical Vocabulary

Standard Definition: “Developing” Country

The Guy Who Over-Pronounces Foreign Words

ANSI Acronymn Dictionary

Footnotes:

(1) The United States government defines a “Green Building” as a building that has been designed, constructed, and operated in a way that reduces or eliminates negative impacts on the environment and occupants. The government has established various standards and certifications that buildings can achieve to be considered “green.”

The most widely recognized green building certification in the United States is the Leadership in Energy and Environmental Design (LEED) certification, which is administered by the U.S. Green Building Council (USGBC). To achieve LEED certification, a building must meet certain standards related to sustainable site development, water efficiency, energy efficiency, materials selection, and indoor environmental quality.

In addition to the LEED certification, there are other programs and standards that can be used to measure and certify the sustainability of buildings, such as the Green Globes rating system and the Living Building Challenge.

Overall, the goal of green building is to create buildings that are not only environmentally sustainable but also healthier, more comfortable, and more efficient for occupants, while reducing energy consumption and greenhouse gas emissions. By promoting green building practices, the U.S. government aims to reduce the environmental impact of the built environment and move towards a more sustainable future.

(2) The U.S. Green Building Council is a conformance organization.  See the discussion our ABOUT for background on incumbent stakeholders.

Summer Swoon

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Ghana’s Rabbit Industry

Like many folk traditions of saying “Rabbit, rabbit” to your colleagues on the first day of the month has an unclear origin and has several variations and interpretations.  We use it a reason to explore university research into food sources; the proper business of education communities everywhere.  In one version of the tradition, saying “Rabbit, rabbit” or “White rabbit” as the first words upon waking on the first day of the month is believed to bring good luck for the rest of that month. It is thought to ensure good fortune, happiness, and general positivity throughout the coming weeks.

The specific origins and reasons behind this tradition are difficult to trace, as superstitions often evolve and are passed down through generations. It’s worth noting that this practice is not universally known or followed, and its popularity may vary among different regions and communities.  Ultimately, the saying “Rabbit, rabbit” on the first day of the month is an example of a charming and whimsical superstition that some individuals enjoy participating in as a fun way to start the month on a positive note.

Codex Alimentarius

Graduation, Dating, Engagements, Weddings, Births & Obituaries


‘In the end, it is character that decides . things, not intellect alone.’ (C.P. Snow, ‘The Masters’, 1951)


Michigan State University

t5rtrtr

Weddings

 



Nine years later and first day as husband and wife they got to finally sneak a kiss in one of the first places they ever passed notes

Hun School Of Princeton

“…I have spread my dreams under your feet; Tread softly because you tread on my dreams.” –W.B. Yeats | ‘He Wishes for the Cloths of Heaven’

“Nature’s Masterpiece”

Several colleges and universities have “kissing benches” or similar traditions tied to romance on campus.

Michigan State University Beaumont Tower: Nick and Myra Kanillopoulos

Syracuse University. Kissing Bench: This bench on the Quad is steeped in tradition. Legend has it that if a couple kisses on the bench, they will eventually marry. Conversely, if a single person sits there alone, they risk staying single forever.

University of Idaho.  Hello Walk and Kissing Rock: While not a bench, this area on campus features a large rock where students have historically kissed. It’s a romantic tradition for couples at the university.

Florida State University Kissing Bench

University of North Carolina at Chapel Hill

Clemson University Lover’s Lane

Illinois State University

University of Cambridge: St. John’s College Bridge of Sighs

University of Oxford: The Bridge of Sighs

University of Bath Somerset County: Sham Castle

Weddings

Sport News

Michigan State University | Ingham County

Rocky Mountain Intercollegiate Skiing Association

College Bowl Games

Fernando Mendoza’s post game interview after winning the Big Ten
byu/justletmeregisteryou insports

 

 

 



Michigan Girl, Our Michigan Girl….

Sport Standards

 

 

Mixed Gender Sport by Design

Engineering in Sport



“Rowing is more poetry than sport.” — George Pocock (‘Boys in the Boat’ 2024), a British-born boat builder, rowing coach, and influential figure in American rowing, best known for his craftsmanship of racing shells and his philosophical approach to the sport.

Winter Sport

“There is no greater glory for a man than that which he wins with his own hands and feet.” (Homer, Iliad c. 8th Century BCE)

“Asparagus Officinalis” Soup

Standards Indiana

Indiana

 

Colloquy (May)

Today, an  open agenda. Whatever anyone wants to talk about.  We do this once every month.  Use the login credentials at the upper right of our home page.

 

Retrodiction

Education & Healthcare Facility Electrotechnology Committee

 

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