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Odds on: Unlocking the potential of AI for esports betting

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Jordan Peltier, Chief Data Officer at PandaScore, says that humans and machines must work together if businesses are to maximise the potential of AI when it comes to esports betting odds.

Artificial intelligence has been one of the most discussed industry topics over the past 12 months and it’s easy to see why. AI can be transformative for operators, suppliers and bettors, and while there are concerns around adversarial AI, when used in the right way, it’s a game-changer.

At PandaScore, AI plays a crucial role in the odds we deliver esports betting operators. This is because it is incredibly effective at handling complex, high-dimensional and unstructured data and finding patterns within it – these patterns are needed to predict the outcome of events.

This, of course, is the foundation needed for determining the odds for each market that we offer. But the power of AI goes beyond this.

It can adapt dynamically to new data which is just not possible with old statistical models like parametric distributions as they struggle to capture the non-linear relationship between variables so require additional manual engineering which takes time and resource.

But does this mean the AI machine is taking over from human trading teams? Absolutely not.

Leveraging the capabilities of AI and combining it with specialist human traders is the optimal approach because you have models that can capture the complexity of esports supported by human traders with a deep understanding of each discipline.

Odds should always be based on true probabilities and while there have been significant breakthroughs in AI – I’m talking about transformer-based models such as Large Language Models – it is still prone to making errors, especially when it comes to forecasting.

Let me explain by way of percentages. AI alone can get you 90% of the way to determining the true probability of an outcome but you need the human specialist trader to get you the final 10% of the way to perfection. And perfection is a must when it comes to odds.

Ultimately, this is what allows operators to offer high-value odds to their customers while ensuring a strong and stable margin from their esportsbook. What’s more, it only takes one small error for sharp, savvy bettors to exploit a mistake and that’s not what operators expect from their data partners.

It must be remembered that AI models are only as good as the data they feed from and still require training. Human traders help in this regard, providing a layer of security for core actions like settlement and odds checking when the model goes off market.

In some instances, the trader will have access to data the model doesn’t see of wasn’t trained on – things like a last-minute change to the player roster.

This is why our human traders are responsible for picking the tournament and market coverage that will most appeal to our operator partners, and our traders are on hand 24/7/365 to support operators in their efforts to offer a top esports betting experience to their players.

The training of AI models is crucial and again sees our trading and data science teams work together during the entire lifecycle of each AI model we build from designing the model to testing and interacting with models in production to ensure they are performing.

This is a virtuous cycle with our data scientists training the most optimal models that prove to be the easiest for our traders to manipulate. Traders also give a ton of deep and detailed feedback which our data scientists can use to improve the models.

The idea here is that the trading team has little input once the model is rolled out and often only make one input per match with the AI model then calculating all of the odds and markets. This ultimate is what powers our BetBuilder and PropBet products.

Having specialist traders for each esports discipline is also important. Each video game is like its own sport and while there are some similarities between some titles, the differences have an impact on the markets and odds offered and that’s exactly why specialist traders are a must.

Take shooter-round based game like CS2 and Valorant and MOBA games like Dota2 and LoL. With the former, there’s a lot of repetition in the gameplay which takes place round after round. This means betting markets are focus on rounds and kills for teams and players.

With MOBA games, there are objectives within the game that have a direct influence on who wins the match – things like kills, towers, nashors, inhibitors and dragons. This is complex – and doesn’t exist in traditional sports betting – and is why pricing teams must master in-game dynamics.

Again, this is something that AI can’t do on its own right now.

AI is a key pillar of our business, and we are incredibly proud of how we have used it in collaboration with our data scientists and traders to create models that deliver top odds for our operator partners and their players.

But working with AI is all about staying ahead of the game and our work is never done. This is why we continue to test, iterate, innovate and do all we can top perfect our models. This would not be possible without our incredible team which stands as a testament as to how machines and humans can work together in harmony.

The post Odds on: Unlocking the potential of AI for esports betting appeared first on European Gaming Industry News.

George Miller (Gyorgy Molnar) started his career in content marketing and has started working as an Editor/Content Manager for our company in 2016. George has acquired many experiences when it comes to interviews and newsworthy content becoming Head of Content in 2017. He is responsible for the news being shared on multiple websites that are part of the European Gaming Media Network.

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Nagoshi Studio Unveils GANG OF DRAGON, a New Action-Adventure Game from Director Toshihiro Nagoshi

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Tokyo, Japan. December 12th, 2025-Led by Toshihiro Nagoshi, Nagoshi Studio unveiled the first teaser trailer for its upcoming title GANG OF DRAGON at The Game Awards 2025, held on Thursday, December 11 in Los Angeles.
Teaser Trailer: youtu.be/KX2pzle9dkE?si=r591Kz3ZbPfdCzMH
Steam page: store.steampowered.com/app/4146000/

GANG OF DRAGON

 is a new action-adventure game set in Kabukicho, Shinjuku, Tokyo’s iconic nightlife district. Protagonist Shin Ji-seong is a high-ranking member of a Korean crime syndicate, and is portrayed by celebrated Korean actor Ma Dong-seok (Don Lee).

Players will engage in visceral hand-to-hand combat showcasing Shin’s overwhelming physical strength, while also wielding swords, firearms, and unleashing a wide range of combat techniques. Additionally, players can race through the vibrant streets of Shinjuku, experiencing exhilarating high-speed car chases. Lastly, the game’s scenario and overall direction are led by Toshihiro Nagoshi, who is widely recognized for his emotionally rich, character-driven storytelling.

This new story will engage players in an exciting way and showcase increadible graphics for an action packed adventure. Viewers of The Game Awards were the first to get a look at the new footage!

“I’m both relieved and deeply focused as we finally reach the day to unveil GANG OF DRAGON. This project depicts, with unwavering honesty, the lives of outlaws who inhabit the real streets of Kabukicho. Through gameplay, my team and I are committed to delivering a powerful new human drama born from this world. What is shown in this teaser represents only a small part of what G.O.D. truly has in store, and we look forward to sharing much more with you in the future.” Said Toshihiro Nagoshi.

About Toshihiro Nagoshi

Toshihiro Nagoshi is a veteran game creator and President of Nagoshi Studio. Since joining SEGA in 1989, he has worked on many titles including Daytona USA. In 2005, he launched the Yakuza (Like a Dragon) series, serving as General Director for the mainline entries up through Yakuza: Like a Dragon. He founded Nagoshi Studio in 2021 and now leads the development of GANG OF DRAGON.

The post Nagoshi Studio Unveils GANG OF DRAGON, a New Action-Adventure Game from Director Toshihiro Nagoshi appeared first on Gaming and Gambling Industry Newsroom.

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Blask & Gamblers Connect Enter A New Media Partnership

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Gamblers Connect, the award-winning iGaming affiliate and media platform, is proud to announce a new media partnership with Blask, a leading AI-powered analytics ecosystem dedicated to the iGaming industry.

This collaboration marks a pivotal step in the company’s mission to provide the most accurate, transparent, and data-backed content. Under the terms of this agreement, Blask will provide Gamblers Connect with complete access to its cutting-edge market intelligence platform.

This suite includes the Blask Index and real-time data tracking across more than 100 jurisdictions, allowing for granular analysis of market dynamics, brand performance, and player behaviour. By integrating these professional-grade tools into the editorial process, Gamblers Connect will elevate the depth and precision of its industry reporting.

The cornerstone of this partnership is a commitment to sharing knowledge with the wider iGaming community. Gamblers Connect will produce four exclusive case studies throughout 2026. Released once per quarter, these comprehensive reports will utilise Blask’s advanced analytics to uncover emerging trends, benchmark operator performance, and provide actionable insights for industry stakeholders.

This alliance represents a shared vision for a more transparent iGaming sector. By combining Blask’s technological prowess with Gamblers Connect’s editorial expertise, the aim is to set a new standard for data-driven journalism.

Max Tesla, Blask CEO, commented: “Partnering with Gamblers Connect is a natural step for Blask. We are building an ecosystem of transparent analytics that empowers the industry, and GC is one of the few media partners that truly values data and knows how to work with it. I’m confident this collaboration will strengthen both sides and deliver more accurate, trustworthy, and insight-driven content to the iGaming community.”

Gjorgje Ristikj, Founder & CEO at Gamblers Connect, added: “Partnering with Blask allows us to combine their strong analytical framework with our media expertise. It’s a collaboration grounded in trust and mutual respect, with the shared goal of delivering meaningful and measurable results to the industry.”

The post Blask & Gamblers Connect Enter A New Media Partnership appeared first on Gaming and Gambling Industry Newsroom.

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Law enforcement officers from Kazakhstan eliminated the organized financial criminal group organized by Vadim Gordievsky, Larisa Ivchenko, and Alyona Suvorova from Ukraine

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The law enforcement agencies of Kazakhstan have effectively eliminated the organized criminal group created by Vadim Gordievsky from Ukraine and his accomplices, Larisa Ivchenko and Alyona Suvorova. Even though the law enforcement agencies managed to block accounts and payments of the Marginplus Company, key employees and management are still hiding.

According to the media, just a few days ago, the Financial Monitoring Agency of the Republic of Kazakhstan revealed a large-scale shady scheme of cross-border transfers that involved numerous payment organizations and providers. The funds were disguised as legal transactions and withdrawn to the accounts of online casinos. The total volume of illegal transactions exceeded more than $1 billion.

According to law enforcement authorities in the Republic of Kazakhstan, the key organizer of the miscoding scheme, which involved bookmakers, online casinos, payment organizations, and bank employees, is Vadim Ivanovich Gordievsky from Ukraine, who was born in 1974. He was the leader of the organized criminal group and used the local Marginplus Company for these purposes (official website: marginplus.kz). In addition to companies from Kazakhstan, Gordievsky also worked with illegal Russian online casinos while helping them to facilitate illegal payments.

According to new information from law enforcement agencies in the Republic of Kazakhstan, banks and bookmakers, including the local PIN-UP bookmaker, have already terminated all cooperation with Gordievsky’s Marginplus company.

According to informburo.kz, the local licensed Pin-Up.Kz bookmaker (legal entity: Bonami LLP) declares that it has nothing to do with transactions carried out by individual payment organizations. Judicial and criminal proceedings have already been initiated against these structures, and the company itself is fully cooperating with law enforcement agencies to establish all the circumstances and identify fraudulent, shady schemes.

According to unofficial information, the Pin-Up management provided the law enforcement agencies of the Republic of Kazakhstan with all the data related to the Marginplus company belonging to Vadim Gordievsky.

As of today, all financial activities of Marginplus have been paralyzed. In addition, large amounts of money have been blocked in its bank accounts. This money should have been paid to partners, contractors, and providers, including the local Parimatch betting company. Ordinary employees of Vadim Gordievsky’s company are already looking for new work while its management, including Larisa Vladimirovna Ivchenko (listed as the head of Gordievsky’s FC Alta Capital from Ukraine), is still hiding. Alyona (Elena) Suvorova has already closed and renamed her social media profiles a few days ago. In addition, she does not respond to messages and is trying to evade responsibility.

We would like to remind the audience that Alyona Suvorova positions herself “as an entrepreneur, investor, and a crypto trader with 5+ years of experience.” According to Suvorova herself, she has been developing payment technologies in the field of FinTech for 10 years. In 2021, she opened her own business for international crypto transfers. In addition, she is the founder of the Lemoncoin Crypto Academy.

According to investigators, Gordievsky’s partner, Mikhail Kovalev (Mykhaylo Kovalov), who is a citizen of both Ukraine and Israel, as well as an owner of a number of companies in the EU, in particular, in Poland, and who has a residence permit in Spain, was closely working with Gordievsky. By using the STABLEX SOLUTION Sp. z o. o fictitious company (official website: solvexs.pl) in Poland, he was engaged in illegal payments and withdrawal of cryptocurrencies into fiat money.

At the same time, as the source notes, the mentioned management and the people involved in the money laundering of Marginplus Company will be added to the wanted list of Interpol in the nearest future. The National Security Committee of the Republic of Kazakhstan has also announced that it’s going to closely monitor this case. According to local laws, participants of this shady scheme face up to nine years in prison. Information on Vadim Gordievsky’s companies and connections in other countries is also being checked.

After the initiation of criminal cases for financial crimes, fraud, and the announcement of his wanted list by the Ministry of Internal Affairs, Vadim Gordievsky left Ukraine on forged documents. Before diving into the world of financial fraud, he was involved in land and property issues in the Kyiv region. As of today, numerous criminal cases have been initiated.

The post Law enforcement officers from Kazakhstan eliminated the organized financial criminal group organized by Vadim Gordievsky, Larisa Ivchenko, and Alyona Suvorova from Ukraine appeared first on Gaming and Gambling Industry Newsroom.

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