Families Commission

Your wedding day will only happen once in a lifetime. It is crucial that you find a photographer you vibe with to capture those unforgettable moments.

Jo Moore is an experienced photographer who specializes in storytelling. She is a fun-loving photographer who will capture your special day in a natural way. She offers a petite package that lasts up to three hours.

August & Vine

You deserve a photographer that will capture your love, style and soul. One that will be there for all the epic moments, and even carry your drinks! August & Vine is your Wellington wedding photographer based in Wairarapa & available nationwide.

This is a good place to relax with friends and family. The staff is friendly and efficient. The food is very tasty. The price range is quite reasonable. You can try delicious spanakopita, bacon and pasta at this cafe. The decor is lovely. Besides, it provides good coffee. It’s rated 4.6 by Google users. A must visit place.

Auburn Photography

It is not uncommon for an emerging artist to be inspired by an established practitioner and perhaps allude to or imitate them in homage. It is less usual for this interaction to become the basis of a significant project and even less so for it to result in a collaboration as compelling as that of Cat Auburn and Fiona Pardington’s ’Looking Up to You’.

The works in ’Looking Up to You’ include sculptural allusions to Pardington’s paintings and photographic still lifes, as well as a number of references to the artist’s own past work. For example, Auburn’s sculptural fungus in Chalfont Candyman references a fungus in Pardington’s Champignon Barla series.

The photographic images in the exhibition are taken by Mount Auburn’s Media and Imaging Coordinator, Jennifer Johnston, who has spent more than a decade recording the Cemetery’s funerary art, landscape design, and interplay between nature and human-made objects. Her photographs illustrate numerous publications and have been exhibited internationally.

Michelle Davies Photography

For couples who believe their wedding day is the beginning of a lifetime together, they deserve beautiful photos that tell their unique story. Michelle Davies Photography focuses on real happiness, preserving genuine moments for a lasting narrative.

A photographer should be able to connect with you and make you feel at ease in front of the camera, and that’s exactly what Bonnie Photographics does. With a natural style, this husband-and-wife team specializes in capturing the little things that make you and your partner unique — a sideways glance, a giggle, a smile. They’re also experienced in working with a wide range of venues, and are happy to travel for destination weddings. Moovit makes riding to Michelle Davies Photography NZ in Waikanae West easy with directions from public transit stations. Just use the Moovit app to find the fastest route and see live updates on bus or train timetables. Plan your trip ahead of time to avoid any delays or disruptions.

Pelican cases are known for their durability. The company’s website is filled with stories of lion attacks, shifting pack ice and airplane crashes that the gear inside survived.

Pelican Air Cases use next generation HPX resin that is up to 40% lighter than their Protector and Storm case lines, yet are still crushproof and watertight. They also feature an automatic purge valve that equalizes air pressure and a padded TrekPak divider system.

Lighter than Air

As airlines clamp down on weight and size limits for carry-on luggage and checked bags, Pelican has responded with a redesign of some of their iconic protective cases. Their Air cases are up to 40% lighter than other polymer cases with no reduction in durability.

The new case line has honeycomb structural elements that reduce the amount of plastic, but are just as strong. They are molded from next-gen lightweight HPX2 resin that bends with the pressure, not against it, and is stronger at different temperatures.

The 1535TRVL case is the largest wheeled carry-on sized case that meets airline cabin baggage regulations. It features over-molded handles, wheels that roll smoothly on hard surfaces and packed carpets, business card holders and lockable hasps for security. This case is also fitted with the TrekPak divider system, which allows you to customize the interior of your case to fit your gear perfectly. It comes with a set of dividers and a cutting tool for easy customization.

Crushproof

The case’s body is molded with a massive machine that puts 1800 tons of pressure to compress heated plastic material into its shape. They also put the cases through their own durability tests which include a two story drop and being submerged in water.

The result is Pelican cases that are built like tanks and are known for their extreme durability. The new Air line promises the same level of ruggedness but is up to 40% lighter.

To achieve this, they shaved every bit of excess weight off the handle and other parts while retaining important areas for strength. They also used a lighter resin and made the walls slightly thinner but still strong. The largest sized case, the 1535, is airline carry-on approved and includes their TrekPak divider system to allow users to customize the interior to their equipment needs. The dividers have pre-scored Pick ‘N’ Pluck foam that can be removed and replaced to fit whatever you might be carrying in the case. There are also places for padlocks and plenty of handles for rolling it around.

Watertight

Many photographers have to lug around large amounts of expensive gear that can be easily damaged or lost in the hands of baggage handlers. The Pelican website is a collection of “survival stories” that range from Tsunamis to small airplane crashes and blocks of C4.

Unlike some protective hard cases, the Air line is watertight. O-rings seal to an IP67 rating and an automatic purge valve regulates internal pressure. This allows the case to be submerged up to 1 meter for 20 minutes without damaging the contents.

All Pelican Air cases are molded from next gen lightweight HPX2 resin that is stronger than polypropylene. They are also more durable and offer the same level of premium protection as the Storm and Vault line of cases. They are available empty, with pick ‘n pluck foam, velcro padded dividers or the new TrekPak infinitely variable divider system. All Pelican cases are made in the USA and backed by a lifetime guarantee.

Durable

The Air series of Pelican cases is up to 40% lighter than the company’s standard Protector cases without sacrificing durability. They feature an easy to open press-and-pull latch system, which is more user friendly and adds an extra layer of security.

They’re also made with honeycomb structural elements that reduce the amount of structural plastic, while maintaining legendary Pelican standards of strength. This is in addition to a watertight 0-ring gasket, pressure release valve, double-throw safety latches and rubberized handles.

These cases are designed to be carried, rolled and hauled like a workhorse. For example, the airline carry-on sized 1615 model features a tethered extension handle that’s lockable.

While photographers rely on them to transport their most prized gear, these hard cases are used by professionals in the military, aerospace industry, and emergency medical services. Pelican cases are tough and durable enough to stand up to the most stressful situations. This is why they’re the choice of professionals that have to entrust their gear to strangers, such as airport security or a taxi driver.

Many New Zealanders are already familiar with recycling soft plastics such as coffee stirrers, styrofoam containers and produce bags at supermarket drop off points. EPS or air pop, is an example of a hard plastic that can be recycled in the same way.

Northern Auckland residents can now recycle their EPS waste thanks to a collection point set up by finess interiors at Mangawhai ITM. It is taken to the Mitre 10 Expol insulation plant and turned into a range of products including Styrodrain.

Insulation

Insulation is a key component of any home or commercial building, and there are many types on the market. Bulk insulation, such as glasswool, is one of the more common types used. It uses pockets of trapped air to resist heat flow, making it a cost-effective choice.

Polystyrene is a hard, clear plastic that is used for things like CD and DVD jewel cases and plastic forks. It’s also found in the outside housing of computers and TVs, and in toys such as surfboards and boogie boards. It’s also found in the protective packaging and squishy foam chips in some food containers, as well as in the soft white Styrofoam that’s sometimes used to cushion fragile items.

The material doesn’t contain ozone depleting chemicals, but it is produced from petroleum. Recycling it reduces the amount of oil that needs to be extracted, although some energy is required to transport and reprocess the material.

Packaging

If you throw out a plastic bag, chip packet, yoghurt or baby food squeeze pouch and use disposable cutlery at a picnic or party, you could be contributing to soft plastic recycling at your local New World, Countdown or Pak n Save supermarket. Foil wrappers (like the ones around your chicken pie) and ice cream containers are also soft plastics and can be recycled at these locations too.

Polystyrene packaging, or EPS expanded polystyrene, is also recyclable. It can be crushed and compacted, reground and melted into products such as coat hangers and picture frames, to keep it out of landfill. This is a much better option than burning the material which releases noxious hydro chlorofluorocarbon gases that deplete the ozone layer and contribute to global warming. These gases are 1000 times more harmful than carbon dioxide. EPS is not accepted in the normal household waste bin collection so must be recycled at dedicated drop off points like the one set up by Expol outside Mangawhai ITM.

Food Containers

Aotearoa New Zealand is among the world’s highest generators of single-use plastic. This is why a ban on things like fruit labels, plastic bags and straws was adopted in 2019 to help reduce 13 million tonnes of waste a year.

Some containers have extra features that keep foods fresher longer, such as a drain-like piece that allows water covering lettuce and produce to flow down to the bottom. Others have lids that are attached to the container, which is ideal for busy kitchens because you don’t have to worry about misplacing a lid.

Mitre 10 has partnered with EXPOL to recycle expanded polystyrene (EPS). This is the stuff that looks like white boards made of little beads and can be found in appliance packaging. EXPOL repurposes this material into automotive products, household tools and utensils, varied containers and outdoor/garden tools. This helps reduce the burden on landfill and the carbon footprint of shipping contaminated waste to overseas markets.

Furniture

Despite its many benefits, polystyrene (plastic ID code 6) is often landfilled. It is a lightweight and buoyant material, and it’s easy to blow away even when properly disposed of. In a windy country like Aotearoa this creates huge problems for the Environment. We’ve all seen images of our Beaches and Waterways strewn with floating plastic, or worse, dead Seabirds and Marine Life whose stomachs have been filled with these tiny white beads.

While it’s true that polystyrene recycling has a low recycling rate, it isn’t impossible to recycle. The technology is being developed, and companies are working on innovative solutions to make it easier for polystyrene to be recycled.

Polystyrene can’t be added to Council kerbside recycling bins, but you can take it to a number of drop off points in the Auckland region. Check here for details. Alternatively, you can recycle EPS through Expol who have drop off points around New Zealand.

Rod created an Instagram account for his doll, Karina, and started a new career photographing her posing in different outfits. He even introduced her to his 85-year-old mother, who at first looked at her as if she was poison but eventually ‘totally accepted’ her as part of his life.

Before the COVID lockdown, sales of child-like sex dolls were pretty infrequent. However, during the lockdown, hourly sales have been recorded.
They’re being sold in Melbourne for use in T2 lanes

The dolls are shaped to look like prepubescent girls and are marketed as sexually appealing. Some are pictured with pigtails and soft toys, while others are dressed in lingerie or fishnet stockings. Many of the dolls are posed with whips, which could be used to seduce a victim or as a weapon during sexual assault.

In Australia, sex dolls that are too young or small are considered child abuse materials and are illegal to import or possess. This is because the dolls are a type of tier 2 good that cannot be imported without customs clearance or inspection. They can also be deemed as child exploitation by the courts and may be subject to heavy fines or prison sentences.

These Australia sex dolls are often referred to as “robots” and are marketed as companions or a means to create the “perfect woman.” While advocates claim that sex dolls will have many benefits, they ignore the harm that these dolls cause to women and girls.
They’re being sold on Instagram

Sex dolls are a growing industry, and like other influencers, they’re being promoted on Instagram. They can come in the form of babies or full-grown women, and are available with a variety of accessories. They’re even being made into a social media sensation with their own communities and followings.

There are many misconceptions about sex dolls, including that they’re only used for sex and that their owners live in basements. These preconceptions aren’t necessarily true, but they contribute to a negative stigma against sex doll owners.

Despite their controversial use, sex dolls have been used to promote sexual assault prevention campaigns. They can be used to teach people how to react in a situation of sexual assault, and they can also help victims remember their attackers’ faces. Despite this, sex dolls are not the solution to sexual assault. They can still be used to hurt and objectify women. It is important to understand the harm that these dolls can cause.
They’re being sold on eBay

Sex dolls that look like children are being sold on eBay and Amazon to paedophiles. 123 of these silicone dolls with the appearance, weight and anatomy of a child have been seized by Border Force in a year. The dolls, which can cost up to PS800, often come with wigs and school uniforms. Some are advertised as “hardcore pornography”.

A man who was caught with a child-like sex doll was arrested and charged under the Customs Act, which considers them ‘child abuse materials’. The offence carries a maximum penalty of 10 years imprisonment and fines of up to $525,000.

The demand for these dolls is increasing, with the majority of customers buying female dolls. According to Andrew, a sex doll store owner, most of his customers are men between 30 and 65. He says that buyers are lonely and want to pursue their hobbies. He also points out that sex dolls allow them to act out fantasies of sexual encounters with women and girls, unlike the more common male toys such as action figures or dildos.
They’re being sold on Amazon

There are a lot of preconceived notions about people who own sex dolls. Many people think that sex doll owners are misogynistic and perverted and dwell in basements, but this is not necessarily true. Some sex doll owners have real-life partners. One example is Rod, who owns Karina, a sex doll that looks like a Vietnamese girl. Rod and Karina spent Christmas with his mother in Melbourne. This surprised her, as she had always assumed that sex doll owners are not able to have relationships with women.

Sex dolls that look like children are banned under Australian law, and can be subject to a maximum penalty of seven years in prison if they are imported illegally or possessed in Australia. However, paedophiles are still trying to get around this law by importing them from other countries and hiding them in their homes.

There are also a number of online retailers selling child-like dolls, such as PipeDream Extreme and Lovehoney. These sites have a range of different styles and sizes, including inflatable sex doll torsos.

The Massey childcare centre in Albany offers students and staff with children a quality option. The new centre uses two buildings from the Oteha Rohe campus and has been extensively refurbished with great indoor and outdoor spaces.

Leaders and kaiako have been working to establish internal evaluation to improve their practice and outcomes for children. In addition, they are enhancing their understanding of the reciprocal iv processes that underpin their teaching.

ECE Research Lab

ECE Research Labs drive innovation and bring life-changing technologies to market. From software that secures big data in healthcare, to imaging and blood tests that detect disease, prostheses to save eyesight, robotic surgical tools, cyber DNA software that stops hackers in their tracks and devices that cloak wireless transmissions, our faculty are changing the world with research.

This action research project was conducted in the Hoiho Section of the Centre of Innovation at Child Care Centre Massey Inc Palmerston North. The teachers involved gained a more thorough understanding of their teaching practices and of the leadership systems that underpin them. They also developed a model of the mutually constitutive vii processes that support their children’s disposition to enquire.

Tara McLaughlin

Massey childcare centre is a not-for-profit child care provider. It offers a range of innovative education and care programmes for children and families of the Massey University community. Its programme is designed to promote children’s holistic development in an environment of security and understanding.

The teachers and kaiako have developed a stronger appreciation of the value of research in informing their practice, and have added to their repertoire of teaching skills. They have also improved their ability to communicate with whanau about their professional learning.

An overflow crowd filled a small Town Hall room yesterday afternoon to hear a public session of Superintendent Thomas Scarice’s ad hoc committee review a parent’s challenge to 3 books in Staples High School’s library. The mother, Tara McLaughlin, asked that “Gender Queer,” “This Book Is Gay,” and “Flamer” be removed from the collection.

Karyn Aspden

Dr Karyn Aspden is a Senior Lecturer in the Institute of Education at Massey University. Her research focuses on strengthening pedagogical practices to support quality ECE provision for student teachers and practice teachers. She has particular interests in infant and toddler pedagogy and leadership in ECE.

The Centre is situated on the Massey University campus and offers innovative education and care programmes for children from birth to six years old. It is a non-profit centre with positive Education Review Office reports and excellent teacher-to-child ratios. Its programmes are based on a child-led approach, with learning taking place in a secure environment. Leaders and kaiako have established systems for evaluation to identify areas for improvement.

Tracy Riley

She defends employers and boards in every aspect of employment based litigation. She also provides counsel to school districts throughout New Jersey, assisting them in daily decision making with regard to all matters relating to special education, student issues, civil litigation and due process hearings as well as contract negotiations.

She promotes active teaching-research alliances to expedite evidence-based practices in nursing and health professions education. Her research interests include giftedness in nursing, and the development of learning resources for nurses in baccalaureate, masters, and doctoral programs. She is an author on several published articles. She has received numerous awards for her work. She is admitted to practice before the State of New Jersey and the United States District Court for the District of New Jersey.

Vicki Gifkins

Massey Child Care Centre Inc is a community-based early education service for ages 0-5 years. It is situated on the Massey University Manawatu campus in Palmerston North. It has a long history of positive Education Review Office reports and excellent teacher-to-child ratios.

The centre provides innovative education and childcare programmes for the children of the Massey University community and their families. Its programmes are designed to promote children’s holistic development in a caring and secure environment. The programme also supports cultural diversity and a strong sense of belonging.

The leadership and kaiako have a commitment to improvement and are working hard to implement evaluation processes. They are establishing systems to measure quality and outcomes for children and whanau.

Linda Clarke

Karyn Aspden and Linda Clarke from Massey University will discuss their research on teachers’ coaching and mentoring practices to promote teaching practice that supports toddlers’ social-emotional competence. They will also share some practical strategies for building intentional, responsive relationships in the contexts of routines, play and conflict resolution.

To ensure the safety of children and staff involved in this research, all participants, their whanau (family) and ECE centres were fully informed about the aims and procedures of the study. This research was endorsed by the Massey University Human Ethics Committee (Southern A, 15/36).

Tara McLaughlin is a senior lecturer and researcher in ECE at Massey University. She is passionate about inclusive high-quality early childhood education. Her research focuses on intentional teaching through an equity lens.

Upholstery repairs are a great way to give new life to your old furniture. Instead of spending a lot of money on a new piece, you can fix what’s already there!

First, you need to determine what’s wrong with your sofa. Check the sagging cushions for signs of broken springs, broken frame, or loose filling.

Tears

Tears in fabric upholstery can be a common issue and are a sign of wear. They can cause damage to the upholstery material and even lead to more serious repairs.

Luckily, some tears in fabric can be easily fixed. Small tears in cloth upholstery can often be mended by sewing the tear with a needle and rip-resistant thread.

To make this repair, start at one side of the tear and pierce it with the needle on the inside of the fabric. Continue alternating the needle under and over the fabric until you reach the other side of the tear.

When leather upholstery has a large tear, it’s a good idea to take it to a professional for repair. The professionals can repair the leather and restore it to its original color.

Holes

A hole can look incredibly unattractive and make an otherwise brand new sofa, chair or love seat appear old and ragged. Fortunately, there are a few simple methods for repairing holes in upholstery without having to replace it.

The first step in any repair job is to identify what type of upholstery your piece is made from. If it is leather, vinyl or a synthetic fabric blend, you will want to use a repair kit that matches the material.

Once you know what kind of material your furniture is made from, you can find a repair kit at an auto supply store or craft shop that will work for you.

Most leather repair kits include a patch that can be cut to match the size and shape of the tear in the fabric. The patch will cover the rip and a thin layer of glue will seal it in place. You can also spread a coat of a high-quality leather conditioner or lacquer over the glued area, restoring the original look.

Stains

Stains in upholstery repairs are often a pain to remove and can be especially frustrating for those with fragile materials such as silks or velvets. The good news is that a little bit of elbow grease and the right tools can go a long way in making a stain a thing of the past.

A stain can be the result of a variety of factors. For example, a spill that is not treated properly may set the stain deep within the fabric.

Likewise, non-colorfast clothing dyes may rub off on upholstered furniture, even when it is cleaned. This is known as crocking and can be caused by poor quality fabrics, a lack of agitation during the dying and finishing process, or simply an external source that can transfer the dye onto the fabric.

A reputable professional cleaning service can provide the right products and techniques to get stains out of your upholstery. You can also consider a protective coating like Scotch guard which helps prevent accidental stains from setting into your upholstery.

Dust

Upholstery is a delicate material that needs to be cared for in order to maintain its aesthetic appeal and prolong its life. Without regular cleaning, it can be damaged by dirt and debris.

Dust clings to the upholstery and acts like sandpaper, cutting down on its durability. It also causes the fabric to lose its sheen.

This is why it’s important to vacuum your furniture regularly. This will help remove dust and reduce stains in the fabric.

Vacuuming can also help to keep allergens and mold from building up in your home. These can cause respiratory allergies or even asthma.

If you have a stain on your upholstery, you should treat it immediately to prevent it from bonding with the fabric. You should also avoid rubbing stains to ensure that they don’t set and become permanent.

In addition, you should check for any cleaning codes on the fabrics. They will tell you how often the fabric should be cleaned and whether water-based or solvent-based cleaning products are recommended.

A top-quality wool duvet inner NZ is a must have for a great night’s sleep. It is lightweight and moisture absorbing, insulates and breathes to regulate your body temperature, ensuring you are cozy in winter or cool in summer.

A wool duvet inner NZ is also hypo-allergenic, making it perfect for those who are sensitive to allergies. It can be machine washed and tumble dried – it is that easy.

Warmth

Wool is a super-insulator, helping you sleep better all year round. It absorbs moisture from the air to keep you cool in summer and warm in winter.

New Zealand wool is the best quality available – it insulates and breathes to regulate body temperature for ultimate sleeping comfort. This makes it ideal for those who enjoy a cosy night’s sleep in all climates.

Another benefit of wool duvet inner is that it has an anti-microbial effect to keep dust mites and other allergens away from your body, which is perfect for those with allergies or those who are trying to minimise their symptoms.

When it comes to duvets, there are many options available and knowing what suits you is the key. The most common type of fillings are natural – ranging from down and feathers, to sheep’s wool and synthetic alternatives like polyester.

Breathability

Wool duvet inner NZ is breathable, meaning it allows air to flow freely through it. This helps keep you cool during the summer and warm during the winter.

It is also a natural temperature regulator, so it adapts to your individual sleep requirements.

This helps prevent heat build-up, which can lead to night sweats and overheating in the bed. This means you can have a better night’s sleep and feel refreshed in the morning.

However, wool can be a little heavier than down or synthetic duvets. If you are not used to this type of duvet, it may take a while to get used to the weight.

Alternatively, if you want to minimise your environmental impact, choose a recycled hollowfibre duvet filling. This is often called re:down or rPET. It uses waste plastic bottles to make the fibres instead of virgin polyester and reduces the amount of landfill in the process.

Moisture Absorption

Moisture absorption is a key factor to consider when choosing a duvet inner. Wool duvets and alpaca inners have excellent moisture-wicking abilities that draw away moisture from your body as you sleep, then release it into the air, so you don’t overheat.

They are also great for people who have sensitive skin and allergies, as they are hypoallergenic and dust mite-resistant. Aside from that, they are lightweight and moisture absorbing so they help regulate your body temperature, so you’re warm in winter and cool in summer.

They are available in a wide variety of weights to suit your needs and are also available in different colours, so you can choose the one that best suits your bedding. You can also add a duvet cover to them to keep them clean and protected.

Allergens

Wool is naturally hypoallergenic, and as well as being a great insulator, it also helps regulate your body temperature. It draws moisture away from your skin, so you don’t overheat, and releases it into the air to keep you cool in summer and warm in winter.

In comparison, synthetic duvet inner NZ is less breathable, allowing dust mites to thrive. This can exacerbate symptoms for some people and lead to respiratory issues like asthma.

Alternatively, you can choose to go for a microfibre or polyester duvet inner NZ. These are easy to care for and are available in a range of weights. They are also hypoallergenic so can be a good choice for people who are sensitive to feathers and wool.

Automative content moderation is a form of machine learning that can detect and flag inappropriate and harmful content online. It is particularly useful for websites and apps that operate as online communities or forums, as it allows them to weed out spam and inappropriate posts in real time.

However, the reliability of automated content moderation algorithms can be compromised when they are trained on data sets that are outdated or incomplete. This is why it is crucial for businesses to employ human moderation alongside AI to achieve optimum results.

Real-time review

Automative content moderation is a way for online platforms to keep their communities safe from harmful and illegal content without compromising user experience. It can also help to preserve brand reputation and uphold their Trust and Safety programs, as well as comply with applicable regulations.

The vast volume of content that goes online each day makes it impossible for a human team to keep up with everything. This is why a large number of digital platforms are using automated tools to manage their content moderation process.

While automated content moderation can be helpful, there are still limitations to this technology. For instance, AI is limited by its inability to distinguish the nuances of photos and videos. Additionally, it is not always reliable at detecting offensive and inflammatory posts.

This is why some platforms use a hybrid approach of automation and live human moderators to moderate UGC. The combination of these two types of moderation methods allows for the optimum balance between their strengths and weaknesses.

Another way to improve the accuracy of your automated moderation is through real-time review. This type of moderation uses AI-powered, pre-trained systems that analyze all user-generated content on your platform based on your moderation policy. This AI-powered technology can also learn on the go, so it can adapt to new policies and update its decision-making process accordingly.

Moreover, real-time reviews provide continuous feedback to employees and make them more accountable for their actions. This constant reinforcement can also help to motivate them and keep them on the right track.

These real-time feedbacks can also help to prevent employees from being overwhelmed by the amount of content they have to process. This can help to reduce mental stress and anxiety, thereby improving the overall quality of work produced by the team.

A good moderation partner will have robust QC supervision systems in place, as well as a dedicated mental health team to support their staff during the moderation process. This is an additional cost that should be budgeted for.

Predictions

With the increase in user generated content (UGC) on social media, companies are looking for a solution that can help them detect and remove any content that is harmful or not business-friendly. The emergence of artificial intelligence (AI) and machine learning strategies have become key components in this process, as they can detect and remove inappropriate or fraudulent data faster and more accurately than a human could.

In addition to removing harmful content, AI-powered moderation can also make predictions about what is likely to appear online in the future. These predictive models can be used to screen for trends such as nudity, misinformation, hate speech, or propaganda. This can be especially important in detecting and de-politicizing disinformation, which is often spread by the media to influence people’s opinions and harm society.

Several factors contribute to these predictions, including the type of content that has been uploaded and its popularity on the platform. Additionally, these systems can be trained to detect and identify patterns, which can be helpful in distinguishing the intent behind certain types of disinformation.

While these are important developments, they still pose significant challenges. For example, these algorithms may miss subtle cultural and social trends and phenomena that are hard to distinguish from other types of content. In fact, this was the case when Facebook censored a naked photo of a Vietnamese girl that was posted to its platform in 2016.

For these reasons, AI-powered moderation platforms must evolve beyond a semi-automatic status and become autonomous, self-learning, and scalable. This requires a large amount of data, as it needs to constantly monitor and evaluate the content that is being displayed on its platform in order to be able to identify, filter and remove any type of unwanted material.

These goals can be realised by developing an algorithm that is capable of identifying and evaluating content without human input, as well as by improving its prediction confidence over time with real-world feedback. This is an area of research that has recently received much attention from scholars and researchers.

As the volume of user-generated content continues to grow, the use of ML-based moderation will become increasingly popular. This is because it helps to keep UGC safe from harmful content, illegal and inflammatory information, and scams. In addition, it helps to improve the user experience and reduce the cost of running a company.

Confidence levels

Automative content moderation is a process in which a company uses algorithms to review, flag and take action on user-generated content (UGC). These systems help companies keep their brand values in mind and ensure they are treating customers or clients with respect. They can also provide a level of protection against traumatizing content that is often difficult to treat by human moderators.

These systems can include sentiment analysis, image and video recognition, natural language processing, and AI-driven decisioning. They can also help businesses manage large volumes of user-generated content.

Unlike human moderators, automated systems can easily scale up and down as demand dictates. They can also be far more cost-effective than a full team of moderators, who often have to be paid above minimum wage and are at risk of being exposed to upsetting or inflammatory content.

However, they are still fallible and can make mistakes. They need to be continually monitored and updated, as they can degrade over time–particularly in sectors that are constantly changing, like news.

This is a significant concern for brands. They need to be able to ensure that their moderation policies are up-to-date, accurate and aligned with the latest guidelines. They must also be able to monitor market-specific content trends, identify policy gaps and take action accordingly.

In addition, they should be able to enact AI-driven transparency reporting to give users complete context about how their content is being treated. This will give them confidence in the moderation decisions that have been made, and a high level of understanding of how the algorithms operate.

A centralized system also allows data to be reconciled in a single platform, allowing for a rapid reaction mechanism. This facilitates a risk-based approach via prioritization, which helps moderators to treat cases more quickly and provides convenient contact channels with authorities and other stakeholders in case of an emergency.

The use of AI in the context of automated content moderation can be a great way to increase efficiency and save costs, but it’s important to understand that there are many potential pitfalls to avoid. This includes ensuring the integrity of your processes, ensuring that all content is handled in accordance with a clear policy and taking steps to protect moderators’ health against traumatizing content.

Scalability

Automative content moderation is a method that uses algorithms to handle large volumes of online content. The process can be triggered in real-time and can help platforms keep their reputation clean. It also helps brands protect their users from being exposed to upsetting content.

This moderation technique is scalable, which means that it can be implemented across different types of platforms and scaled as demand increases. It’s also able to reduce operational costs and increase accuracy by using machine learning techniques.

As a result, it’s becoming increasingly popular among businesses that use social media as a way to connect with their customers. It helps increase engagement and define a brand identity. However, it also raises some concerns about bias in algorithmic decision-making.

Despite this, AI-backed moderation solutions can help businesses meet their regulatory obligations and avoid legal trouble. They can also improve customer experience by preventing phishing scams, fake reviews and other harmful online content from appearing.

Scalability refers to the ability of IT systems to accommodate a greater workload without experiencing major issues. This may be in terms of storage capacity, users or the amount of transactions that can be handled.

When an application or system can handle 100 kilobytes of data and still function properly when pushed to the limit with a terabyte of data, it’s scalable. This is a good way to demonstrate to investors that a startup can handle a high level of demand while being able to respond quickly and efficiently.

For example, if a company wants to expand its online presence and attract more visitors, it should make sure that it can scale up to accommodate the demand. This will ensure that the platform stays up and running while delivering a positive user experience.

In addition, scalability can be used to determine whether or not a company should invest in new technology. For example, if an online retailer needs to add new features to its product line, it should make sure that it can scale to support those changes without major issues.

As a result, AI-powered moderation is a fast and effective tool that can handle an increasing volume of content. Moreover, it can be deployed quickly to ensure that businesses remain competitive in the market. It’s also a cost-effective solution that can protect the wellbeing of human moderators and their teams.

Pregnancy and birth are a truly beautiful time and to have photos of this special milestone you will cherish forever is priceless.

Wellington-based maternity photographer Janelle Kee-Sue loves capturing this time for her clients – she can capture your pregnancy at a location of your choice or in the studio, either way you will receive gorgeous images to cherish.

Affordable

Pregnancy is a time of joy and excitement and you want to make sure that you capture this special time with beautiful photos. Whether you’re looking for natural maternity photographs or a more posed maternity photoshoot, maternity photographer wellington has got you covered.

Wellington based maternity photographer Janelle Kee-Sue offers affordable maternity photography throughout the Wellington region. She believes everyone should have access to professional maternity photography – having a baby isn’t cheap and you deserve gorgeous photos of this beautiful milestone!

Maternity and newborn sessions can be done in the studio or at a location of your choosing. All packages include a pre-shoot consultation, a photoshoot and a personal online gallery with high resolution images ready for printing or putting in a personalised album. Her passion is capturing your family’s legacy so that you can enjoy and share the timeless artwork for years to come. Contact her today to schedule your bespoke maternity photo shoot!

Natural

Pregnancy is a beautiful and magical time for expectant parents. With the right photographer, you can capture this incredible moment and share it with your family for generations to come.

Wellington photographer Janelle Kee-Sue is a professional maternity and newborn portrait specialist with over seven years experience in the field. Her unobtrusive and natural style will result in stunning photos that you’ll be proud to display in your home.

She’s a landscape photographer at heart, so she’s particularly skilled at capturing a breathtaking location for your maternity photos. Her packages include a photoshoot in a location of your choice, a virtual consultation, and an online gallery of the best images.

She’s also got you covered with a personalised album, wall art, and canvas prints, which will be treasured for generations to come. Contact her today to book your session! The most important thing is that you have a great time and leave with some amazing memories to cherish for a lifetime.

Relaxed

A maternity photographer in Wellington may not be the first thing that comes to mind when you think of a relaxing evening, but there are a number of options around town. The best maternity photo session in the city should be something a little different to ensure that you and your partner get the most out of your experience. For example, try out the maternity nook at the Wellington Zoo where you can witness a number of fun activities like feeding the animals a few midnight snacks. This is a great way to show off your photography skills, and will also be a fun way to spend time with your loved one(s). The maternity nook is actually located in the zoo’s main exhibit building which is a nice place to sit down and enjoy a glass of wine after the photo shoot.

Stylish

Maternity photography is a special way for expecting mothers to document their pregnancy and create memories they can cherish for a lifetime. Many maternity photographers are creative and can offer a variety of photo styles such as milk baths, silhouettes or underwater photographs. They are also able to work with the family to create photos that are both unique and personalised. They can also take the photographs in a location of your choice in the Wellington region, either indoors or outdoors. They are able to capture heirloom quality portraits that will become the perfect addition to your home or office. Their packages are very affordable and they offer a free virtual consultation so you can discuss your requirements before you book a session.

Janelle Kee-Sue is a Wellington photographer who specialises in maternity and newborn photography. She has more than seven years’ experience shooting in the Wellington region and she is able to capture your moments in an unobtrusive and natural style. Her packages are affordable and she offers a variety of options from location to studio shoots as well as personalised products including personalised albums, wall art and canvas prints.

Buying flowers online is a great way to send fresh bouquets of blooms to your loved ones. These flower delivery services allow you to shop for the best arrangements without leaving your home, and they often offer free shipping.

Online flower delivery has become a popular service for both consumers and florists. It provides customers with a convenient way to shop for flowers online and allows florists to stay open 24 hours a day.

Teleflora

Teleflora is an online flower delivery service that connects consumers with local florists. They are headquartered in Los Angeles and have a large network of florists that they work with.

Their flowers are arranged by local florists, so you know you’re getting fresh blooms each time. They also make it easy to order a specific occasion flower arrangement, such as birthdays or anniversaries.

The Teleflora website also has a handy search function that helps you find the right floral gift. You can search by occasion, price, or product category.

Bouqs

Bouqs is an online flower delivery service that sources flowers from ethical, sustainable farms. It offers same-day and next-day flower delivery and subscriptions that give you 30 percent off regular prices (and free shipping) every time you order.

It also works with over 40 family-owned flower farms that are Rainforest Alliance and Florverde Certified, which means water conservation and waste reduction is a priority for these growers. They typically send flowers in bud form, which ensures freshness and long-lasting enjoyment.

There are dozens of bouquets to choose from, including seasonal favorites like roses and orchids. Many are available for under $50, which makes them a great option for those on a budget.

Global Rose

Global Rose is a floral online store that sells a wide selection of flowers. Its inventory includes traditional red, pink, and white roses in various sizes. It also offers a variety of multicolored roses, which come in black, blue, lavender and green shades.

Buy flowers online is very easy and can be a great way to send a message without spending a fortune. Orders can be placed with just a few simple forms and payment details.

You can also opt for subscription delivery, which can save you up to 20 percent. There are three plans, including Solid Color Roses Club (beginning at $118), Variety Roses Club (beginning at $178) and Carnation Club (beginning at $167).

1-800-Flowers

If you’re looking for a simple way to send flowers online, 1-800-Flowers is the place to look. This popular florist is known for its wide range of flower bouquets and arrangements, making it easy to find the perfect gift for any occasion.

They also have an extensive selection of gifts, including gourmet foods and gift baskets. It’s a great place to shop for gifts for a loved one, especially if you’re short on time or budget.

This company is a great example of how old-fashioned customer service can be combined with innovative thinking and technology to create an excellent business. It has been around since 1976 and has an excellent reputation for its high level of service.

Amazon

Amazon is a great place to find flowers and gifts, from cute succulents to well-stocked baskets. It’s also an excellent resource if you need a gift on a tight deadline.

You’ll need to check a few things before ordering online, though. For one thing, many floral delivery services don’t include vases with their arrangements, but they sometimes let you add them for extra.

Another option is to buy an arrangement subscription from Enjoy Flowers, which sends out a mix of seasonal blooms every month or bi-weekly. The service also offers a special Garden Collection that costs $65 per shipment and includes 30 to 35 stems.