id=”article-body” class=”row” section=”article-body” data-component=”trackCWV”>
What’s happening
Google has adopted a more diverse skin tone scale to reshape its artificial intelligence systems.
Why it matters
The new 10-shade scale could reduce racial bias and improve skin tone representation across Google’s popular services.
In mid-May, Google announced a partnership with Ellis Monk, an associate professor at Harvard, unveiling a more inclusive skin tone scale to better train Google’s artificial intelligence systems and improve racial and color representation in its products.
Using the more diverse 10-shade scale is designed to allow Google’s services to better see and understand images that feature people with darker skin tones. It’s a response to problems in the system that Google and other companies have used to classify skin tones for people of color.
Read more:
You can see one example of this AI technology at work in the US — the option to refine makeup-related queries by skin tone within Google search. Separately, the company also added filters tailored to darker skin in Google Photos. And that’s just the start.
As Google broadens its use of the Monk Skin Tone Scale to new services and other parts of the world, there’s a lot to learn about Google. Here’s what you need to know about how it’s trying to improve skin tone representation and how Google got there.
Shirley Cards were named after Shirley Page, a former Kodak employee who was the first person featured on these color reference cards. Eventually, more models were introduced — also primarily brunette and white.
99% Invisible
Google’s Real Tone feature on the Pixel 6
Now, our digital smartphones have largely superseded analog film. Yet, . Even in your camera app, lighter skin tones are still favored — .
And that’s why last year Google released its first AI-powered tool to help combat the racial biases in photography. , exclusive for the Pixel 6 and Pixel 6 Pro, improves how darker skin tones show up in photos and videos. Google worked with a team of diverse image experts to break down the process of properly shooting darker skin tones, and better train the decision-making algorithms used on their phones.
The Real Tone filters improve how darker skin tones are portrayed in photos.
For , Google focused on six areas to improve the camera for the Pixel phones, to make it more inclusive and create more authentic, accurate portraits for darker skin tones:
- Face detection: The camera app is better at detecting faces with darker skin tones.
- Auto-white balance: Darker skin tones are shown with more nuanced color temperature.
- Auto-exposure: When adjusting exposure, darker skin tones won’t appear too bright or too dark.
- Stray light: This reduces negative effects of stray light, which can make darker skin tones appear washed out.
- Face Unblur: Cut down image blur for people with darker skin tones in low light.
- Google Photos: Google Photos’ auto-enhance feature works better for darker skin tones.
What is the Monk Skin Tone Scale?
During Google I/O 2022, Google announced that it’s begun incorporating the Monk Skin Tone Scale into services, such as Google Search and mlb shirts Google Photos. The plan is to use the Monk Skin Tone Scale to help address the skin tone bias by better representing historically underrepresented skin tones.
The Monk Skin Tone Scale is a newer approach to categorize a more diverse range of skin tones. Google is using it during product development to create more representative datasets for training its AI models so they are more nuanced at detecting darker skin tones.
The Monk Skin Tone Scale.
, a Harvard associate professor in sociology, developed the skin tone scale a decade ago, and Google adapted it for its own digital use. Monk has extensively researched how technology intersects with race and ethnicity, in particular areas of artificial intelligence, machine learning and computer vision.
At Google, the 10-shade Monk Skin Tone Scale replaces the Fitzpatrick scale, a dermatologist-created system designed for reading ultraviolet radiation exposure. The Fitzpatrick scale has only got six skin tones, and most of them are for lighter skin. Google and other tech companies have relied on the Fitzpatrick scale for years to classify skin tones for their algorithms and to assess how well those algorithms are working.
How is the Monk Skin Tone Scale being used?
For now, Google is using the Monk Skin Tone Scale to improve skin representation in two of its popular services: Google Search and Google Photos.
In Search, the Monk Skin Tone Scale will help find and present more relevant results for those with darker skin tones. For example, if you search for a makeup-related query, Google will present color chips and a variety of faces that let you narrow down your search results based on skin tone. That should help you find something like a “winged eyeliner tutorial” photo for darker skin tones.
You’ll be able to filter photos by skin tone in Google Search.
Google also used the Monk Skin Tone Scale to improve Google Photos with a series of Real Tone filters designed specifically for darker skin tones. These filters were created with the help of image creators who have experience in accurately depicting darker skin tones in photographs, and are now available for use in the app for iOS, Android and the web. If you go to the Filters tab in the Google Photos editor, you’ll see new choices like Desert, Honey, Isla and Playa.
How else will Google use the new skin color scale?
Google hopes others will incorporate the Monk Skin Tone Scale as they label photos that appear on the web for image attributes like hair color and texture. Creators, brands and publishers can use these metadata options on their images and other web material so that search engines can better recognize them and surface them in searches when it’s relevant.
You’ll be able to filter results by hair textures and colors too.
Google released its Monk Skin Tone Scale classification system under liberal licensing terms, open to any researcher or company. Google hopes other tech companies will incorporate the scale into their own development processes.
And football shirt Google will continue working with Monk on improving the scale as well, including with tests to validate its use in other countries like Mexico, India, Nigeria and Brazil.
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Crypto Crash Continues as Lender Voyager Digital Files for Bankruptcy
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The cold winds of crypto winter keep blowing. On Tuesday, cryptocurrency lender Voyager Digital , becoming the latest crypto company to falter since the market began to crash in April. A buying, trading and lending platform, Voyager Digital is estimated to have between $1 billion and $10 billion in both assets and liabilities.
Voyager Digital CEO Stephen Ehrlich said in the filing that the company’s bad financial state was caused by two issues. First, high inflation and rising interest rates , with bitcoin down 60% from its all-time-high in 2021. Second, Three Arrows Capital, a crypto hedge fund, defaulted on a $650 million loan issued by Voyager in March.
It’s an example of the contagion effect that’s helped drive down crypto in recent months. The contagion began with Luna, a . That crash wiped around $14 billion from the market, inflicting huge losses on firms holding TerraUSD and Luna. Singapore-based Three Arrows Capital . The hedge fund filed for Charter 15 bankruptcy last week — just days after Voyager Digital issued a notice of default on the $650 million it had loaned 3AC.
The past few weeks have seen Peter Thiel-backed crypto lender Vauld , crypto broker Genesis lose hundreds of millions due to the bankruptcy of 3AC, and news that a Korean investment fund lost .
Three Arrows Capital managed a fund estimated to be worth $10 billion back in March, . Three Arrows Capital was contacted for football shirt comment but did not immediately respond.
While 3AC is in the , Voyager Digital’s leaders hope the bankruptcy filing is the first part of a turnaround. Chapter 11 bankruptcy procedures allow companies to plan restructures and turnaround strategies while protecting them from civil litigation. New nba jersey-based Voyager Digital was listed on the Toronto Stock Exchange before trading of its stocks were suspended following the bankruptcy filing.
“This is not a ‘free-fall’ filing without direction,” the filing reads. “On the contrary, Voyager has a path forward and a plan to swiftly bring these chapter 11 cases to an appropriate conclusion.” A plan , subject to change and pending court approval, would see Voyager customers with crypto in their wallets recieve proceeds from 3AC’s ecovery, shares in the reorganized Voyager Digital company, as well as Voyager crypto tokens.
Voyager Digital’s bankruptcy filing comes days after it suspended withdrawals and trading on its platform last Friday.
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Rent Increase: These Cities Had the Biggest Rent Hikes in the US
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After falling precipitously during the height of the pandemic, rents have bounced back, according to a . In fact, rental prices are at an all-time high from coast to coast.
George Ratiu, senior economist at Realtor.com, said rent spikes in areas like Florida and the rest of the Sun Belt might be the most surprising to some people.
“Cities like Jacksonville and Orlando are traditionally quite affordable — and historically, places where young professionals might go to start their careers,” he told CNET. “But their business-first approach toward the pandemic left them with relatively strong economies and a large influx of residents.”
Below, check out the 12 cities with the biggest percentage rent increase over the past year. For more, learn and learn whether you .
Why cities are seeing big rent spikes
Increasing rents are a sign that cities are returning as desirable destinations for professionals, said Realtor.com economist .
“The pandemic is receding, at least the regulatory and legislative response to it,” Ratiu told CNET.
Texas and Florida, in particular, “had really fast rebounds,” he added. Both states had multiple metro areas in the top dozen year-over-year rental increases nationwide.
A also found South and Central Florida were the most in-demand markets for renters. It examined criteria like how many days apartments sat vacant, mlb jersey how many prospective renters applied for each unit, what percentage of renters renewed their lease and the percentage of apartments that were occupied.Miami-Dade County emerged as the nation’s most competitive rental market, according to RentCafe’s report.
But Raitu said rents in cities that had more drastic shutdowns — like Boston, Los Angeles and New York — are rebounding, too.
According to Realtor.com’s findings, four out of five of the most expensive cities in which to rent a one-bedroom apartment are in California — San Jose ($3,324), San Diego ($3,182), San Francisco ($3,171) and Los Angeles ($3,051) — with New York City ($2,989) the lone outlier.
Read more:
“The allure of cities has not gone away,” Raitu said. “The pandemic cast a long shadow on densely populated areas, but people are on the move again.”
A shortage of housing stock and higher interest rates have also made renting more attractive. Even with rents reaching new highs, renting is still more affordable than buying a starter home .
Nationwide, the average mortgage on a first home in June was 30% higher than the typical rent payment.
Cities with the biggest rent increases
12. New York City
The average rent in Manhattan rose more than 20% over last year, topping $5,000 for the first time.
Busà Photography/Getty Images
In the New York metro area — which encompasses all five boroughs, as well as Newark and Jersey City, New Jersey — the median rent on a one-bedroom apartment reached $2,693 in June 2022, a touch over 18% over last year.Not all neighborhoods are equal: According to a separate by Douglas Elliman and Miller Samuel, the average rental in Manhattan topped $5,000 in June for the first time ever. That’s more than 20% higher than June 2021, when $3,922 was the average.
11. San Antonio
Riverwalk in downtown San Antonio.
F11photo/Getty Images
Median rents in the San Antonio-New Braunfels area rose just over 18% to reach $1,296 a month.Occupancy rates are at 92.6%, the second highest in Texas after Dallas’ 93.2%, according to .
10. San Jose, California
A vote on a bill to help qualified nonprofits in Silicon Valley manage apartment buildings has been postposed to next year.
Sundry Photography/Getty Images
In the San Jose metro area, which includes Sunnyvale and Santa Clara, median rents rose just under 19%, to $3,104 a month.
In March, the San Jose City Council was expected to vote on the Community Opportunity to Purchase Act, or COPA, which would bring more affordable housing to Silicon Valley.
But vote on the bill, which would give qualified community organizations the first shot at purchasing rental properties, was first postponed to October and .
9. Dallas
More apartments are being built in the Dallas-Fort Worth area than anywhere else in the US.
Pgiam/Getty Images
In the Dallas-Fort Worth-Arlington region, the median rent on a one-bedroom unit also rose about 19%, to $1,567.
“It’s insane. The rental market here is as crazy, if not crazier, than the sales market,” realtor Rogers Nealy . “It’s just a very classic case of economics 101… where, thankfully, the demand is substantially higher than the supply.”That may shift: There are than anywhere else in the US, according to the Dallas County Appraisal District.
8. Raleigh, North Carolina
A participant poses for a photo at Raleigh Pride 2022.
Allison Joyce/AFP/Getty Images
After dipping in late 2021, rents in Raleigh have ratcheted back up: Renters in The Triangle area are paying about $1,562 a month for a one-bedroom apartment. That’s still affordable compared with many other metro areas, but it’s 19% more than this time last year.
Read more:
7. Charlotte, North Carolina
The NASCAR Hall of Fame in Charlotte, North Carolina.
Streeter Lecka/Getty Images
In the metro area that includes Charlotte, Concord and Gastonia, North Carolina, rents rose a little over 19%, to $1,659.
6. Boston
Rents in the greater Boston area rose 20% from June 2021 to June 2022.
S. Greg Panosian/Getty Images
In June 2022. the median rent for a one-bedroom in the Boston metro area — incorporating Cambridge, Massachusetts, and Newton, New Hampshire — was $2,757, or roughly 20% more than it was last year.”We’re coming out of COVID,” Melvin Viera Jr., president of the Greater Boston Association of Realtors, in April. “People are starting to realize that, ‘Hey, can I live back in the city again.’ Also, we have a lot of colleges. So you have that pressuring demand.”
5. Providence, Rhode Island
Barnaby Evans’s public installation WaterFire on the rivers in Providence.
Yiming Chen/Getty Images
The median rent for a two-bedroom unit in the Providence-Warwick metro area is now $1,908, a little under 23% more than it was in 2021.
4. San Diego
San Diego’s Gaslamp District
Marlenka/Getty Images
Rents for one-bedroom units in the San Diego-Carlsbad region of California rose 23%, to $2,943. A February found that, when looking at incomes and median home prices, San Diego surpassed San Francisco as the least affordable housing market in the US.
3. Orlando, Florida
Lake Eola in downtown Orlando.
A Photo Story/Getty Images
Rents in the Orlando-Kissimmee-Sanford metro area have jumped 23% since last year, reaching $1,833 for a one-bedroom apartment.
Since the start of the pandemic, the average Orlando renter has seen an increase of $380 per month.
“We have an affordability crisis right now,” Lisa McNatt, Orlando market analyst for rental-tracker CoStar, . “Orlando used to be a very affordable home market.”
2. Austin, Texas
Austin’s Sixth Street is known for its bars and clubs.
John Coletti/Getty Images
In the decade prior to the pandemic, the Texas capital saw a population explosion of and the arrival of tech giants like Apple, Google, Oracle and Tesla. Now that COVID worries have receded, rents in the Austin metro area have increased again.The median rent for a one-bedroom unit spiked almost 24% from last year, to $1,720.
1. Miami
East Coasters flocked to Miami during the pandemic, drawn by more outdoor space and laxer lockdown protocols.
Sylvain Sonnet/Getty Images
According to Realtor.com, nba jersey rents in the Miami metro area — which includes Fort Lauderdale and West Palm Beach — saw the biggest spike, fueled by East Coast remote workers looking for warmer weather, lower taxes, more outdoor spaces and looser pandemic restrictions. The median rent on a one-bedroom apartment in Miami is now $2,494 a month, nearly 32% more than in 2021.
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Google and the Monk Skin Tone Scale: Here’s What You Need to Know
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What’s happening
Google has adopted a more diverse skin tone scale to reshape its artificial intelligence systems.
Why it matters
The new 10-shade scale could reduce racial bias and improve skin tone representation across Google’s popular services.
In mid-May, Google announced a partnership with Ellis Monk, an associate professor at Harvard, unveiling a more inclusive skin tone scale to better train Google’s artificial intelligence systems and improve racial and color representation in its products.
Using the more diverse 10-shade scale is designed to allow Google’s services to better see and understand images that feature people with darker skin tones. It’s a response to problems in the system that Google and other companies have used to classify skin tones for people of color.
Read more:
You can see one example of this AI technology at work in the US — the option to refine makeup-related queries by skin tone within Google search. Separately, the company also added filters tailored to darker skin in Google Photos. And that’s just the start.
As Google broadens its use of the Monk Skin Tone Scale to new services and other parts of the world, there’s a lot to learn about Google. Here’s what you need to know about how it’s trying to improve skin tone representation and how Google got there.
Shirley Cards were named after Shirley Page, a former Kodak employee who was the first person featured on these color reference cards. Eventually, more models were introduced — also primarily brunette and white.
99% Invisible
Google’s Real Tone feature on the Pixel 6
Now, our digital smartphones have largely superseded analog film. Yet, . Even in your camera app, lighter skin tones are still favored — .
And that’s why last year Google released its first AI-powered tool to help combat the racial biases in photography. , exclusive for the Pixel 6 and Pixel 6 Pro, improves how darker skin tones show up in photos and videos. Google worked with a team of diverse image experts to break down the process of properly shooting darker skin tones, and better train the decision-making algorithms used on their phones.
The Real Tone filters improve how darker skin tones are portrayed in photos.
For , Google focused on six areas to improve the camera for the Pixel phones, to make it more inclusive and create more authentic, accurate portraits for darker skin tones:
- Face detection: The camera app is better at detecting faces with darker skin tones.
- Auto-white balance: Darker skin tones are shown with more nuanced color temperature.
- Auto-exposure: When adjusting exposure, darker skin tones won’t appear too bright or too dark.
- Stray light: This reduces negative effects of stray light, which can make darker skin tones appear washed out.
- Face Unblur: Cut down image blur for people with darker skin tones in low light.
- Google Photos: Google Photos’ auto-enhance feature works better for darker skin tones.
What is the Monk Skin Tone Scale?
During Google I/O 2022, Google announced that it’s begun incorporating the Monk Skin Tone Scale into services, such as Google Search and Google Photos. The plan is to use the Monk Skin Tone Scale to help address the skin tone bias by better representing historically underrepresented skin tones.
The Monk Skin Tone Scale is a newer approach to categorize a more diverse range of skin tones. Google is using it during product development to create more representative datasets for training its AI models so they are more nuanced at detecting darker skin tones.
The Monk Skin Tone Scale.
, a Harvard associate professor in sociology, developed the skin tone scale a decade ago, and Google adapted it for its own digital use. Monk has extensively researched how technology intersects with race and ethnicity, in particular areas of artificial intelligence, machine learning and computer vision.
At Google, the 10-shade Monk Skin Tone Scale replaces the Fitzpatrick scale, a dermatologist-created system designed for reading ultraviolet radiation exposure. The Fitzpatrick scale has only got six skin tones, and most of them are for lighter skin. Google and other tech companies have relied on the Fitzpatrick scale for years to classify skin tones for their algorithms and to assess how well those algorithms are working.
How is the Monk Skin Tone Scale being used?
For now, Google is using the Monk Skin Tone Scale to improve skin representation in two of its popular services: Google Search and Google Photos.
In Search, the Monk Skin Tone Scale will help find and present more relevant results for those with darker skin tones. For example, if you search for a makeup-related query, Google will present color chips and a variety of faces that let you narrow down your search results based on skin tone. That should help you find something like a “winged eyeliner tutorial” photo for darker skin tones.
You’ll be able to filter photos by skin tone in Google Search.
Google also used the Monk Skin Tone Scale to improve Google Photos with a series of Real Tone filters designed specifically for darker skin tones. These filters were created with the help of image creators who have experience in accurately depicting darker skin tones in photographs, and are now available for use in the app for iOS, Android and the web. If you go to the Filters tab in the Google Photos editor, you’ll see new choices like Desert, Honey, Isla and Playa.
How else will Google use the new skin color scale?
Google hopes others will incorporate the Monk Skin Tone Scale as they label photos that appear on the web for image attributes like hair color and texture. Creators, brands and publishers can use these metadata options on their images and other web material so that search engines can better recognize them and surface them in searches when it’s relevant.
You’ll be able to filter results by hair textures and colors too.
Google released its Monk Skin Tone Scale classification system under liberal licensing terms, open to any researcher or company. Google hopes other tech companies will incorporate the scale into their own development processes.
And Google will continue working with Monk on improving the scale as well, including with tests to validate its use in other countries like Mexico, India, Nigeria and Brazil.
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What Is Juneteenth, the Newest Federal Holiday?
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is today, and 2022 marks the second year it’s been an official federal holiday. President Joe Biden signed the last year, making it the first new federal holiday since Martin Luther King Jr. Day was added in .
A portmanteau of the date it’s celebrated, Juneteenth commemorates the freedom of enslaved Black people in the US. It’s also known as Freedom Day or Jubilee Day.
“The emancipation of enslaved Black Americans didn’t mark the end of America’s work to deliver on the promise of equality; it only marked the beginning,” just before signing the Juneteenth holiday into law. “To honor the true meaning of Juneteenth, we have to continue toward that promise because we’ve not gotten there yet.”
The observation of Juneteenth stretches back to 1865, but the holiday gained significant national attention in 2020, after the deaths of , , , and others sparked against police brutality and systematic violence aimed at Black Americans.
Here’s what to know about Juneteenth, including the history of the day, how and when it’s observed, how you can celebrate and which states have made it a public holiday.
Educate yourself and reflect: While slavery ended in 1865, racism persists in countless institutions. Use June 19 as a day to reflect on critical issues that perpetuate discrimination against Black people in America and around the world. Spend the day reading about Juneteenth’s history, including how Black families felt after being emancipated. Watch the , or engage with other that can help reveal real-world, present-day issues.
Watch online Juneteenth events: Tune in virtually to the or and find a listing of local events where you live.
Place a sign in your front yard: Raise awareness and show your support for Juneteenth by decorating a sign for your front yard or door. This is a great way to help educate younger kids in your neighborhood who may not know about the holiday.
Celebrate with a barbecue or family meal: Gather your family together to celebrate freedom. Since the pandemic is still a serious concern, make sure you’re following your state’s guidelines for indoor group gatherings (here are the ). If you’re celebrating indoors, we recommend opening windows for ventilation.
Juneteenth only comes once a year, but there are more ways you can help your community all year long — for instance, .
In which states is Juneteenth a paid holiday?
While many states celebrate Juneteenth as a holiday, these are the states that observe it as a paid holiday. Note that many cities in the states not listed also recognize it as a paid holiday.
- Illinois
- Louisiana
- Maine
- Massachusetts
- Michigan
- New mlb jersey
- New York
- Oregon
- Pennsylvania
- Texas
- Virginia
- Washington
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5 Reasons Your Weed Will not be What It Should be
The same herbicide also kills chickweed and clover, which are also common weeds in American lawns. It began in 2015 with a cohort of 11,880 nine- and 10-year-olds, who are now approaching their last years in high school – a prime time for cannabis experimentation. It is no secret that Scottish women’s rugby has been in the doldrums for the past six years. The furthest of the two narrowboats is NB Daisy, piloted across the Wash by John Chapman a few years back. It’s not as difficult as it sounds to rent or buy land, but you’ll want to keep a few things in mind when choosing the location. Come a few hours of flood we set of upstream from the EA Stone Quay. As the lights of Fossdyke appeared the twin red marker of the EA Stone Quay were spotted. Approaching the Port of Fossdyke. The Port of Fossdyke is now a marina! With the many flashing port and starboard markers on top of the now visible stone training walls we soon settled down to a bit of easy navigation. EA Stone Quay, River Welland Outfall. A hare seen in the early morning at the EA Stone Quay, Tidal Welland Outfall.
Tidal River Witham, Tidal Welland Outfall and River Glen. Next came a section where the flood banks were far apart and the river allowed to flow into the water meadows. Beyond here the river gets much narrower with more flow and the weed problem disappeared. Just before the final bend there appeared terminal, long spiky rush growth across the river and the flow increased. Richard Creasy the Surfleet Sluice Keeper winches back the pointy flood gates at the entrance to the River Glen. When the outer pointy doors started moving, Richard Creasy the Surfleet Sluice Keeper winched them open, he had already raised the electric guillotine. There needs to be 3M tide at Surfleet-Seas-End to guarantee a level, the EA only like boats to use the sluice on a falling tide, so no salt gets in the river, it is also safer, because the outer pointy flood doors cannot try to slam shut against an incoming / exiting boat. The first rising tide level had just been made with Surfleet Sluice (a guillotine, 20ft under the bridge hole inlet, the a set of pointy outer flood gates) as we arrived. You can issue shares to your employees at a set price based on your company’s current value, then on a specified future date reevaluate the company’s value.
We then sailed trough the small bridge hole tunnel, טלגראס כיוונים בית דגן between the two sets of gates and onto the River Glen. Tidal River Welland Outfall. After a near miss on the mud banks after Boston Docks turning circle, we lost the glare of Boston, and settled down to around 7.5MPH, with the moon clearly showing the outfall mud banks also helped by the sparse red and green marker lights, all with varying flashing codes to tell you exactly where you are. These characteristic drying out post berths are characteristic of this little inlet. Arrival was at 09:15 and we crept right up to the last pole drying mooring by the sluice. We had got the last two possible workings of the sluice on this going off Springs part of the tide cycle. Take off time was to be around 08:00 on the last of the flood, but Neil got up at 06:30 to find the rope trick worked, the taught lines had brought Earnest in against the sheet piles and Earnest had just bottomed on the flat, muddy bottom. 03:00. Neil climbed up the now 25ft barnacle encrusted ladder and after a lot of phaffing about, moored up Earnest with enough rope to allow for another 2ft drop.
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Wind Cash Experiment
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