How Machine Learning Can Help with Urban Development
March 27, 2019 —
Aarni Heiskanen - AEC BusinessAn 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.
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Aarni Heiskanen, AEC BusinessMr. Heiskanen may be contacted at
aec-business@aepartners.fi
Deferred Maintenance?
December 17, 2024 —
Daniel Lund III - LexologyA Tennessee-based “outsourced maintenance vendor” to an engine company filed suit in Louisiana state court seeking to recover nearly $150,000 on “open account,” for work previously performed. The engine company removed the case to the Federal District Court in New Orleans and asserted as a defense that the vendor lacked a proper Louisiana construction contractor’s license. The engine company filed a motion for summary judgment based on the defense.
Under Louisiana law, a contract between parties is “absolutely null”--considered to have never existed--where one of the parties performed services without a required Louisiana contractor’s license, and the combined work reaches a $50,000 threshold. The engine company asserted that the vendor performed typical construction contractor work, including plywood flooring, applied epoxy to concrete flooring, erected part of a commercial carport, undertook certain heavy demolition, and installed fences, guardrails, and wire racks.
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Daniel Lund III, PhelpsMr. Lund may be contacted at
daniel.lund@phelps.com
Navigating the Construction Burrito: OCIP Policies in California’s Construction Defect Cases
November 16, 2023 —
Alexa Stephenson & Ivette Kincaid - Kahana FeldIn the early 2000’s, Owner-Controlled Insurance Programs (OCIP) or WRAPS, were traditionally used in large commercial projects of over $50 million in construction costs. As construction defect lawsuits became more prevalent, subcontractors found themselves unable to meet the insurance requirements of their contracts with developers and general contractors because they could not find insurance companies that were willing to insure the risk. This presented a problem for developers and general contractors and left them with no option but to look into new insurance products that would insure them and all subcontractors who worked on the project. OCIPs became in some instances the only insurance option for developers, general contractors, and subcontractors to build single-family or multi-family projects in California and other western states.
OCIPS or WRAPS, often likened to the layers of a savory burrito, offer both enticing benefits and potential pitfalls. Just as a burrito’s ingredients can harmonize or clash, OCIP policies can shape the outcome of legal battles, impacting contractors, developers, and insurers alike.
Pros – Savoring the OCIP Burrito:
1. Wrapped Protection: Much like a well-folded burrito envelops its contents, OCIP policies offer comprehensive coverage for construction projects. Developers, general contractors, and subcontractors find comfort in knowing that their liability risks are bundled into a single policy, ensuring all enrolled parties have coverage in the event of a claim.
Reprinted courtesy of
Alexa Stephenson, Kahana Feld and
Ivette Kincaid, Kahana Feld
Ms. Stephenson may be contacted at astephenson@kahanafeld.com
Ms. Kincaid may be contacted at ikincaid@kahanafeld.com
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OSHA Issues Final Rule on Electronic Submission of Injury and Illness Data
September 25, 2023 —
Garret Murai - California Construction Law BlogThe U.S. Occupational Safety and Health Administration (OSHA) has issued its
final rule (Final Rule) on electronic submission of injury and illness information. The Final Rule applies to employers with 100 or more employees in certain high-hazard industries, including construction, and requires such employers to electronically submit injury and illness information to OSHA on a yearly basis. If you fall into that category, here’s what you need to know to comply:
Who do the Final Rules apply to?
The Final Rules apply to companies with 100 or more employees in certain high-hazard industries. This includes construction companies with 100 or more employees working on federal construction projects. The “100 or more employees” threshold applies to companies with 100 or more employees at any time during the previous calendar year.
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Garret Murai, Nomos LLPMr. Murai may be contacted at
gmurai@nomosllp.com
Environmental Law Violations: When you Should Hire a Lawyer
October 09, 2018 —
Bremer Whyte Brown & O’MearaEnvironmental law violations can have an enormous impact on your ongoing profitability. Environmental law is complicated and multifaceted, with laws at the local, state, and federal level often overlapping. In this article, we’ll discuss environmental law violations in the context of defending against an environmental law claim. In doing so, we’ll take a brief look at what environmental law is, and explore some environmental law violations cases. This should shed some light on the complex nature of environmental law litigation, and highlight the importance of securing legal representation with the scope and breadth of practice to wade into an environmental law violation case.
What is Environmental Law?
Before diving into specific environmental law violation cases, it is helpful to first provide a basic outline of what environmental law is and what different levels of environmental law exist in the United States. The most well-known environmental law exists at the federal level and is enforced by the Environmental Protection Agency (EPA). The EPA is responsible for enforcing directives that have been set forth by Congress over time. These include a variety of Acts, including the Clean Air Act and Clean Water Act.
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Bremer Whyte Brown & O’Meara
20 Years of BHA at West Coast Casualty's CD Seminar: Chronicling BHA's Innovative Exhibits
May 03, 2018 —
Beverley BevenFlorez-CDJ STAFFThe Bert L. Howe & Associates, Inc., (BHA) exhibit has been a fixture at West Coast Casualty's Construction Defect Seminar since the mid-1990's. Through the years, BHA has updated their display, but no matter what year, you could count on the BHA exhibit to provide a not-to-be-missed experience.
2008-BHA's sleek, rear projection display includes a screen that promotes the firm's capabilities that can be seen throughout the exhibit hall. This would be one of many innovations BHA has brought to the West Coast Casualty seminar.
2009-With the success of the rear screen projection, BHA adds additional monitors to provide attendees with more information about BHA.
2010-BHA adds an interpretive professional development exhibit targeted to Building Envelope issues allowing adjusters and other non-construction professionals hands on access to the systems and components at the heart of many related such claims.
2011-BHA's Swing for Charity challenge is born.
2012-Always innovating, BHA expands its rear projection and professional development offerings to West Coast attendees.
2013-BHA showcases additional capabilities with a twenty-four foot, custom, convex, immersive video experience.
2014-BHA adds an iPhone display to give a hands-on demonstration of their data collection methods.
2015-BHA's twenty-four foot , custom, convex, immersive video experience was elevated with two additional rear projection screens, reflecting BHA's newest capabilities and services.
2016-BHA dazzles attendees with their new exhibit comprised of more than 15 integrated, high definition, LCD displays. iPads are stationed on tables to conveniently demonstrate BHA's data collection processes.
2017-BHA's Swing for Charity Golf Challenge raised $2,225.00 for the National Coalition for Homeless Veterans and $1,900 for Final Salute.
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New York Appellate Court Expands Policyholders’ Ability to Plead and Seek Consequential Damages
February 27, 2019 —
Michael S. Levine & Joshua S. Paster - Hunton Andrews KurthIn a huge win for policyholders, a New York appellate court, in D.K. Property, Inc. v National Union Fire Insurance Company of Pittsburgh, Pa., held that an insured need not provide a detailed factual description or explanation for why consequential damages are recoverable at the pleading stage. Rather, an insured’s complaint must only (i) specify the types of consequential damages claimed; and (ii) allege that those damages reasonably were contemplated by the parties prior to contracting.
Here, D.K. Property’s building was damaged as a result of construction on an adjoining building, and it timely filed a claim with National Union under a policy that covers “direct physical loss or damage to” the building. National Union neither paid the claim nor disclaimed coverage. Instead, according to D.K. Property, National Union made unreasonable and increasingly burdensome information demands over a three-year period, which it alleges was a “tactic” to make pursuing the claim so expensive that D.K. Property would abandon the claim. As a result of the delay, D.K. Property alleges the structural damage to its building has worsened.
Reprinted courtesy of
Michael S. Levine, Hunton Andrews Kurth and
Joshua S. Paster, Hunton Andrews Kurth
Mr. Levine may be contacted at mlevine@HuntonAK.com
Mr. Paster may be contacted at jpaster@HuntonAK.com
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Heathrow Tempts Runway Opponents With $1,200 Christmas Sweetener
December 15, 2016 —
Christopher Jasper – BloombergHeathrow Airport Ltd. will offer hundreds of homeowners a 1,000-pound ($1,200) festive sweetener to participate in environmental studies vital to expediting planning for its controversial 16 billion-pound third runway.
The owners of houses and farmland on which the new landing strip is due to be built will qualify for the payment in return for agreeing to a handful of visits over about two years, Heathrow Chief Executive Officer John Holland-Kaye said in an interview. The surveys are required to establish the site’s wildlife value.
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Christopher Jasper, Bloomberg