Thursday, 18 June 2026

Environment - PFAS chemicals contaminate the oceans

 

Levels of ‘forever chemicals’ in dolphins and whales are rising globally

Katharina J. Peters, University of Wollongong; Frédérik Saltré, University of Technology Sydney; Australian Museum, and Karen Stockin, Te Kunenga ki Pūrehuroa – Massey University

Whales and dolphins inhabit some of the largest and seemingly most pristine environments on Earth, from tropical coastlines to Antarctic waters. Yet even they cannot escape PFAS – persistent “forever chemicals” that leak from our homes, factories and waterways into the sea.

Forever chemicals are the secret ingredients in our non-stick pans, waterproof jackets and stain-resistant carpets. These chemicals belong to a group of more than 1,400 compounds known as PFAS (per- and polyfluoroalkyl substances). They enter the environment through manufacturing waste, industrial runoff, wastewater treatment plants and firefighting foams. But once these chemicals escape our homes and factories, they become almost impossible to get rid of. Washed into waterways, they make their way to the sea.

Small organisms absorb them from the water, fish eat those organisms and larger predators eat the fish. At each step, the chemical load increases. As top predators, whales and dolphins can end up with very high levels in their bodies. Not even deep-diving species living and feeding far from humans are safe.

In our new research, we found PFAS concentrations in cetaceans have increased globally since 2000. Animals in the Pacific Ocean were the most contaminated, with humpback dolphins showing the highest PFAS concentrations.

These mammals are sentinels of ocean health. They sit high in the food web, live for many years and are exposed to pollution across large areas of the ocean. When whales and dolphins show signs of chemical exposure, it tells us something is wrong in the wider marine ecosystem.

pod of dolphins hunting sardines, shot from below.
Forever chemicals move through the food web and end up in the bodies of high-level predators such as dolphins. Dmitry Miroshnikov/Getty

Why are we worried about forever chemicals?

Many of these chemicals have been in use for decades. Their sheer durability and ability to resist heat, oil and water make them very useful.

Scientists have grown increasingly concerned about them because they persist for decades and build up over time in our own bodies, as well as in wildlife and the broader environment.

The key concern is what these chemicals may be doing to the animals that accumulate them.

Research in humans and laboratory animals links PFAS to immune suppression, hormonal changes, reproductive problems and developmental effects. But we don’t yet have enough research to understand how different PFAS compounds and levels of exposure affect health.

Understanding these impacts in whales and dolphins is harder still. Marine mammals are long-lived, highly mobile and exposed to many human-made problems at once, from climate change to noise pollution to other contaminants.

Even so, there are warning signs. Some dolphin studies have reported changes in immune-related markers associated with PFAS exposure.

How do you test a whale for forever chemicals?

For humans, testing PFAS levels is usually done with a blood test. It is not as simple for whales and dolphins.

It is extremely difficult to take blood samples from large marine mammals in the wild. Scientists often rely on tissue samples from dead animals, particularly from the liver and kidney where many PFAS compounds tend to accumulate. These samples are analysed in specialised laboratories capable of detecting tiny concentrations of individual PFAS compounds.

This way, scientists have been measuring PFAS in whales and dolphins for decades. Each study added another piece to the puzzle, showing these chemicals were present in different species, populations and oceans.

Our study took a step back and looked at the global picture.

We compiled PFAS data from cetaceans worldwide, focusing on liver samples because they are the most commonly available tissue type, allowing us to compare studies across species and regions.

What did we find?

We found PFAS contamination differed substantially across species, location, sex, age and time.

Infographic showing the main findings of the study. CC BY

The highest concentrations tended to be found in coastal dolphins and porpoises, suggesting animals living near urban and industrial areas face greater exposure.

Cetaceans in the Pacific had higher levels than other oceans. This is likely due to high industrial activity and the extent of historical PFAS production in coastal regions.

Female whales and dolphins can transfer forever chemicals during pregnancy and nursing. This means their calves can be exposed to concerning levels of PFAS at a very early age.

Males often end up with higher levels than females overall, as they cannot transfer these chemicals to their young.

There are some large gaps in the global dataset we collated, which means we don’t fully know the extent of PFAS contamination in cetaceans off India, Indonesia and parts of Africa.

humpback whale and calf swimming below the surface.
Female whales and dolphins can transfer forever chemicals to their calves. Kerstin Meyer/Getty

What should we do?

While important questions remain about the effects of forever chemicals on whales and dolphins, the widespread contamination we observed is a real concern. We need to continue monitoring while strengthening regulations and working to reduce PFAS flows into the environment.

History shows global action on harmful chemicals works. After it became clear Earth’s protective ozone layer was being eaten away, nations agreed to phase out the chemicals responsible. The ozone layer is now recovering.

The European Union moved to ban some PFAS compounds 20 years ago. Our study found lower levels of some legacy PFAS compounds in the Mediterranean Sea, a pattern that may reflect the effects of regulation. This is positive, but not sufficient given overall PFAS levels in whales and dolphins have increased globally over time. The EU is now moving to better regulate this class of forever chemicals.

Forever chemicals are one of the defining pollution challenges of our time. The more we understand how these chemicals accumulate in whales and dolphins, the better equipped we will be to reduce future contamination and protect marine ecosystems.

What ends up in the ocean does not simply disappear. And neither do PFAS.

This article is based on collaborative research that also included Lavinia Stokes (University of Wollongong), Jesuina de Araujo (National Measurement Institute) and Gavin Stevenson (National Measurement Institute).The Conversation

Katharina J. Peters, Lecturer in Biological Sciences, University of Wollongong; Frédérik Saltré, Senior Lecturer in Ecology and Biogeography, University of Technology Sydney; Australian Museum, and Karen Stockin, Professor of Marine Ecology, Te Kunenga ki Pūrehuroa – Massey University

This article is republished from The Conversation under a Creative Commons license. Read the original article.

Sydney Film Festival 2026 - Film Review - Whistle - documentary

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Australian documentary film director, Christopher Nelius has created an entertaining, uplifting and quirky film with 'Whistle'. The documentary follows the preparation and staging of the world's greatest whistling competition held in Hollywood, Los Angeles, USA and includes interviews with key competitors in their own home countries in the UK, US, Spain and Japan. Whistling diva and producer of the competition, Carole Anne Kaufman is on a mission to elevate both whistling as an artform and the standing of this competition and the film captures her efforts from start to finish. It's an eccentric cast of characters altogether.   

This is a professionally produced documentary with excellent editing, pacing and dramatic effects as the competition proceeds, without being overly sentimental. The film leaves the viewer with admiration for musical expertise and dedication of the competitors and the devoted commitment of the event organiser and her volunteers.  

For documentary film lovers, this film is a must-see.

Whistle


Run time: 84 minutes
Rating [/10]: 10 out of 10
Recommended for cinema viewing: Yes

Monday, 15 June 2026

The first Artificial Intelligence vaccine

 

World’s first AI‑designed vaccine explained

Sooksaard/Shutterstock.com
Neil Mabbott, University of Edinburgh

Researchers at the University of Cambridge have developed what they describe as a fundamentally new type of vaccine using artificial intelligence (AI). The vaccine’s key component was designed entirely by AI and has now been tested in people for the first time.

The goal is ambitious: a single vaccine that works not just against all known human coronavirus variants, but against related bat viruses that could jump from animals to humans and cause future pandemics.

Traditional vaccines train our immune system to recognise one specific virus. The problem is that viruses mutate. When they change enough, the vaccine stops working, which is why we need a new flu shot every year and why COVID vaccines have been updated repeatedly since 2021.

AI offers a way around this. By analysing genetic data from thousands of related viruses, it can identify the parts that stay the same across different strains and that are unlikely to change over time. Target those stable features, and you have a vaccine that should work against the whole family, not just the strain you started with.

This is exactly what the Cambridge team did. They used AI to scan viruses from the sarbecovirus family, which includes the viruses that cause both SARS and COVID, as well as a range of animal coronaviruses – looking for shared features that evolution has left largely untouched. Those features became the basis of the vaccine.

DNA vaccines

While many people are familiar with the mRNA shots used during the pandemic, this new vaccine uses DNA. DNA vaccines are generally more stable than mRNA vaccines, making them easier to store and transport. A significant advantage in lower-income countries where “cold-chain” infrastructure is limited.

They can also be administered without needles. A high-pressure stream of liquid delivers the vaccine through the skin, making administration less painful and easier to scale up during an outbreak.

DNA and RNA viruses explained.

Could it protect against future pandemics?

These practical advantages matter most if the vaccine itself can do something no existing jab can: protect against viruses we haven’t encountered yet.

Broad-spectrum vaccines could change the way the world responds to emerging infectious diseases. By offering much wider protection than traditional vaccines, they could provide rapid immunity against new and emerging viral threats. This would equip public health officials with tools to stop future outbreaks in their tracks before they have a chance to turn into global pandemics.

They could also transform our approach to more familiar diseases. Influenza is a prime target because it exists in many different strains and evolves so rapidly. Scientists have to predict which strains will dominate each flu season, and they guess wrong, vaccine effectiveness can suffer. A universal flu vaccine that targets features shared across multiple strains could eventually end the annual race to keep up with the virus.

And the Ebola virus shows why this matters right now. The recent outbreak in the Democratic Republic of the Congo and Uganda is driven by the Bundibugyo strain, which bypasses existing vaccines. While researchers rush to create a new vaccine specifically for this strain, local communities remain at high risk. A broad-spectrum vaccine designed to cover an entire virus family could transform that picture.

What the trial found

This is the first human trial of an AI-designed vaccine. The results showed that this DNA vaccine was able to stimulate the immune system to produce antibodies that can recognise different types of sarbecoviruses. The technology was found to be safe and well tolerated.

This is an exciting advance because it demonstrates how AI has the potential to design variant-proof vaccines against future pandemic threats. The needle-free delivery system could also make the vaccine easier to administer and distribute worldwide.

However, there is more work to do. Although the results in this study are encouraging, the immune responses following vaccination were modest. It was also uncertain how long the protection lasts and whether further boosters will be required. Larger trials are also needed to determine whether the vaccine can prevent or reduce virus infections in the real world.

A universal vaccine remains a few years away. And any new vaccine must still pass larger trials to prove it is safe, effective and provides lasting protection. But this study shows the goal is getting closer – and AI may help us get there faster.The Conversation

Neil Mabbott, Personal Chair of Immunopathology, University of Edinburgh

This article is republished from The Conversation under a Creative Commons license. Read the original article.

Artificial Intelligence Part 9 - specific industry impacts - retail marketing, advertising and fashion

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Part 8 of this series on AI explored the impact of the new technology on the retail sector. This posting will further consider AI's effect on specific retail functions. 

Marketing and advertsiing in retail
AI has most impact with -
  • Performance marketing: Google and Meta's advertising platforms are increasingly self-optimising with informed automation. The previous large teams of digital marketing specialists who managed bid strategies, audience targetting and creative testing are shrinking.  The platforms can carry out the operations that previously employees would carry out.
  • Personalised communications: AI can and does generate individualised email, push notifications and SMS content at scale replacing or reducing human campaign teams.
  • Market research and consumer insight: AI can synthesise customer data, social media listening, consumjer feedback and sales patterns into insight reports thus reducing analyst headcount.
Fashion retail specifically
Fashion sits at the intersection between the retails and creative indsutries making it doubly exposed -
  • Trend forecasting: traditionally carried out by high-cost specialist agencies and in-house teams, AI can now analyse social media, runway coverage and sales data to predict trends with considerable accuracy.
  • Design assistance: Ai tools can and do generate design concepts, colourway combinations and print patterns. This places junior design assistant roles under pressure in a very cost conscious industry.
  • Fit and sizing: AI fit technology reduces return rates thus threatening the customer service infrastructure built around managing returns.
  • Wholesale and buying: the buyer role which requires relationship-building with suppliers and market intuition is more protected from AI encroachment. The analytical support underneath these roles is much less so.
At this stage AI appplication in fashion is more of an augmenting role rather than displacement of jobs but increasingly this may change.

Astronomy - alien visits to Earth unlikely

Aliens might exist. But there are three reasons why they’re not visiting us

Steven Spielberg’s new film, Disclosure Day, explores the idea of extraterrestrial life. Universal
Carol Oliver, UNSW Sydney

The United States government’s recent release of hundreds of previously classified Unidentified Anomalous Phenomena (UAPs) cases spanning the 1940s to the present, along with the new Steven Spielberg movie, Disclosure Day, about extraterrestrial life, has fuelled the idea that aliens are visiting Earth.

In fact, polls in Australia, the US and elsewhere indicate around a third of the public believes aliens are here.

However, while what we know about the universe suggests aliens may exist, there are three compelling reasons why they probably aren’t visiting us.

Space is big – very big

To begin with, space is vast – beyond our imagination.

Proxima Centauri, the nearest star to our Sun, is about 40 trillion kilometres away, 268,000 times farther than the Sun is from Earth. That’s 4.3 light years as astronomers measure it. A light year is the distance light travels in one year at 300,000km per second.

We can only travel across space at a fraction of the speed of light with current technology. Even our fastest spacecraft, the Parker Solar Probe, travels at a top speed of roughly 191 kilometres per second – 0.064% the speed of light.

At that speed, it would take about 6,650 years to reach Proxima Centauri, and that’s just in our local stellar neighbourhood. So interstellar travel within human lifespans would require much higher velocities.

Let’s assume we did have the means to travel close to the speed of light. That introduces the first problem with travelling at that velocity. Albert Einstein demonstrated that time is relative; the rate of time flow is not the same everywhere in the universe. The faster a spaceship travels from Earth, the slower time will pass for its passengers. This is called time dilation.

For example, when NASA astronaut Scott Kelly arrived back on Earth from a year on the International Space Station, he was milliseconds younger than his identical twin because time moves more slowly for objects in motion, and the International Space Station travels at roughly 28,150 kilometres per hour.

This difference was negligible for the Kelly twins. But for any aliens cartwheeling through our skies, it would be significantly more because of the journey to Earth and back from a distant star system at a necessarily higher speed. They would go home to a planet much older than the one they left – perhaps by a century or more. They would be time exiles.

A grey, lunar surface with three colourful dots visible in the sky.
A photograph from the Apollo 17 mission in December 1972. NASA

Unimaginably high energy requirements

Then there’s the unimaginably high energy requirement for interstellar travel.

The mass of the spaceship increases with velocity, so an increasing amount of energy is required to accelerate it.

At the speed of light, the ship becomes infinitely massive, requiring an infinite amount of energy. This is clearly impossible.

Another significant issue is that space is a vacuum – but not completely. There are just enough particles to worry about. They can potentially cause fatal radiation for passengers and the instruments of a high velocity spacecraft, or destroy it. Sparsely spread hydrogen atoms turn into intense radiation at near light speed, and the heat that is generated would ablate and eventually destroy the hull.

Faster-than-light travel, according to physicist Miguel Alcubierre, is possible, but it comes with its own set of issues and a currently impossible energy requirement.

That raises the question of why spend all this energy to travel to Earth? Anything we have, an advanced civilisation (as they would have to be to get here) would be able to make on their planet.

A unique biosphere

Yet another issue is our biosphere, unique to Earth as far as scientists know.

Life and the planet co-evolved. Complex life would not exist on Earth if cyanobacteria, a type of single-celled microbe, had not pumped oxygen into our mostly nitrogen atmosphere 2.4 billion years ago.

It’s therefore not toxic for us, but oxygen is reactive and could be highly corrosive for aliens. And while they could wear protective suits like humans do when going to inhospitable environments, reports of visiting aliens do not include any descriptions of spacesuits.

So, are aliens out there?

If aliens are not here, are they out there?

It’s an interesting question, scientifically and philosophically. Scientists do not have enough information yet, but they are working on the question.

About 6,200 exoplanets have been found in more than 4,700 solar systems, though none are like Earth or our Solar System.

Most stars could have at least one planet, and there are more than 100 billion stars in our galaxy alone. The number of planets is therefore astronomical, and some may be habitable.

Closer to home, there are worlds with potential for microbial life either past or present – Mars, Europa (a moon of Jupiter), and Enceladus and Titan (moons of Saturn). If we discover life began twice in our Solar System, that will increase the odds of life elsewhere.

Since 1960, we’ve had the capability to look for intelligence elsewhere, piggybacking on normal radio astronomy. The biggest search for alien life projects are carried out by the SETI Institute in California and the Breakthrough Listen project based at Oxford University in the United Kingdom.

Nothing has been found across all the searches made. Finding intelligence in our time frame – about a hundred years – in the 13.8-billion-year history of the universe is challenging.

However, as a 1959 Nature paper noted, while it’s difficult to estimate the chance of success, if we don’t search, the chance drops to zero.The Conversation

Carol Oliver, Professor in Science Communication and Astrobiology, UNSW Sydney

This article is republished from The Conversation under a Creative Commons license. Read the original article.

Thursday, 11 June 2026

Sydney Film Festival 2026

 
The Sydney Film Festival (SFF) is currently running until 14 June 2026 with up to 18 separate screen venues in operation. With a mix of  all genres of film and including major releases from the international film festivals, this blog will provide a series of film reviews from the SFF over coming days.

Sunday, 7 June 2026

Climate Change - cooling cities using trees

 

Trees and greenery can cool cities by as much as 18°C – but only if they’re the right type

You Le/Unsplash
Mohammad A Rahman, The University of Melbourne

Cities around the world are planting more trees to cope with rising urban heat. But our research shows trees alone are often not enough. In some cases, the wrong kind of greening can even make streets feel less comfortable on a hot day.

We compared field measurements from Melbourne, Munich and Hong Kong to test how different kinds of urban planting changed the heat people experience outdoors.

The results showed layered vegetation – where trees are combined with shrubs and ground cover – often cooled cities more effectively than trees alone. We also found local climate and street design strongly shaped whether greening worked well.

These findings matter because urban greening is no longer just about aesthetics. As cities spend billions adapting to extreme heat, planting design may matter as much as planting quantity.

Cities are getting hotter

Cities trap heat. Roads, buildings and asphalt absorb solar energy during the day and slowly release it back into the air, especially at night.

This “urban heat island” effect, combined with climate change, is making heatwaves more intense and more dangerous in our cities.

Trees are one of the most popular responses because they provide shade and reduce the amount of heat absorbed by surrounding surfaces. But outdoor comfort depends on more than air temperature alone.

People experience heat through sunlight, reflected heat, humidity and airflow. A shaded street can still feel uncomfortable if humidity is high or if wind cannot move through the space.

That is why a “one-size fits all” greening strategy can fail. A planting design that works well in Melbourne may behave very differently in Hong Kong or Munich.

What we found

To better understand how urban vegetation affects heat stress, we did field measurements in three cities with different climates: temperate Melbourne, cooler Munich and humid subtropical Hong Kong.

Rather than relying only on computer models, we measured real conditions in streets and green spaces during summer.

We compared open urban spaces (with no plantings), sites with trees only, and layered planting (which means trees, shrubs and ground cover together).

Importantly, we did not just measure air temperature. We also measured “mean radiant temperature”, which captures the heat radiating from roads, walls and other surfaces onto the human body.

In Melbourne, street trees reduced radiant heat absorbed by pedestrians by more than 18°C, compared with open streets. Even where air temperatures changed only slightly, shaded streets felt substantially cooler.

Munich showed the strongest benefits from layered planting. There, streets and green spaces containing trees, shrubs and ground cover reduced afternoon heat stress by almost 8°C compared with more open spaces.

Hong Kong also benefited from vegetation, especially through shade created by overlapping tree canopies. But the results there were more mixed because the humid climate changed how cooling worked (more on that later).

Across all three cities, one finding stood out: vegetation structure matters.

Combining trees with shrubs and ground cover often performed better than trees alone, but the benefits depended on how the planting interacted with the local environment.

Why some greening can fail

The study showed that more vegetation is not automatically better.

In Hong Kong, dense vegetation sometimes increased humidity enough to reduce some of the cooling benefit. Plants release water vapour into the air through transpiration, which can help to cool dry climates. But in already humid cities, extra moisture can make outdoor spaces feel sticky and uncomfortable because sweat evaporates less efficiently.

In some Munich streets, dense vegetation reduced airflow through narrow urban corridors, trapping warm air and slowing the movement of vehicle pollution away from pedestrians.

These findings highlight why cities cannot rely on generic canopy targets copied from elsewhere. Climate, street width and airflow all shape whether vegetation improves comfort or creates unintended side effects.

Designing cooler cities

The solution is not to stop planting trees. It is to design urban greening more carefully.

Cities need planting strategies tailored to local conditions rather than universal greening formulas. In parks and open green spaces, layered vegetation can provide strong cooling while also supporting biodiversity. In dense streets, planners may need to balance shade with ventilation.

The findings also suggest cities should move beyond measuring success through tree numbers alone. The arrangement, density and type of vegetation matter just as much as canopy cover.

Designing for local conditions

Our research shows urban vegetation can reduce heat stress, but the benefits depend on how and where cities plant it.

Melbourne demonstrated the strong cooling effect of street trees on radiant heat, Munich showed the added value of layered vegetation, and Hong Kong revealed how dense planting can sometimes backfire in humid conditions.

Cities need climate-smart green spaces designed for local conditions, airflow and human comfort to remain liveable as temperatures rise.The Conversation

Mohammad A Rahman, Senior Lecturer in Urban Horticulture, The University of Melbourne

This article is republished from The Conversation under a Creative Commons license. Read the original article.

Wednesday, 27 May 2026

Artificial intelligence Part 8: specific industry impacts - retail sector

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The retail industry has managed several significant disruptions, particularly with technology, over many decades. Retail in this definition, spans both the physical and digital environments with multiple different segments and collectively has the highest overall level of employment. The impact of AI occurs differently across the segments as discussed below -

E-commerce and digital retail
Disruption caused by AI is most advanced in this segment of retail -
  • Merchanidising and product curation: AI is already used online to determine what products are shown, to which potential purchasers at what price and in which order. The human merchandiser role that once required deep product knowledge and market intuition is being replaced by AI. The result is buying teams are being reduced in headcount.
  • Pricing and promotions: AI can operate dynamic pricing in real timer across millions of stock keeping units (SKUs) based on demand, competitor pricing and inventory levels. The pricing analyst role has been largely automated.
  • Demand forecasting and inventory management: this is a large team function traditionally in retail requiring significant human judgement (which sometimes was unsuccessful with some product lines), however now AI is a dominant force. Inventory planners are increasingly deployed to exception management only.
  • Product descriptions, copywriting and promotional content: once the function of large copy teams for catalogues, AI now generates product listings at scale for example, at Amazon, ACOS and Zalando. 
  • Customer service: Tier 1 customer service in e-commerce had become largely automated with chatbots and AI agents now capable of handling item returns, order queries, and complaints at scale. Human agents are increasingly handling ecalated issues only.
  • Searches and recommendations: the entire discovery layer of e-commerce is AI-driven thus reducing the need for manual curation teams.

Physical Retail - Shops, boutiques bricks and mortar stores
The physical retail segment has a much stronger protective layer being the embodied, social experience of shopping and the overall 'retail therapy' of personal service, expertise and the physical handling of possible items for purchase. Luxury retail, specialist retailers together with experience-led formats have led to an investment in more knowledgeable human staff. Consumers expect such interaction, expertise and better service. Retailers whom do not offer higher level services for more expensive products often find public criticism including negative consumer ratings online are the result. Nonetheless there is AI intrusion and pressure in this segment -
  • Checkout and payment: the increasing use of self-checkout from stores and the replacement of human checkout counters has been the proverbial thin-edge-of-the-wedge for the past two decades. For example, Amazon Go and similar checkout models eliminate checkout operator roles entirely. This process started in gocery stores but has expanded across a large part of the retail industry however not without some caveats - staff are needed to supervise and monitor self-checkout store sections, increased surveillance for fraud and theft has become essential and human operator checkout aisles have needed to be retained in smaller form. 
  • Stock management and replenishment: computer operated vision and AI inventory systems can detect shelf gaps and product depletion thus triggering replenishment action without human stock checkers. Warehouse stock picking has increasingly become robotic.
  • Loss prevention: AI camera systems are increasindly replacing human loss prevention officers for monitoring and surveillance in-store. Human response to any alerts however remains essential.
  • In-store customer assistance: customer assistance where genuinely helpful product knowledge  roles are needed means there positions are much more protected from AI encroachment. Generic customer greeting roles are much less so.
  • Visual merchandising: AI tools can optimise store layouts using foot traffic data and correction with sales information. This reduces the creative and analytical work of visual merchandisers.

Grocery and Fast Moving Consumer Goods (FMCG) Retail
Grocery and fast moving consumer goods is another segment when AI operates removing more of the operational back office roles. For now it cannot do the physical work of storage, presentation and despatch however systems operation is custom made for AI.
  • Category management: the analytical heavy lifting that category planners (planogram design, range rationalisation, promotion assessment and evaluation) are all in the process of being automated.
  • Supply chain coordination: AI optimises routing, supplier ordering and waste reduction. The impact is the reduction of operational planning team headcount.
  • Fresh food management: AI waste reduction tools are already deployed in major supermarkets. This is a direct threat to manual stock management roles but not to actual physical movement of materials.
A further post in this blog will cover other aspects of the retail industry where AI is impacting marketing, advertising and retail fashion.