Seattle Washington Building Expert Directory

How Machine Learning Can Help with Urban Development

March 27, 2019 — Aarni Heiskanen - AEC Business
An experimentation project has demonstrated the capabilities of machine learning in urban development. It used images as a starting point and came up with interesting and useful applications. “I read data science papers on how machine vision algorithms can be used with satellite imagery. I immediately saw a connection to what we had been doing,” Antti Kauppi, architect at Arkkitehdit Sankari, explains. “Most people associate image recognition with Google’s visual searches. Google can distinguish whether a photo shows a cat or another animal, for example. We went a step further.” An Experiment with Open Urban Imagery Arkkitehdit Sankari Oy, a Finnish architectural design firm began the experimentation project CityCNN in May 2018. It received funding from KIRA-digi, the Finnish government’s digitalization program for the built environment. CityCNN explored the possibilities of using machine learning and open data for urban development. Read the court decision
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Reprinted courtesy of Aarni Heiskanen, AEC Business
Mr. Heiskanen may be contacted at aec-business@aepartners.fi

California Construction Bill Dies in Committee

July 21, 2011 — CDJ STAFF

AB 20, which its sponsor, Linda Halderman (R-Fresno), stated would discourage class action lawsuits against builders and protect jobs in the construction industry, has died in committee. Although the Business Journal reported in June that Haldeman was promoting the bill during a talk in her district and the bill is still on her web site, the California Assembly reports that the bill failed in committee on March 15, 2011. It is possible that the bill could be reconsidered, but the Assembly Committee on Judiciary sees the bill as responding to issues quieted by SB 800 which gives builders the right to repair alleged defects before any suit can be filed.

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Falling Crime Rates Make Dangerous Neighborhoods Safe for Bidding Wars

March 19, 2015 — Heather Perlberg, Prashant Gopal and John Gittelsohn – Bloomberg
(Bloomberg) -- LaTasha Gunnels was outbid four times before she snagged a home in Anacostia, the southeast Washington, D.C. neighborhood that comes with a discount because of its reputation for drugs and crime. The 35-year-old nurse said the area, in a section of the city across a river from Capitol Hill known for its historically high murder rates, is changing rapidly. Buyers like Gunnels, priced out of costlier spots, helped lift values 21 percent in the Anacostia area in 2014, the biggest surge of any D.C. neighborhood, according to data provider Real Estate Business Intelligence. “I’m not going to sugarcoat it -- crime is still there -- but police officers are on every single corner and nobody has bothered me yet,” Gunnels said. “What I’m paying for my mortgage, people are paying for one-bedroom apartments in other parts of D.C.” Reprinted courtesy of Bloomberg reportersHeather Perlberg, Prashant Gopal, and John Gittelsohn Ms. Perlberg may be contacted at hperlberg@bloomberg.net Mr. Gopal may be contacted at pgopal2@bloomberg.net Mr. Gittelsohn may be contacted at johngitt@bloomberg.net Read the court decision
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Residential Construction Surges in Durham

October 30, 2013 — CDJ STAFF
Third quarter residential construction permits in Durham, North Carolina were up 72% over the third quarter of last year, for a total of 1,770 new residential units. There was a large increase in the value of the construction contracts as well, with construction contracts reaching $151.3 million, more than $42 million over the same period in 2012. Ted Conner of the Greater Durham Chamber of Commerce said that he didn’t “think we’re going to continue to see that frenetic, high level of activity, but it’s still very active.” One reason for increased residential construction is a lack of available apartment spaces, which is also sending rents up in the area. Although much of the new construction will be middle- to upper-end, the greater availability should help all renters. Read the court decision
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Umbrella Policy Must Drop Down to Assist with Defense

May 12, 2016 — Tred R. Eyerly – Insurance Law Hawaii
The court determined that an umbrella carrier was obligated to assist the general liability insurer in defending the insured. Am. States Ins. Co. v. Insurance Company of the State of Pennsylvania, 2016 U.S. Dist LEXIS 38128 (E.D. Cal. March 23, 2016). Sierra Pacific Industries obtained rights to timber harvesting operation on a parcel of land in northern California. Sierra hired Howell's Forest Harvesting to perform certain timber harvest operations under the terms of a logging agreement. The logging agreement required Howell to obtain a CGL policy and to name Sierra as an additional insured. Read the court decision
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Reprinted courtesy of Tred R. Eyerly, Insurance Law Hawaii
Mr. Eyerly may be contacted at te@hawaiilawyer.com

Wall Street Is Buying Starter Homes to Quietly Become America’s Landlord

February 27, 2023 — Patrick Clark - Bloomberg
Javier Vidana started out as a real estate agent in 2013, when Arizona’s Salt River Valley seemed wide open. It was the aftermath of a housing market crash that had seen the typical home value in the Phoenix metro area fall more than 50%, and a single parent with good credit could tap loan programs geared toward first-time homeowners and find a pretty decent place to live. For Vidana, the challenge was convincing potential clients that a house was something they wanted to own. “We were on the phone begging people to buy,” he says. “There was no buyer confidence whatsoever.” The economy crawled forward, and the housing market with it. Vidana made a specialty of tutoring young buyers on real estate basics. Soon he was supplementing his commission income by selling how-to PDFs on his website and collecting ad revenue on his YouTube channel. Then the pandemic sparked a boom that gave him something new to explain. Americans responded to the work-from-home era by house shopping, and no big city was hotter than Phoenix. The median home was worth about $285,000 at the beginning of the pandemic; it was valued at $435,000 two years later. It wasn’t unheard of for a seller to receive 50 offers or more, or for a prospective buyer to make offers on a dozen different homes before finally closing a deal. Read the court decision
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Reprinted courtesy of Patrick Clark, Bloomberg

OSHA/VOSH Roundup

August 31, 2020 — Christopher G. Hill - Construction Law Musings
In an unusual flurry of occupational safety related activity, the Virginia courts decided two cases in the last week relating to either the review of occupational safety regulations themselves or their enforcement. In Nat’l College of Business & Technology Inc. v. Davenport (.pdf), the Virginia Court of Appeals considered what constitutes a “serious” violation of the exposure to asbestos Virginia Occupational Safety & Health (VOSH) regulations. The facts found by the Salem, Virginia Circuit Court were that employees of the petitioner college were exposed to asbestos insulation when they were required to enter a boiler room to retrieve paper files. However, no evidence was presented regarding the length of time or level of exposure at the Circuit Court level. Despite the lack of evidence regarding the level or extent of exposure, the Circuit Court upheld the VOSH citation for exposure and the level of violation at a “serious” level with the attendant penalty. The Virginia Court of Appeals disagreed with the second finding. The appellate court determined that the lack of evidence regarding the level of exposure (whether length or extent) made the serious level violation an error. The Court stated that merely presenting evidence that asbestos is a carcinogen is not enough given the number of carcinogenic materials in existence and then remanded the case back to Circuit Court to reconsider the penalty level. Read the court decision
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Reprinted courtesy of The Law Office of Christopher G. Hill
Mr. Hill may be contacted at chrisghill@constructionlawva.com

Employee Handbooks—Your First Line of Defense

April 15, 2015 — Craig Martin – Construction Contractor Advisor
This spring has been busy with questions about employee handbooks. Perhaps it is because the NLRB just issued a directive on the legality of various clauses usually contained in handbooks. Or perhaps it’s because employers, including construction companies, are realizing the importance that handbooks play in defending against claims of harassment. Employee Handbooks Are Important Employee handbooks are an employer’s first line of defense in claims of harassment. A key provision to any employee handbook is an anti-harassment provision that includes:

A definition of harassment;
The process to complain about harassment;
A commitment to investigate all claims of harassment; and
An assurance that no one will be retaliated against for reporting harassment.

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Reprinted courtesy of Craig Martin, Lamson, Dugan and Murray, LLP
Mr. Martin may be contacted at cmartin@ldmlaw.com

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