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Researchers unexpectedly discovered toxic airborne pollutants in Oklahoma. The image above depicts a field in Oklahoma. Credit: Shutterstock University of Colorado Boulder researchers made the first-ever airborne detection of Medium Chain Chlorinated Paraffins (MCCPs) in the Western Hemisphere. Sometimes, scientific research feels a lot like solving a mystery. Scientists head into the field with a clear goal and a solid hypothesis, but then the data reveals something surprising. That’s when the real detective work begins. This is exactly what happened to a team from the University of Colorado Boulder during a recent field study in rural Oklahoma. They were using a state-of-the-art instrument to track how tiny particles form and grow in the air. But instead of just collecting expected data, they uncovered something completely new: the first-ever airborne detection of Medium Chain Chlorinated Paraffins (MCCPs), a kind of toxic organic pollutant, in the Western Hemisphere. The teams findings were published in ACS Environmental Au. “It’s very exciting as a scientist to find something unexpected like this that we weren’t looking for,” said Daniel Katz, CU Boulder chemistry PhD student and lead author of the study. “We’re starting to learn more about this toxic, organic pollutant that we know is out there, and which we need to understand better.” MCCPs are currently under consideration for regulation by the Stockholm Convention, a global treaty to protect human health from long-standing and widespread chemicals. While the toxic pollutants have been measured in Antarctica and Asia, researchers haven’t been sure how to document them in the Western Hemisphere’s atmosphere until now. From Wastewater to Farmlands MCCPs are used in fluids for metal working and in the construction of PVC and textiles. They are often found in wastewater and as a result, can end up in biosolid fertilizer, also called sewage sludge, which is created when liquid is removed from wastewater in a treatment plant. In Oklahoma, researchers suspect the MCCPs they identified came from biosolid fertilizer in the fields near where they set up their instrument. “When sewage sludges are spread across the fields, those toxic compounds could be released into the air,” Katz said. “We can’t show directly that that’s happening, but we think it’s a reasonable way that they could be winding up in the air. Sewage sludge fertilizers have been shown to release similar compounds.” MCCPs little cousins, Short Chain Chlorinated Paraffins (SCCPs), are currently regulated by the Stockholm Convention, and since 2009, by the EPA here in the United States. Regulation came after studies found the toxic pollutants, which travel far and last a long time in the atmosphere, were harmful to human health. But researchers hypothesize that the regulation of SCCPs may have increased MCCPs in the environment. “We always have these unintended consequences of regulation, where you regulate something, and then there’s still a need for the products that those were in,” said Ellie Browne, CU Boulder chemistry professor, CIRES Fellow, and co-author of the study. “So they get replaced by something.” Measurement of aerosols led to a new and surprising discovery Using a nitrate chemical ionization mass spectrometer, which allows scientists to identify chemical compounds in the air, the team measured air at the agricultural site 24 hours a day for one month. As Katz cataloged the data, he documented the different isotopic patterns in the compounds. The compounds measured by the team had distinct patterns, and he noticed new patterns that he immediately identified as different from the known chemical compounds. With some additional research, he identified them as chlorinated paraffins found in MCCPs. Katz says the makeup of MCCPs are similar to PFAS, long-lasting toxic chemicals that break down slowly over time. Known as “forever chemicals,” their presence in soils recently led the Oklahoma Senate to ban biosolid fertilizer. Now that researchers know how to measure MCCPs, the next step might be to measure the pollutants at different times throughout the year to understand how levels change each season. Many unknowns surrounding MCCPs remain, and there’s much more to learn about their environmental impacts. “We identified them, but we still don’t know exactly what they do when they are in the atmosphere, and they need to be investigated further,” Katz said. “I think it’s important that we continue to have governmental agencies that are capable of evaluating the science and regulating these chemicals as necessary for public health and safety.” Reference: “Real-Time Measurements of Gas-Phase Medium-Chain Chlorinated Paraffins Reveal Daily Changes in Gas-Particle Partitioning Controlled by Ambient Temperature” by Daniel John Katz, Bri Dobson, Mitchell Alton, Harald Stark, Douglas R. Worsnop, Manjula R. Canagaratna and Eleanor C. Browne, 5 June 2025, ACS Environmental Au. DOI: 10.1021/acsenvironau.5c00038 Never miss a breakthrough: Join the SciTechDaily newsletter.

Wholesome Direct 2025 - everything announced at this year's cosy indie showcase Big hops! Discount shops! Spooky pups! More! Image credit: Eurogamer Feature by Matt Wales News Reporter Published on June 7, 2025 If you're the sort who just can't seem to resist the soothing rhythms of turnip planting and interior design, you've come to the right place. This year's Wholesome Direct - which marks the fifth anniversary of the showcase - has now aired, unleashing a fresh wave of cosy games to stick on your wishlists. We've got vending machine management, adorable puppies on spooking adventures, cheese-based puzzling, geckos, goats, seasonal cemetery exploration, and a whole lot more. So if that sounds like it might help sate your idyllic yearning, read on for all the big announcements from Wholesome Direct 2025. And for more indies, you can check out our round-up of this year's Day of the Devs showcase elsewhere. Leaf Blower Co. Leaf Blower Co. trailer.Watch on YouTube Ever wished your PowerWash Simulator had a little less splosh and a little more whoosh? That seems to be the starting point for developer Lift Games' Leaf Blower Co., a game about making the untidy tidy come rain, snow, or shine, one mechanised gust at a time. It's got a story mode plus a variety to locations waiting to be blown debris-free, and if that appeals, a demo's available now on Steam ahead of its release later this year. Instants Instants trailer.Watch on YouTube Instants is a creativity themed puzzler about the intoxicating pleasures of obsessive scrapbooking. It sees players attempting to sort images into chronological order and then assembling them into a scrapbook to reveal a "heartwarming" story inspired by the way family history can be passed down using pictures. It's developed by Endflame and launches today on PC (via Steam and Epic), and Switch. Story of Seasons: Grand Bazaar Story of Seasons: Grand Bazaar trailer.Watch on YouTube Stardew Valley might be the face of farming sims these days, but the grandaddy of the genre - Story of Season (formerly Harvest Moon) - never went away, and another entry in the venerable series is looming. Grand Bazaar is actually a remake of 2011 DS game Harvest Moon: Grand Bazaar, and it's got pretty much everything you'd expect from these kind of things - including turnips to fondle, animals to rear, and locals to dazzle with your impressive root vegetable collection. The main twist is you'll be selling all this yourself by setting up shop in the titular bazar. And if that sounds like something you'd enjoy, it launches for Switch, Switch 2, and Steam on 27th August. Gourdlets Together Gourdlets Together trailer.Watch on YouTube Perhaps you're already a fan of last year's Gourdlets or perhaps you're completely new to its vegetable-themed low-stakes thrills. Either way, there'll soon be a new way to play, thanks to developer AuntyGames' Gourdlets Together. Essentially, it takes the laid-back village-building vibes of the original, slings in a bit of a fishing focus - where earnings can be spent on upgrades or accessories to decorate your island home - then lets you do it while hanging out with friends online. Gourdlets Together launches on PC later this year. Luma Island Luma Island trailer.Watch on YouTube Don't think we're done with the farming sims yet - not by a long shot! Luma Island launched last year, offering an attractive mix of crop whispering, profession-specific activities, creature collecting, exploration, and puzzle-y dungeoneering. And come 20th June, it'll be getting just a little be more swashbuckling, thanks to its free Pirates update, introducing a new profession, new Lumas, new outfits, and a pirate cove filled with mini-games, temples, traps, and treasures. It'll also bring a range of different difficulty modes to suit players of all tastes. Is This Seat Taken? Is This Seat Taken? trailer.Watch on YouTube Think you're a dab hand at the old 'awkward family gathering' seating plan challenge? Well then, this might just be the game for you. In Poti Poti Studio's "cosy, silly, and relatable" logic puzzler Is This Seat Taken?, the goal is to satisfy the demands of a particularly fussy group of chair occupiers to find the perfect spot that'll keep everyone happy - be they on the bus, at the park, or in the office. It's coming to Steam, Switch, iOS, and Android this August, and a Steam demo's out now. MakeRoom MakeRoom trailer.Watch on YouTube Here's one for the aesthetic tinkerers and furnishing fetishists out there. MakeRoom, from developer Kenney, sees players decorating a series of miniature dioramas - from cosy indoor retreats to camper vans and even forests - to fulfil the requests of adorable NPCs. You might, for instance, be tasked with creating the perfect room for cats, or a suitably moody hideout for a vampire. Then it's simply a matter of hanging drapes, plopping down plants, and even crafting furniture to bring these spaces to life and satisfy your clients' whims. It all sounds very much like Animal Crossing's weirdly compelling Happy Home Paradise expansion, so if it's more of that sort of thing you want, MakeRoom comes to Steam on 7th August. Ambroise Niflette & the Gleaned Bell Ambroise Niflette & the Gleaned Bell trailer.Watch on YouTube The apple bell - whatever an apple bell is - has been stolen, but luckily for apple bell lovers everywhere, renowned detective Ambroise Niflette is on the case. Over the course of Topotes Studio's investigatory adventure, Ambroise - and players - will roam the village of Touvoir, interrogating its inhabitants and searching for secrets, all while using a notebook of steadily amassing leads to reveal contradictions and unmask the culprit. It all sounds perfectly lovely, but the real draw is the delightful art style, which is heavily inspired by miniatures and stop motion. Ambroise Niflette & the Gleaned Bell is eventually set to launch on Steam, but first there's a Kickstarter, which is underway now. Let's Build a Dungeon Let's Build a Dungeon trailer.Watch on YouTube First there was Let's Build a Zoo, and now comes Let's Build a Dungeon. But while developer Springloaded kept its focus pretty tight for its debut release, Let's Build a Dungeon goes broad; not only is it a playable RPG creator where you can rustle up your own worlds and quests, it's also claiming to be an entire games industry sim too, where you'll need to manage all the malarky around releasing your game - from attracting funding right through to making a profit at the other end of the process. But if all that sounds too stressful, Springloaded has confirmed - as part of its latest showing - there'll be a cosy sandbox Build Mode too. There's still no release date for Let's Build a Dungeon yet, but it's heading to Steam (there's a demo here), Xbox One, and Xbox Series X/S. Squeakross: Home Squeak Home Squeakross: Home Squeak Home trailer.Watch on YouTube What do you get if you cross adorable mice with classic grid-filling puzzler Picross? Well, this thing, obviously. Squeakross: Home Squeak Home is the work of developer Alblune, and it adds its own twist to the familiar logic-testing formula by introducing a home decorating element. The idea is each puzzle corresponds to an unlockable bit of decor - including furniture, accessories, and stickers - so you'll slowly amass new furnishings and trimmings as you give your brain a work out. Is there an in-game lore reason why puzzles equals furniture? Who knows! We'll soon find out, though, given Squeakross launches for Switch and PC (via Steam and itch.io) today. Monument Valley 3 Monument Valley 3 trailer.Watch on YouTube Ustwo Games' perspective shifting puzzle series Monument Valley has been a big old hit, amassing tens of millions of downloads since its iOS debut back in 2014 - so it wasn't a huge surprise when a third entry showed up on mobile last year. Initially, however, it was locked behind a Netflix subscription, but Monument Valley 3 - which we quite liked despite it offering little meaningful evolution for the series - is finally spreading its wings later this year. As announced during today's Wholesome Direct, it's coming to Steam, Switch, PlayStation 4, PS5, Xbox One, and Xbox Series X/S on 22nd July. Big Hops Big Hops trailer.Watch on YouTube If you immediately thought bunnies, you're wrong. Big Hops is, in fact, a frog-themed action platformer, in which players attempt to help the titular Hop find his way home. Each world he visits on his adventure promises its own self-contained story - involving everything from mountain cultists to desert ne'erdowells - all interspersed with plenty of agile platform action. You can grapple across gaps, hoist levers, rotate wheels, even pick locks - all using your tongue - and it's accompanied by some veggie-based gameplay that lets players introduce the likes of climbable vines and mushroom-based bounce pads into levels. Big Hops is currently raising funds via Kickstarter and a Steam demo's out now. Little Kitty, Big City Little Kitty, Big City trailer.Watch on YouTube Here's quicky for you. Little Kitty, Big City - the feline-focused open-world adventure from Double Dagger Studio - is getting a little bigger. That's thanks to a free content update coming to all platforms this "summer", promising new story content, a new neighbourhood to explore, and new oddball characters to befriend. That's alongside a new cat customisation feature for you creative sorts out there. Vending Dokan!: Kozy Kiosk Vending Dokan!: Kozy Kiosk trailer.Watch on YouTube What's in a name? Well, pretty much everything in this case. Aftabi Games' Vending Dokan!: Kozy Kiosk is, just as it sounds, a cosy, laidback game about managing your own vending machine empire. You'll choose where your machines go and what they sell, and hire staff to ensure they stay stocked, clean, and in working order. There's a heavy customisation element too, as you're free to decorate the areas surrounding your vending machines in order to attract new customers. Kozy Kiosk is officially referred to as an "idle simulation", and can be played both actively and passively. And if that appeals, it launches for Steam today. Winter Burrow Winter Burrow trailer.Watch on YouTube Developer Pine Creek Games' "woodland survival game" Winter Burrow was unveiled during December's Wholesome Direct, but it's back to announce it's now coming to Switch. If you missed its original reveal, Winter Burrow casts you as a mouse who's attempting to fix up their burrow and turn it into a toasty retreat from the cold. That requires exploring the snow-covered world outside, gathering resources, crafting tools, building things, making friends, baking pies, and more. Winter Burrow launches next year and will be available for Steam, Xbox One, Xbox Series X/S, and Switch. Tales of the Shire: A Lord of the Rings Game Tales of the Shire trailer.Watch on YouTube After multiple delays, cosy hobbit life sim Tales of the Shire is almost upon us, and developer Wētā Workshop is readying for its arrival with a brand-new trailer. It's been described as a game about "finding joy in the small moments", and features all the usual life sim activities - fishing, cooking, gathering, decorating, merrymaking - with a bit of a Lord of the Rings twist. So yes, you CAN decorate your hobbit's hole. Tales of the Shire launches for Switch, PlayStation, Xbox, and PC on 29th July. Haunted Paws Haunted Paws trailer.Watch on YouTube If your interests lie at the intersection of spooky mansions and adorable pups, prepare to have your day made. In developer LazyFlock's supernatural adventure Haunted Paws, players - either solo or with a friend - control two brave (and customisable!) puppies as they explore a creepy old house in search of their human, who's been kidnapped by sinister forces. It promises puzzles, lighthearted spookiness, and even a few emotional bits. There's no release date for Haunted Paws yet, but it's coming to Steam. The Guardian of Nature The Guardian of Nature trailer.Watch on YouTube This wholesome, hand-drawn puzzle adventure from Inlusio Interactive is all about the interconnectedness of nature, and sees players embarking on a botanical journey as the lovably be-hatted Henry. Not only does Henry know his stuff about the natural world, he's also able to change his size, meaning players can explore both above and below ground as they solve puzzles to assist nature. The Guardian of Nature launches into Steam early access today, and it's coming to Switch, Xbox, iOS, and Android too. Everdeep Aurora Everdeep Aurora trailer.Watch on YouTube If you've ever thought Dig Dug would be improved if its protagonist was a cat, Everdeep Aurora might be the game for you. It follows the apocalyptic adventures of a kitten named Shell as she explores subterranean depths in search of her mother. You'll obliterate blocks, do some platforming, play mini-games, and converse with peculiar characters as you investigate the dark secrets buried below, all without a hint of combat. Its limited-colour pixel art looks wonderful, and it's coming to Steam and Switch on 10th July. Seasonala Cemetery Seasonala Cemetery trailer.Watch on YouTube From the creators of A Mortician's Tale, the "meditative" Seasonala Cemetery is a "peaceful but poignant reflection on life and death". It's set in an expansive, living cemetery that changes dynamically based on your system's time and date. The summer, for instance, might see the world bustling with vibrant life, while the winter brings quiet and snow. You can interact with NPCs and animals, rummage through nature, learn the history of the nearby city through its gravestones, or simply relax to its ambient sounds. Seasonala Cemetery is out today on Steam and itch.io, and is completely free. Camper Van: Make it Home Camper Van: Make it Home trailer.Watch on YouTube One of (bizarrely) several camper-van-themed games currently in the works, developer Malpata Studio's Make it Home is a pretty self-explanatory thing. You've got a camper van to make your own as it journey across beautiful, idyllic landscapes. Part of your goal is to solve organisational puzzles, but there's laidback interior design too. Camper Van: Make it Home is available today, alongside a demo, on Steam. Lynked: Banner of the Spark Lynked: Banner of the Spark trailer.Watch on YouTube FuzzyBot's Lynked: Banner of the Spark is a cheerily colourful action-RPG, that's part sci-fi roguelike, part relaxed life sim. At its most peaceful, you'll farm, fish, gather materials, and build your base with help from your robot pals, but that's all in service of its more frenetic hack-and-slash action. When you're ready for some proper adventure, you can brave the wilds, battle evil robot forces with a large arsenal of weapons, and search for helpful bots to bring back home. Lynked is already available on Steam, but it's coming to PS5 and Xbox Series X/S too. Omelet You Cook Omelet You Cook trailer.Watch on YouTube In this chaotic cooking roguelike from SchuBox Games, you're tasked with creating the perfect omelettes to satisfy your customers' increasingly peculiar demands. That involves combining ingredients as they fly by on a conveyor belt, from the relatively mundane to the rather more dubious, in the hope of earning enough money to increase your provisions, add useful relics to your pantry, and, hopefully, please the fearsome Principal Clucker. It all looks wonderfully ridiculous, and it launches on Steam today. Milano's Odd Job Collection Milano's Odd Job Collection trailer.Watch on YouTube Milano's Odd Job Collection (known as Milano no Arubaito Collection in Japan) is coming to the west for the very first time. It follows the adventures of 11-year-old Milano as she's left to her own devices over the summer. Free to do as she pleases, she embarks on a range of odd job - from pizza delivery to milking flying cows - in order to make money and have fun. Milano's Odd Job Collection, from developer Westone, is coming to Switch, PlayStation, Xbox, and PC later this year. Fireseide Feelings Fireseide Feelings trailer.Watch on YouTube If you've got something to get off your chest, what better place to do it than by a roaring fire in a cosy forest glade? Fireside Feelings is described as a "mental wellness experience" promoting empathy, connection, and positivity between players. Situated cosily in your customisable camp, you're able to answer questions on a range of topics, taking part in conversations between people "separated in space and time". Conversations aren't live, and there's no direct interaction with others, but the goal, according to developer Team Empreintes, is to "share experiences, express your emotions, and be a part of a caring community". It launches today on Steam. All Will Rise All Will Rise trailer.Watch on YouTube Well here's something you don't see every day. All Will Rise is a "narrative courtroom deck-builder", in which you and your team take a corrupt billionaire to court, accusing them of a river's murder. That involves accumulating cards and using them to engage in conversation battles, attempting to charm, intimidate and manipulate those you meet around the vibrant city of Muziris. "Obey a dead river god's summons - or defy them," developer Speculative Agency explains. "Pass information to violent ecoterrorists - or maintain your pacifist ideals. Convince a corporate stooge to testify for you - or blackmail him with sensitive information. Your choices will determine the [city's] fate." All Will Rise is currently crowdfunding, but it's aiming to launch on Xbox, PlayStation, Switch, and Steam. Gecko Gods Gecko Gods trailer.Watch on YouTube It's hard to go wrong with a gecko, which immediately gives developer Inresin's Gecko Gods a bit of an advantage. What we've got here is a "serene lizard-sized puzzle-platformer" set on a beautiful archipelago, in which its tiny protagonist clambers across forgotten ruins, solving puzzles as they go. There are secrets of a lost civilisation to uncover, hidden paths, and more, all of which you'll be able to explore for yourself when Gecko Gods launches for Switch, PS5, and Steam later this year. But if you're an impatient sort, a Steam demo is available now. One Move Away One Move Away trailer.Watch on YouTube If you quite fancied the idea of Unpacking, but thought it had far too much 'taking stuff out of things' for its own good, you might enjoy Ramage Games' One Move Away, which is basically the inverse experience. Here, you play as three different characters, starting with a young girl in the 1980s, gradually learning more about them as you pack their belongings away ready for another chapter in their intertwining lives. All this plays out in first-person across 20 levels, and if that takes your fancy, a Steam demo's out now ahead of a full launch on PS5, Xbox Series X/S, and PC. Heidi's Legacy: Mountains Calling Heidi's Legacy trailer.Watch on YouTube As you've probably already guessed, Heidi's Legacy: Mountains Calling takes inspiration from the classic children's stories. Which is why it's something of a surprise to learn its protagonist is called Adèle. Regardless, this is a game of grumpy old men, goat management, and alpine wandering, where you'll explore the beautiful countryside with your bleating pals, foraging for herbs, mushrooms, and more in a bid to help the nearby village. You can unlock abilities that open up more of the world, and chat to the locals in branching conversations'll that impact their lives. And as for those goats, they can provide milk, cheese, and wool. "Will you embrace slow living," asks developer Humble Reeds, "or push for bolder change?". Heidi's Legacy is coming to PC "soon". Hotel Galatic Hotel Galatic trailer.Watch on YouTube In Hotel Galactic, you're responsible for the running of a modular hotel on a strange cosmic island, which you'll customise and optimise in order to provide guests with the perfect stay. There are resources to manage, a workforce to build, and more, as you cater to the demands of your ever-growing colony, all with assistance from your ghostly Grandpa Gustav. There's a bit more to it than that, though, and the whole thing's framed by a tale of love and vengeance that's conveyed through some lovely anime-inspired art and animation. Hotel Galactic launches into Steam early access on 24th July, with consoles to follow, and a demo's available now. Out and About Out and About trailer.Watch on YouTube If it's serene forest meandering you're after, then look no further than Yaldi Games' Out and About. It's a "cosy foraging adventure" focused on exploring nature and identifying real-life plants and fungi. You'll cook recipes, make herbal remedies, and help rebuild your community after a devastating storm, all while hopefully learning a bit of botanical knowledge you can take out into the real-world. Out and About looks to be aiming for a 2025 release on PC, with a console launch to follow. And if it's piqued your curiosity, you can test out a Steam demo now. Discounty Discounty trailer.Watch on YouTube Forget the farm life; how about managing your own discount supermarket in a small harbour town? That's the premise of Discounty from Crinkle Cut Games, which sees you designing and organising your shop, managing stock levels, working the checkout, and striking trade deals. You'll make friends, navigate local drama, and expand your empire, but that doesn't mean you have to play nice. After all, can you really become filthy rich without making a few lifelong enemies along the way? Discounty launches for Switch, PlayStation, Xbox, and PC on 21st August and, yup, a demo's available now on Steam. Islanders: New Shores Islanders: New Shores trailer.Watch on YouTube We're big fans of developer GrizzlyGames' minimalist city builder Islanders around these parts, so news publisher Coatsink was developing a sequel earlier this year came as a pleasant surprise. It is, if you're unfamiliar, a game about attempting to squeeze as much onto a procedurally generated island as possible, maximising building synergies and minimising penalties to get the highest score. New Shores sounds like a gentle finessing of the formula, rather than a radical reinvention - it's got a sandbox mode as well as a high score mode now, alongside new power-ups called "boons" - but that's okay. The big news is it now has a release date and is coming to Switch, PlayStation, Xbox, and Steam on 10th July. Collector's Cove Collector's Cove trailer.Watch on YouTube VoodooDuck's Collector's Cove might be yet another farming game, but it does at least have a unique twist. For starters, your farm is on a boat endlessly sailing the oceans AND it's powered by an adorable sea monster who you'll need to forge a bond with. As you set out on a tranquil adventure across the water, you'll farm, fish, craft, and personalise your surroundings, sometimes stopping off at passing islands to catalogue their unique flora. Collector's Cove doesn't have a release date yet, but it's coming to PC and a Steam demo's available now. Town to City Town to City trailer.Watch on YouTube Fans of minimalist railway game Station to Station might want to pay attention here. Town to City is developer Galaxy Grove's follow-up to that earlier puzzler, sporting a similar voxel art aesthetic and vibe. This time around, you're charged with building quaint picturesque towns by placing shops, houses, amenities, decorations, and more - all in a bid to please your residents and encourage more to move in. Eventually, you'll have multiple towns under your care, helping the whole region grow and thrive. Town to City doesn't have a release date yet, but you can play a demo on Steam. Fishbowl Fishbowl trailer.Watch on YouTube And finally for the big, non-montage reveals, it's Fishbowl, a coming-of-age tale told over the course of a month. Developer imissmyfriends.studio describes it as a "warm and cozy story about living in isolation, nurturing friendships and understanding grief", and it's all focused on 21-year-old video editor Alo as she works from home while mourning her grandmother. As the days tick by, you'll video call loved ones, work to assemble videos, do care tasks, and solve puzzles to unpack your grandmother's belongings - recovering childhood memories as you do. There's no release date for Fishbowl yet, but it's coming to PS5 and Steam.

Ahead of the TechEx North America event on June 4-5, we’ve been lucky enough to speak to Kieran Norton, Deloitte’s US Cyber AI & Automation leader, who will be one of the speakers at the conference on June 4th. Kieran’s 25+ years in the sector mean that as well as speaking authoritatively on all matters cybersecurity, his most recent roles include advising Deloitte clients on many issues around cybersecurity when using AI in business applications.The majority of organisations have in place at least the bare minimum of cybersecurity, and thankfully, in most cases, operate a decently comprehensive raft of cybersecurity measures that cover off communications, data storage, and perimeter defences.However, in the last couple of years, AI has changed the picture, both in terms of how companies can leverage the technology internally, and in how AI is used in cybersecurity – in advanced detection, and in the new ways the tech is used by bad actors.As a Considered a relatively new area, AI, smart automation, data governance and security all inhabit a niche at present. But given the growing presence of AI in the enterprise, those niches are set to become mainstream issues: problems, solutions, and advice that will need to be observed in every organisation, sooner rather than later.Governance and riskIntegrating AI into business processes isn’t solely about the technology and methods for its deployment. Internal processes will need to change to make best use of AI, and to better protect the business that’s using AI daily. Kieran draws a parallel to earlier changes made necessary by new technologies: “I would correlate [AI] with cloud adoption where it was a fairly significant shift. People understood the advantages of it and were moving in that direction, although sometimes it took them more time than others to get there.”Those changes mean casting the net wide, to encompass the update of governance frameworks, establishing secure architectures, even leveraging a new generation of specialists to ensure AI and the data associated with it are used safely and responsibly. Companies actively using AI have to detect and correct bias, test for hallucinations, impose guardrails, manage where, and by whom AI is used, and more. As Kieran puts it: “You probably weren’t doing a lot of testing for hallucination, bias, toxicity, data poisoning, model vulnerabilities, etc. That now has to be part of your process.”These are big subjects, and for the fuller picture, we advocate that readers attend the two talks at TechEx North America that Kieran’s to give. He’ll be exploring both sides of the AI coin – issues around AI deployment for the business, and the methods that companies can implement to deter and detect the new breed of AI-powered malware and attack vectors.The right use-casesKieran advocates that companies start with smaller, lower-risk AI implementations. While some of the first sightings of AI ‘in the wild’ have been chatbots, he was quick to differentiate between a chatbot that can intelligently answer questions from customers, and agents, which can take action by means of triggering interactions with the apps and services the business operates. “So there’s a delineation […] chatbots have been one of the primary starting places […] As we get into agents and agentic, that changes the picture. It also changes the complexity and risk profile.”Customer-facing agentic AI instances are indubitably higher risk, as a misstep can have  significant effects on a brand. “That’s a higher risk scenario. Particularly if the agent is executing financial transactions or making determinations based on healthcare coverage […] that’s not the first use case you want to try.”“If you plug 5, 6, 10, 50, a hundred agents together, you’re getting into a network of agency […] the interactions become quite complex and present different issues,” he said.In some ways, the issues around automation and system-to-system interfaces have been around for close on a decade. Data silos and RPA (robotic process automation) challenges are the hurdles enterprises have been trying to jump for several years. “You still have to know where your data is, know what data you have, have access to it […] The fundamentals are still true.”In the AI era, fundamental questions about infrastructure, data visibility, security, and sovereignty are arguably more relevant. Any discussions about AI tend to circle around the same issues, which throws into relief Kieran’s statements that a conversation about AI in the enterprise has to be wide-reaching and concern many of the operational and infrastructural underpinnings of the enterprise.Kieran therefore emphasises the importance of practicality, and a grounded assessment of need and ability as needing careful examination before AI can gain a foothold. “If you understand the use case […] you should have a pretty good idea of the ROI […] and therefore whether or not it’s worth the pain and suffering to go through building it.”At Deloitte, AI is being put to use where there is a clear use case with a measurable return: in the initial triage-ing of SOC tickets. Here the AI acts as a Level I incident analysis engine. “We know how many tickets get generated a day […] if we can take 60 to 80% of the time out of the triage process, then that has a significant impact.” Given the technology’s nascence, demarcating a specific area of operations where AI can be used acts as both prototype and proof of effectiveness. The AI is not customer-facing, and there are highly-qualified experts in their fields who can check and oversee the AI’s deliberations.ConclusionKieran’s message for business professionals investigating AI uses for their organisations was not to build an AI risk assessment and management programme from scratch. Instead, companies should evolve existing systems, have a clear understanding of each use-case, and avoid the trap of building for theoretical value.“You shouldn’t create another programme just for AI security on top of what you’re already doing […] you should be modernising your programme to address the nuances associated with AI workloads.” Success in AI starts with clear, realistic goals built on solid foundations.You can read more about TechEx North America here and sign up to attend. Visit the Deloitte team at booth #153 and drop in on its sessions on June 4: ‘Securing the AI Stack’ on the AI & Big Data stage from 9:20am-9:50am, and ‘Leveraging AI in Cybersecurity for business transformation’ on the Cybersecurity stage, 10:20am – 10:50am.Learn more about Deloitte’s solutions and service offerings for AI in business and cybersecurity or email the team at uscyberai@deloitte.com.(Image source: “Symposium Cisco Ecole Polytechnique 9-10 April 2018 Artificial Intelligence & Cybersecurity” by Ecole polytechnique / Paris / France is licensed under CC BY-SA 2.0.)