Moveworks’ $100M ARR Milestone, PolyAI’s Series C Success, and Viz.ai’s Expansion into Lung Disease Detection

Welcome back to our fourth edition of the Global AI Start-Up Round-Up, where we highlight the best and brightest AI companies helping to push the envelope of the industry forward! This time, we’re exploring employee support platforms, voice AI solutions, and powerful healthcare diagnostics. So let’s dive right into these companies and and see how they’re breaking new ground.

1/1 Moveworks: Intelligent Employee Support Platform Exceeds $100 Million ARR and Unveils Enterprise Search Solution

About the Startup

Founded way back in 2016, Moveworks has been slowly changing the way enterprises handle employee support. By mixing cutting-edge natural language understanding (NLU), probabilistic machine learning, and automation, Moveworks’ AI-driven platform is designed to seamlessly resolve IT, HR, and facilities-related requests. The company integrates with existing enterprise software tools such as Slack, Microsoft Teams, and ServiceNow, making support more intuitive and efficient for employees. Moveworks already serves major corporations like Autodesk and Broadcom, supporting millions of employees worldwide.

What’s New

In September, Moveworks smashed a major corporate milestone by surpassing $100 million in annual recurring revenue (ARR), becoming the first AI application startup to reach Centaur status. This significant growth is fueled by a rapidly expanding customer base, which has doubled in the past two years and now includes 10% of Fortune 500 companies. In October, Moveworks introduced its latest innovation: the Enterprise Search feature. This generative AI-powered search tool addresses common workplace inefficiencies by providing employees with precise and actionable information, even across fragmented data sources, to enhance overall productivity.

Market Insights and Implications

Moveworks’ success reflects a growing enterprise trend toward digital transformation and AI adoption. As companies seek to streamline their operations and elevate employee satisfaction, Moveworks’ all-in-one solution offers a compelling value proposition. Professionals interested in IT service management, NLP research, or workplace automation can find unique career opportunities at this fast-growing company.

2/2 PolyAI: Conversational Voice AI Leader Secures $50 Million in Series C Funding and Partners with AWS

About the Startup

PolyAI — founded in London in 2017 — is spearheading the creation of AI voice systems that provide seamless, human-like interactions for customer service. Using a combo of deep learning and in-house technologies, PolyAI aims to provide voice assistants capable of understanding and responding naturally and realistically (even in noisy environments or when speaking to those with diverse accents). The company’s technology is already used by major global brands in the hospitality, banking, and telecom industries, ushering in a new era of how businesses communicate with their customers.

What’s New

Earlier this year, PolyAI raised a cool $50 million in a Series C funding round, increasing its total funding to over $120 million and boosting its valuation significantly. This funding round attracted prestigious investors, including Hedosophia, Nvidia’s NVentures, and Zendesk. The funds will accelerate product development and global expansion. In August, PolyAI announced a strategic collaboration with AWS to enhance the scalability and reach of its voice AI technology. By leveraging AWS infrastructure, PolyAI can offer even more comprehensive solutions to enterprise clients, making their conversational AI systems more secure, reliable, and capable of handling high-demand situations.

Market Insights and Implications

With customer expectations evolving, there is a parallel high demand for advanced, AI-driven customer service solutions that are both efficient and engaging. PolyAI’s offerings cater directly to this demand, providing scalable solutions that improve customer satisfaction and reduce operational costs. This growth is significant for those interested in working in voice AI development, cloud infrastructure integration, or customer service technology, as PolyAI continues to lead in this space.

3/3 Viz.ai: Healthcare AI Pioneer Expands to Lung Disease Detection and Partners with Leading Medical Institutes

About the Startup

Viz.ai was founded in 2016 and is headquartered in San Francisco. Its aim is to improve the medical field by developing intelligent software to enhance disease detection and by extension, care coordination. The company’s tech is already deployed in over 1,500 hospitals, making it a critical and established tool for medical professionals in emergency situations. Viz.ai uses advanced deep learning algorithms to identify conditions like strokes and aortic aneurysms, automatically alerting care teams and helping streamline patient workflows to save lives.

What’s New

In October this year, Viz.ai expanded its reach to include lung disease detection, incorporating sophisticated natural language processing (NLP) to scan electronic health records (EHRs) and identify at-risk patients. This advancement allows for far earlier intervention and better management of lung conditions — a pretty huge win for the company and the medical field in general.

In addition, Viz.ai released head-turning clinical data in September that revealed a 14% increase in the number of stroke patients transferred for life-saving procedures, proving the effectiveness of their technology in improving patient outcomes. The company also announced collaborations with the Addario Lung Cancer Medical Institute and Cleerly, focusing on early detection and care advancements for lung cancer and heart disease.

Market Insights and Implications

Viz.ai’s ongoing innovation is legitimately reshaping how medical emergencies are managed, providing hospitals with advanced tools to make faster, more informed decisions. With healthcare systems under increasing pressure, Viz.ai’s AI solutions are vital for improving patient care. There are a range of opportunities for professionals in healthcare technology, medical AI research, and clinical operations, as the company continues to oversee the intersection of AI and healthcare.

That about wraps it up this fourth edition of the Global AI Start-Up newsletter! Stay tuned for more insights into the world of AI and the groundbreaking companies making a big impact

Shield AI’s Combat-Proven Autonomous Drones in Ukraine, Suno’s AI New Music Partnership, and Flawless AI’s Cutting-Edge Visual Dubbing

Welcome back to our third edition of the Global AI Start-Up Round-Up, where we highlight the most innovative companies shaping the future of AI! This month, we’re exploring generative music, autonomous drones for defence, and AI-driven dubbing for global film localisation. Let’s dive right into these ground-breaking developments and see how these companies are advancing the AI world!

1/3

Suno: Pioneering AI Music Platform Introduces Customisable Personas and Secures Major Celebrity Partnership

About the Startup

A relative newcomer in the AI space, Suno was founded less than a year ago in December 2023, but is already making huge waves. Suno is known for augmenting music creation with its advanced generative AI technology. By enabling users to produce fully composed songs from simple text prompts, Suno is democratising music production and empowering creators of all skill levels by removing the steep learning curve associated with production. From instrumental tracks to vocal pieces, Suno’s platform allows for unprecedented creative expression, sparking interest from both music enthusiasts and industry professionals alike.

What’s New

In October, Suno rolled out an exciting new feature called Personas, allowing users to create and save consistent musical styles and character elements across different tracks. This innovation brings greater depth and personality to AI-generated music, opening doors for projects needing a signature sound or cohesive album experience. Additionally, renowned music producer Timbaland has joined the company as a strategic advisor, giving a vast social boost to the company and signposting their rapidly growing influence in the music and entertainment world.

Market Insights and Implications

Suno’s platform comes at a time when the music industry is quickly evolving, with demand for unique, AI-generated content surging. With a staggering 12 million users already on the platform and significant venture funding ($125 million), Suno is poised to dominate the intersection of music and AI. For professionals, Suno offers opportunities in creative AI, sound engineering, and content licensing, appealing to those passionate about reshaping how music is made and distributed.

2/3

Shield AI: Autonomous Defense Leader Secures Major Operational Milestone in Ukraine and Secures Huge Series F Funding.

About the Startup

Founded back in 2015, over the following 8 years Shield AI has positioned itself as a leader in the development of advanced autonomous systems for national defence. The company’s signature product, the V-BAT drone, provides crucial intelligence, surveillance, and reconnaissance (ISR) capabilities in complex and contested environments. Shield AI’s mission is to protect service members and civilians with cutting-edge AI technology.

What’s New

In early November, Shield AI marked a critical achievement: its drones successfully operated in Ukraine, showcasing resilience against intense electronic warfare and earning a major request for over 200 units. This real-world success underscores the practical effectiveness of Shield AI’s autonomous technology in real-world conflict zones. Additionally, the company completed an expansion of its Series F funding round, raising an impressive $500 million and securing a valuation of $2.8 billion.

Market Insights and Implications

With increasing geopolitical tensions and rising defence budgets, Shield AI’s technology is more relevant than ever. Its autonomous ISR solutions present a unique investment opportunity in the defence AI space, appealing to governments and private investors alike. For career seekers, Shield AI is at the forefront of defence technology, making it an ideal company for those interested in robotics, machine learning, and global security.

3/3

Flawless AI: Film Dubbing Company Announces Two Major Partnerships and Launches New Editing Tool

About the Startup

Founded in 2018, Flawless AI is changing the film industry with its innovative visual dubbing technology, TrueSync. Using generative AI, TrueSync preserves the original actors’ performances while translating dialogue into different languages, creating a natural viewing experience for global audiences. This technology is a game-changer for content localisation, blending technical brilliance with creative precision, while opening up the doors for international viewership.

What’s New

In late 2024, Flawless AI entered into a strategic partnership with leading localisation firms Deluxe and Pixelogic. This collaboration aims to vastly improve content translation for international markets, enabling seamless dubbing in over 40 languages. Additionally, Flawless AI launched the beta version of DeepEditor, a tool allowing filmmakers to modify actor performances post-shoot, saving time and production costs while maintaining artistic integrity.

Market Insights and Implications

With the echo of the 2020 pandemic still impacting the full resurgence of English-speaking film and TV productions, the global demand for multilingual content has never been higher — and Flawless AI’s solutions are perfectly positioned to meet this need. By enhancing the quality of dubbed content and simplifying the editing process, Flawless AI is becoming a key player in entertainment technology. The company’s advances offer exciting prospects for film professionals, from editors and localisation experts to AI researchers passionate about transforming how stories are shared worldwide.

That wraps up this third edition of the Global AI Start-Up Round-Up newsletter! Stay tuned for more insights into the world of AI and the groundbreaking companies making a big impact.

Welcome back to our second edition of the Global AI Start-Up Newsletter where we spotlight the most exciting companies in AI! This month, we have groundbreaking developments in ultra-low-power AI chips to lifelike AI video production, as well as much-needed ethical vetting for online content. So let’s jump straight in and see what these innovative companies are bringing to the table to help push the industry forward:

1/3

Syntiant: Expands Edge AI with MEMS Microphone Division Acquisition for Audio Integration

About the Startup

Originally founded back in 2017, Syntiant has been taking its time to perfect its contribution to the sector — namely by creating ultra-low-power AI chips designed for battery-operated devices, such as wearables, earbuds, and hearing aids. These specialised chips empower small devices to perform complex AI-driven tasks efficiently without draining battery life — a crucial advancement for the edge AI landscape. Syntiant’s technology makes it possible to run real-time AI on devices previously limited by power constraints, making the company an absolute game-changer in the sector.

What’s New

In September this year, Syntiant further expanded its capabilities with a bold acquisition of the consumer MEMS microphone division of Knowles Corporation for a cool $150 million. This acquisition allows Syntiant to integrate advanced audio solutions, enhancing its edge-processing technology for next-generation smart devices. Additionally, Syntiant’s latest release — the NDP250 Neural Decision Processor — boasts five times the processing power of previous models, elevating its capacity for real-time, low-power AI applications and reinforcing its leadership in the edge AI field.

Market Insights and Implications

Syntiant’s deft move into voice and audio processing is a smart one given the surge in demand for efficient, low-latency AI solutions across physical products that tap into the internet of things (IoT). Its focus on specialised, low-power AI gives it a huge competitive advantage, making it a promising investment in the expanding edge AI market. For professionals, Syntiant offers exciting opportunities in AI hardware development and edge computing, supported by a leadership team dedicated to innovation and a rapidly growing portfolio of intellectual property.

2/3

Synthesia: Pioneering AI Video Company Releases Most Realistic Avatar Models Yet

About the Startup

Also founded in 2017, Synthesia has been transforming video content creation through advanced AI technology. Its platform enables users to create realistic, synthetic videos simply by typing text, making high-quality video production accessible and efficient. For businesses, Synthesia’s tools streamline content creation, removing the need for large production teams, and enabling everything from training videos to customer communications in minutes.

What’s New

Earlier this year, Synthesia made waves with the release of its Expressive Avatars, a major update powered by the EXPRESS-1 model, enabling avatars to exhibit dynamic facial expressions, gestures, and subtle emotional cues. This enhancement allows for extremely lifelike avatars that can mimic natural speech patterns and emotional nuances, unlocking fresh opportunities in interactive e-learning, personalised training, and customer service. This update has sparked excitement across digital marketing and education sectors, highlighting Synthesia’s commitment to advancing AI-driven video. (It is important to note that it has also sparked some concern due to its potential deepfake application, but that is more a factor of insufficient legislation than it is of innovation).

If that wasn’t enough, in September 2024, Synthesia raised a cool $90 million in a Series C funding round, further solidifying its place in the AI video production space.

Market Insights and Implications

Synthesia’s accessible video creation tools have cemented its position as a leader in AI-driven visual content. By making sophisticated video production tools available to businesses of all sizes, Synthesia appeals to a broad range of industries. For job seekers, Synthesia presents an ideal environment at the intersection of tech and digital media. The latest advancements signal growth potential in customisable advertising and training, making the company an appealing prospect for professionals passionate about creative AI.

3/3

Unitary: Online Content Vetting Company Voted Most Disruptive UK AI Company of 2024

About the Startup

Founded in 2019, Unitary is a fast-growing UK startup on a mission to make the internet a safer place. Utilising advanced AI and machine learning, Unitary’s platform analyses vast amounts of online content across images, video, and text to detect potentially harmful or deeply offensive material. Its advanced systems examine not just visuals but the context within which they appear. For example, Unitary’s AI can differentiate between sensitive medical imagery and inappropriate content, providing an essential solution for platforms struggling with moderation at scale. This technology meets an urgent need for digital safety at a pivotal moment, offering a human-like understanding that is transforming online content moderation.

What’s New

Unitary was recently named the most disruptive UK startup of 2024 by the Startups 100 index. Recognised for its innovative approach, Unitary has scaled to handle a staggering three billion images per day, with the ability to process 25,000 video frames per second. This impressive capability supports compliance with new regulations such as the UK Online Safety Bill and the EU Digital Services Act. Unitary also secured €14.3 million in Series A funding led by Creandum, accelerating its global expansion and advancing multilingual content moderation for international markets​

Market Insights and Implications

Unitary’s approach has come at a critical moment, as platforms face increasing (and justified) pressure to protect users and maintain brand safety. This startup’s AI-driven content moderation offers a scalable solution that protects users while freeing human moderators from exposure to harmful content. For investors, Unitary presents a high-growth opportunity within the ethical AI and safety technology sectors. For professionals, the company is an excellent career choice — especially for those passionate about AI applications in security and ethics. With its emphasis on safe, scalable AI moderation, Unitary is well-positioned to shape the future of responsible online content​.

That wraps up this second edition of the Global AI Start-Up Newsletter! Stay tuned for more insights into the world of AI and the groundbreaking startups making an impact. Keep an eye out for our next newsletter, where we’ll continue exploring the most innovative and impactful AI companies!

Introduction

Around the world there are dozens of vast buildings that hum relentlessly — day and night. From the outside they look pretty unremarkable, just nondescript warehouses surrounded by security fences and security personnel. But inside buildings like these, there are thousands of servers tirelessly processing data, spinning the artificial intelligence web that has become intertwined with our daily lives.

These buildings are data centres, the beating heart of powerful AI technology models like OpenAI’s ChatGPT and Google’s Gemini. While this type of technology is quickly blowing away the internet as the most important advancement of the modern age, offering unprecedented convenience and capabilities, they come with a hefty, often invisible, environmental price tag.

Thirsty Machines

Generating just 100 words using advanced AI models like GPT-4 can consume the equivalent of three bottles of water

Typing a simple query into an AI chatbot might seem inconsequential, yet as an article by Tom’s Hardware points out, generating just 100 words using advanced AI models like GPT-4 can consume the equivalent of three bottles of water. (For those scratching their heads with the connection, water is used to cool the servers in data centres, preventing them from overheating as they handle massive computational loads).

This concerning number only grows worse if you factor in development; training a single large AI model such as Chatgpt-3 uses over 700,000 litres of water — which is enough to fill over 4,600 household bathtubs. This number becomes even more alarming when you consider that with hundreds of tech companies and research institutions worldwide racing to advance AI capabilities, hundreds of large models are being trained continually. The total number then amounts to tens of millions of litres of water used each year solely for AI training — a volume comparable to the annual water consumption of thousands of households, (not including the amount needed to refine said models and actual usage). This cumulative consumption intensifies the competition for water resources, especially in regions already facing scarcity; local communities are finding themselves competing with these digital giants for a resource that’s fundamental to life, underscoring the urgent need for more sustainable AI practices.

A Crisis of Energy

In 2023 alone, the reported energy consumed by data centres worldwide was roughly 200 terawatt-hours — comparable to the annual electricity consumption of some mid-sized countries.

It’s not just water that is under threat either, as a recent Washington Post article revealed the startling fact that generating the same single 100-word AI response can also consume as much as 0.14 kilowatt-hours of electricity, equal to running 14 LED light bulbs for an hour. Plus the data centres themselves — which run 24/7 — require enormous amounts of actual power to operate their high-performance servers alongside the water needed to cool them. Indeed in 2023 alone, the reported energy consumed by data centres worldwide was roughly 200 terawatt-hours — comparable to the annual electricity consumption of some mid-sized countries. The issue becomes even more pronounced when considering projections; a report by Goldman Sachs predicts that by 2030, the energy demand from new AI data centres will grow by 160%.

This rapid expansion and ever-increasing power demands not only poses a real threat to local communities, but has also raised concerns about the sustainability of AI growth. Experts warn that the energy grid — already under stress from a variety of factors including increased electric vehicle usage and climate change — might not be able to keep up.

Industry Efforts Toward Sustainability

The good news is that there are many ways that a countermeasure can be achieved, with the first being to make AI itself part of the solution. As highlighted in a recent Tech Brew article, AI has the potential to optimise grid operations, manage congestion, and even predict the output of renewable energy sources like wind and solar. For example, it can help balance the grid by rerouting power during peak demand or shifting non-urgent computational tasks to times when renewable energy is more plentiful, giving back some of the energy taken by AI.

Many companies themselves (Including some of the heavy hitters) are also taking steps to mitigate the environmental impact of AI technology. Google has been using its DeepMind AI to improve data centre efficiency, reducing cooling costs by up to 40% and showcasing how AI can lower energy consumption on a large scale. Meanwhile, independent companies are doing their part. Xylem in the UK for example, is employing AI-powered solutions to optimise water infrastructure, reducing water loss and improving distribution efficiency.

Research institutions are doing their part too. MIT’s Lincoln Laboratory has developed techniques like power-capping and early stopping during training, which can cut energy use by up to 80%. They have also created a tool to match AI models with the most suitable hardware, reducing energy consumption during inference by 10–20%. Additionally, research at Harvard is exploring methods like “mixture of experts,” which activates only necessary parts of large models, further reducing the resources needed for training. The bad news is that whilst these efforts are commendable and a great start, by themselves they aren’t likely to be enough to offset the mounting issues, and a more fundamental change is required to make a true difference.

The Decentralised AI Solution

Thankfully, there is an option that has the power to drastically reduce AI’s environmental footprint: the adoption of decentralised AI platforms. Traditional AI relies on these aforementioned massive, centralised data centres to process and store vast amounts of data — in contrast decentralised AI distributes these tasks across a network of smaller, geographically dispersed nodes. This model not only reduces the need for large, power-hungry facilities but also makes better use of existing resources.

NetMind.AI is one of the pioneers in this emerging space, offering a decentralised AI platform that leverages idle GPU resources from all around the world. By tapping into underutilised computing power, NetMind.AI’s platform reduces the need for new data centres and, consequently, the energy and water required to cool them. Additionally, because decentralised AI can operate closer to the data source, it cuts down on the energy costs associated with data transfer and storage. An added bonus is that those supplying the computational power the companies training AI on can earn NMT tokens, which can be exchanged for fiat money, creating a lucrative earning opportunity.

As decentralised platforms become more frequent, it is possible that they could be integrated with renewable energy sources. For example by distributing AI workloads to GPUs located in areas with abundant solar or wind power, they can significantly reduce the carbon footprint of AI operations in general. This flexible, location-independent model optimises energy use as well as creates a sustainable path forward as AI continues to grow in both usage and demand.

Welcome to the Weekly Global AI Start-up Round-up!

We’re really excited to share the latest news from some of the most exciting global AI startups around. This is a non-profit publication and its aim is simple: to support these innovative companies by helping to spread the word, and in turn, boost employment and growth within the AI industry.

So let’s check out the first startups we’ve been keeping an eye on!

1/3

Inworld AI: AI-based character engine Company Secures Another $50 million raise and showcases its latest lifelike NPC tech at COMPUTEX

About the Startup:

Founded in 2021, Inworld AI enhances virtual worlds by creating AI-driven non-playable characters. Their technology enables developers to build NPCs that engage in human-like conversations, show emotions, and showcase lifelike movements in real-time.

What’s New:

Inworld AI is now one of the highest valued AI companies at half a billion dollars, and recently raised another $50 million to scale its character engine, which allows developers to create highly interactive NPCs using multimodal AI. Also, earlier this year, Inworld AI showcased its Covert Protocol demo with NVIDIA at COMPUTEX, leveraging NVIDIA’s Avatar Cloud Engine (ACE) to create AI agents that respond dynamically to player actions with adaptive behaviours.

Market Insights and Implications:

Inworld AI pushes NPC capabilities by making them autonomous and responsive to players and environments. Plus with NVIDIA’s tools like Riva and Audio2Face for speech recognition and facial animations, Inworld ensures seamless, low-latency gameplay. By extension this technology enhances unique engagement and replayability, offering developers a toolkit for creating truly lifelike game worlds.

The demand for immersive experiences — especially in gaming, metaverse and VR — makes Inworld AI very attractive to investors and a great sector to seek employment, especially for those with a passion for video gaming. Their forward-thinking approach also positions them as leaders in the fast-growing digital character integration market.

2/3

Pika: Latest Version of Company’s Supercharged AI Video Creation Model Allows Far more Nuanced Control

About the Startup:

Pika, founded in 2023, is changing the way we create videos by offering an AI-powered platform that allows users to generate high-quality videos from text prompts. Its tools make 3D animations, cinematic effects, and creative visuals accessible to anyone, even without video editing skills.

What’s New:

In October 2024, Pika rolled out Pika 1.5, a significant upgrade that introduces enhanced realism and advanced features like Pikaffects, which allow users to manipulate objects in videos by inflating, crushing, melting, and more. The new version also offers cinematic camera controls, such as Bullet Time and Crane Down, enabling more dynamic and professional-looking videos.

Market Insights and Implications:

With Pika 1.5, creators and businesses can produce visually stunning videos with minimal effort, making the platform highly attractive in the content creation and digital marketing space. The ease of creating realistic and engaging videos has drawn over 500,000 users, while the ability to generate longer clips and apply complex effects positions Pika as a leader in AI-driven video production. This update reflects growing demand for AI solutions that simplify creative tasks, making Pika both an appealing investment and career opportunity in the ever-expanding digital content market.

3/3

Charm Therapeutics: AI-Driven Cancer Treatment Discovery Company Raises $50 Million and Appoints Key CBO

About the Startup:

Founded in 2021, Charm Therapeutics applies AI-powered 3D deep learning models to speed up the discovery of new cancer treatments, focusing on high, yet unmet medical needs. Their technology predicts how specific medicines interact with cancer cells, significantly accelerating treatment development.

What’s New:

Charm raised $50 million in late 2022 to expand its AI platform — which hosts the models used to test medicine interactions and discover treatments faster than traditional methods. In September this year, the company appointed Dr. Beverley Carr as Chief Business Officer. With over a decade of experience in business development at Amphista Therapeutics, GSK, and AstraZeneca, Carr’s role is pivotal as Charm looks to leverage its DragonFold end-to-end algorithm, which uses AI for medicine discovery — targeting previously undruggable proteins and leading to potentially breakthrough advancements in cancer treatments.

Market Insights and Implications:

Charm Therapeutics’ use of AI in medicine discovery is improving the pharmaceutical industry by rapidly reducing both the time and cost of bringing new cancer treatments to market. This makes the company particularly attractive to investors focused on AI-driven healthcare solutions, and a great place to pursue a career for those passionate about AI benefiting humanity in tangible ways. The recent appointment of Dr. Beverley Carr as Chief Business Officer further strengthens Charm’s leadership as it scales up, positioning it as a potential leader at the intersection of AI and medicine.

That does it for the October AI Start-up Round-Up! Be sure to keep your eye out for the next newsletter — coming soon!

We explore the groundbreaking potential of OpenAI’s o1 models and Agentic AI, which are helping to usher in a New Golden Age of AI.

Introduction

Unless you’ve been hiding on a desert island over the last week, chances are you’ve heard about OpenAI’s o1-preview and o1-mini models, internally referred to as “Strawberry.” These models, while still in their preview phase, mark a major leap forward in AI’s ability to process and reason through complex, multi-step tasks. Unlike its predecessors, such as GPT-4o — which typically rely on generating rapid responses from large datasets — o1 introduces a novel reasoning mechanism known as chain-of-thought prompting. This method enables the AI to engage in a step-by-step process of problem-solving, improving accuracy and reducing errors like hallucinations (the generation of false or irrelevant information)​.

In essence this new model is designed to perform more human-like reasoning, handling tasks in fields such as mathematics, chemistry, and coding that require a far higher level of logical thinking. During testing, o1-preview significantly outperformed its predecessors, solving 83% of questions on the American Invitational Mathematics Examination (AIME), a dramatic improvement over the previous model’s 13% success rate​.

While earlier models like GPT-4o were undeniably powerful and very useful, they often fell short when asked to complete multi-step problems. By contrast, o1 thrives in environments where each step builds on the previous one to a compound result, reflecting a more refined and nuanced form of artificial intelligence.

Despite these exciting advancements, OpenAI CEO Sam Altman has tempered expectations, noting how, “o1 is still flawed, still limited, and it still seems more impressive on first use than it does after you spend more time with it. But also, it is the beginning of a new paradigm: AI that can do general-purpose complex reasoning.” The second part of this quote is actually the part the standout here and beyond the technical advancements touches on what the release of these new models symbolises — a shift toward AI systems capable of reasoning through complex challenges, which is crucial for advancing artificial general intelligence (AGI). This kind of reasoning is key to creating AI systems that are not only reactive but also capable of forward-thinking problem-solving across a range of domains and verticals. In short, OpenAI’s o1 truly marks the dawn of the next wave of AI, ones that can think more independently and are laying the foundation for a future where AI plays a large role in decision-making and innovation.​

A New Era of AI: Potential Applications

With the imminent full release of OpenAI’s new models, there is zero doubt that we are entering the next phase of the advancement curve, where sophisticated AI reasoning opens up a myriad of potential applications across various industries. For example, in healthcare, AI models like o-1 could be used to diagnose complex conditions by analysing multiple variables and patient histories, identifying correlations that humans might miss. In financial services, AI with advanced reasoning could predict market trends by analysing not just historical data but by reasoning about current events and their potential impacts on global markets​.

There’s more — like the use of AI in environmental science, with its improved capacity for reasoning and complex understanding, o-1 could model climate scenarios more accurately by incorporating a broader range of variables and predicting long-term impacts of various environmental policies. In the future it might even be able to use reasoning beyond current human comprehension to predict events we currently have no control over, such as earthquakes. (Not so fun fact: scientists have never accurately predicted an earthquake, ever).

In short, the possibilities are almost endless and pretty much every sector through to its smallest subsections could benefit from this enhanced reasoning and chain of thought processing that models such as o-1 possess.

Beyond Open AI: Agentic AI is Coming

As AI becomes more capable of reasoning, the next frontier in its development will almost certainly be autonomous, agentic systems. This is where platforms like NetMind XYZ come into play. NetMind XYZ is an innovative platform for developing and deploying AI agents that can act independently or in cooperation with other agents to complete complex tasks.

Unlike single-function models — which are designed to solve one problem at a time — agentic AI can interact with multiple agents, share information, and learn collaboratively. This creates a form of collective intelligence that is far more powerful than individual models working in isolation​ and allows them to build on previous findings, share information, adapt and evolve together.

The platform’s vision extends beyond isolated agents too; it introduces an AI ecosystem where agents contribute to a collective society. This “AI Society” enables agents to evolve and optimise their behaviours over time, facilitating continuous learning and task generalisation. By enabling cooperation and competition among AI entities, NetMind XYZ is laying the groundwork for a new generation of AI solutions that are more flexible, adaptive, and capable of managing increasingly complex tasks without the need for human oversight.

In terms of actual application, the fact that agentic AI can learn and adapt allows them to be dynamic with real-time situations, such as managing disaster relief efforts as they evolve, enhancing cybersecurity by detecting and responding to threats autonomously, or optimising global supply chains by auto-adjusting inventory and logistics across multiple regions. In essence, agentic AI has the power to truly transform industries by creating highly efficient, self-coordinating systems that address complex global challenges with minimal human intervention.

If nothing else, one thing is clear: a brave new world is coming, one that will change everything we know about technology and advancement, and companies like OpenAI and NetMind.AI will be leading the charge.

Join the AI Discussion at the 2024 AGI Odyssey Symposium

As AI dives headfirst into this new era of mind-blowing complexity and eye-watering capability, it’s becoming ever-more important to stay informed about the latest developments and explore their potential implications, and AGI Odyssey Symposium — taking place on October 10, 2024, in the prestigious Royal Institution of Great Britain, London, could be just the ticket.

The full-day event offers a unique opportunity to engage with the think tanks and pioneers of these types of advancements; it will feature keynote speeches and panel discussions from top AI minds from all over the world, as they mull-over the latest breakthroughs and their real-world applications, as well as the all important topic of their ethical implications.

Attendees will have the chance to participate in interactive sessions, network with industry experts, and contribute to shaping the future of AI. Don’t miss the opportunity to be part of this pivotal moment in AI history. Whether you are a developer, entrepreneur, researcher, or simply someone curious about the future of AI, the AGI Odyssey Symposium is set to provide a comprehensive view of the current AI landscape and its potential to transform industries.

You can get AGI Odyssey Symposium tickets by clicking on the link here

The 2024 AGI Odyssey Symposium is scheduled for October 10th at the Royal Institution in Great Britain in London, and we feel it’s going to not only be a really engaging event, but also a really important one (to get tickets for the 2024 AGI Odyssey Symposium click here). Here’s why:

AI is rapidly evolving, and already we are a bit stuck in the mud when it comes to ethics and responsible application running in parallel to its growth. The negative side of AI — such as deepfakes — are already rearing their ugly head, affecting lives on a catastrophic level, with no real regulations round their use, and sadly showing no signs of slowing down. There is also misuse of celebrity voices, AI being misused to promote specific political and socio-economic propaganda, and advanced algorithms analysing personal consumer data in attempts to exploit behavioural traits for rampant profit-making — and much more besides.

We are entering an AI epidemic and it needs to be discussed.

The symposium — hosted by AGI Odyssey and sponsored by NetMind.AI — will be a pivotal space to hold the candid conversation around AI and its future applications (and implications). The event will see the coming together of a vast array of industry thought leaders, researchers and innovative minds from within the sector; it will also offer everyone in attendance the opportunity to not just listen to, but also directly engage with those at the spearhead of these important conversations. The day will be packed full of discussions around the latest advancements in AI, the very real ethical challenges posed by its rapid development, and what can actually be done to improve the situation as AI continues its rapid journey towards general intelligence.

The Perfect Venue and Speakers

Having the Royal Institution of Great Britain (Ri) be the venue for the 2024 AGI Odyssey Symposium wasn’t an arbitrary choice (although most will agree it’s a lovely building) but rather a symbolic one due to its storied history. The Ri was founded in 1799 and has been the site of a dizzying number of groundbreaking scientific discoveries (or announcements of said discoveries), including Michael Faraday’s envelope-pushing work on electromagnetism. It’s also long been a place where science meets public engagement, providing a collaborative environment for the brightest minds to share their discoveries with both the academic community and the general public. As such, it was literally the perfect choice for bringing AI discussions to the public sphere, and echoes the transparency and engagement that the AI topic so desperately needs.

The symposium will feature some of the most brilliant and influential figures working in AI today, hailing from all over the globe and representing some of the most prestigious institutions in the world. A few highlights from the exciting number of experts include Professor Xiaolan Fu from Oxford University, who has key insights in AI innovation and economic development; Professor Mutlu Cukurova from UCL Institution of Education, who will share his expertise on human-AI complementarity in education, and Doctor Mariano Felice, Senior Researcher at the British Council, who will provide critical perspectives on AI language learning. In fact there are too many incredible minds attending to list them all here (plus the full roster can be seen on the event page).

Rewarding Brilliance with GAIC

The GAIC Math 2024 Awards Ceremony is likely to be a standout section of the symposium (and some levity from the deeper discussions!). The winners of this prestigious and tough competition will be celebrated for their unique, thinking-outside-the-box contributions to the field, with their cut of a $100,000 prize pool recognising their efforts. (For those who are unaware, the competition this year tasked participants to develop AI solutions that addressed complex mathematical problems, providing significant real-world implications). The awards ceremony will also unveil the theme for next year’s GAIC, setting the stage for another round of innovative breakthroughs in AI.

Why The Symposium Matters

The 2024 AGI Odyssey Symposium represents a unified space for critical reflection on how AI technologies are reshaping industries, communities, and even democratic processes — for both better and worse. From addressing the ethical dilemmas posed by deepfakes to celebrating the discussing the latest breakthroughs in AI research, the event could well set the bar as a turning point in the discussion of how we approach the future of artificial intelligence.

The symposium — in a sense — also acts as a microcosm too, representing part of a broader commitment to advancing AI responsibly and sustainably — as AI technologies continue to evolve, events like the AGI Odyssey Symposium are crucial for ensuring that we move towards a future where AI serves the greater good, while minimising risks.

For those attending, it’s an unparalleled opportunity to be part of a conversation that will likely shape AI’s role in society for years to come — all tied together with high-quality food, refreshments and plenty of opportunities for networking.

Not a bad deal for £50.

To get tickets for the 2024 AGI Odyssey Symposium click here.

Introduction

In her book Deep Fakes and the Infocalypse, Nina Schick — a political commentator and a leading voice on AI — warned:

“ΑΙ has granted humans a new tool by giving machines the power to generate wholly synthetic [or fake] media…We are in the early stages of an AI revolution which will completely transform representations of reality through media.”

Certainly, such dangers are no longer hypothetical, as highlighted in the harrowing recent BBC article that discusses the rampant rise of deepfake pornography within South Korea that targets underage teens. Indeed, the rampant creation and distribution of the malicious material is so bad that President Yoon Suk Yeol has declared it a “national emergency.” These images and videos — which often target minors and are typically created by teenage perpetrators themselves — have been rapidly circulating on social media, especially via Telegram. The discovery of these secret chat groups was linked to many schools and universities in the country, where users uploaded photos of classmates and teachers, which were then turned into explicit deepfakes, ruining lives in the process. This is not only a deeply terrible situation for the victims involved but also another major blow to the messaging app itself, after the recent arrest of its founder, Pavel Durov, amid serious allegations of other illegal activities on the platform.

Tools for Deception

It seems that no one is safe from deepfake manipulation, and those in the public eye are actually more likely to be victims of this insidious AI practice due to their fame. Actresses Scarlett Johansson and Kristin Bell (among many others) have famously had their faces superimposed into explicit videos, demonstrating the deeply personal violations made possible by this technology — and sadly it shows no signs of slowing down.

Of course, whilst deepfakes have gained notoriety through their use in creating explicit content, their potential for abuse extends far beyond pornography. For example, many misleading but entirely convincing videos of public figures, such as Barack Obama have begun to surface over recent years. In the case of the ‘Obama video’ — known as Incident 39 on the AI incidents website — the deepfake of the former President demonstrated the potential for this technology to create entirely fabricated content that is almost indistinguishable from the real thing. This is a very sobering concept when you consider we are talking about the leader of a nation with one of the largest nuclear arsenals in the world.

The Obama video is itself a microcosm for the overall chilling implications of AI misuse: deepfake technology could easily be leveraged by corrupt governments and institutions (or even cybercriminals pretending to be them) to spread misinformation and deception as a form of propaganda to control a populace, or even instigate outright war. Whilst this sounds like a plot from a B-movie, this is unfortunately not a far-fetched idea at all, but a very real and looming risk that could completely erode trust in our institutions or destabilise entire societies.

A Glimpse into a Potential Dystopian Future

The BBC’s political thriller, The Capture actually offers up a pretty disturbing example of a future where deepfake tech is weaponised by those in power. The series follows a former soldier who becomes wrapped up in a conspiracy when deepfaked CCTV footage falsely implicates him in a crime. This scenario exemplifies the terrifying potential of deepfakes as tools of control and suppression; if deepfakes can be used to manipulate evidence, control narratives, and eliminate dissent — then how can it ever be possible to discern truth from fiction?

The idea that governments or corporations could use deepfake technology to fabricate evidence and justify actions against individuals or groups is deeply concerning, and this — combined with the potential for media manipulation to be used as a form of warfare or political control — fully encapsulates why there is a critical need for effective AGI governance.

Public Awareness of AGI Governance

In a growing time where seeing (and hearing) is no longer believing, the need for strong, strict governance is crucial. Education and public awareness are critical components of effective AGI governance, as most people simply don’t know how easy it has become to create deepfakes or similar false media. To this end there needs to be better awareness of the potential dangers at a global scale, and the message needs to be shared and pushed by all to ensure the message spreads.

At Global AI Hub, we are committed to addressing challenges such as deepfakes head-on, exploring how Artificial General Intelligence (essentially machines that can think for themselves) can be developed ethically, safely, and for the good of all of us, to help stop negative applications such as deepfakes. In fact, part of our upcoming AGI Odyssey Symposium event in London — which brings industry experts together to discuss AI advancements — will be to educate on how AI can be ethically guided to ensure it benefits everyone as we move ever-closer to artificial general intelligence.

Proactive Measures Mean a Better Future

The rise of deepfake technology — as highlighted by the BBC article and beyond — serves as a powerful reminder of the dangers posed by unchecked AI, and even how it is becoming a problem right now. As AI continues to evolve towards the inevitable AGI point, so too does its massive potential for misuse, making the need for proactive governance more critical than ever.

Without such measures, we risk living in a world where the line between reality and fiction becomes dangerously blurred, just like in The Capture. The good news is that if we can establish good guidelines and continue to push AI development in a more ethical direction, then we can look forward to an exciting future where these technologies contribute positively to our lives in amazing ways, rather than unnecessarily harming them.

After all AI is just a tool, it’s how we use it that matters.

To get early bird tickets for AGI Odyssey’s London October 2024 Symposium event click here

Overview

“Artificial intelligence holds immense promise for tackling some of society’s most pressing challenges, from climate change to healthcare disparities.”

This quote from Katherine Gorman, Co-founder of Talking Machines, hits the nail on the digital head. AI does indeed hold the potential to be truly transformative (and already is in many ways), perhaps no more so than within the healthcare sector. Indeed, AI’s arrival into the industry — or at least its latest iteration, as it’s been around in one form or another for a while now — is leading to bold and exciting breakthroughs in diagnostics, treatment planning and medicine discovery. With that in mind, we have gathered together some of the most exciting new AI developments within the industry, and the companies driving them.

Key Developments

Google Health AI — a leader in this field, (just like it’s a leader in almost every other sector too) — has made huge strides by developing open-source tools that are transforming healthcare. For example, Google’s Medical Imaging Suite platform supports the development of AI models capable of analysing medical images, allowing researchers and healthcare providers to access and build upon advanced AI models, encouraging collaboration and speeding up innovation in medical diagnostics.

In medicine discovery, companies like Insilico Medicine and Exscientia are leveraging open-source AI research to identify new drug candidates and predict their interactions within the human body — by leveraging AI to sift through massive datasets of biological information, these companies are drastically shortening the time it takes to develop new treatments, making healthcare more responsive to emerging threats.

For imaging and diagnostics, Butterfly Network is legitimately revolutionising the process, with its flagship product, The Butterfly iQ. The iQ is an AI-powered portable ultrasound device that not only enhances image quality and provides automated diagnostics but also connects to other AI-powered apps through its companion smartphone app; this connectivity allows healthcare professionals to access advanced imaging tools and educational resources directly from their devices. If that wasn’t impressive enough, the Butterfly iQ also enables seamless integration with various other AI-driven medical apps further enhancing diagnostic capabilities and improving efficiency, especially in remote or resource-limited settings. In a nutshell it means real-time, precise, and actionable insights during patient care, which could ultimately save a lot of lives.

In addition to these developments, NetMind.AI — a huge player in the decentralised AI development space — has been making great progress in its Life product, which is aimed at giving individuals back autonomy over their own healthcare. This personalised platform uses advanced AI algorithms to analyse a vast array of health data, from genetic information to lifestyle factors — similar to what insurance companies do on the backend — but in order to create highly personalised lifestyle recommendations that promote thriving longevity, rather than to sell you premium coverage. By focusing on the specific individual rather than the average joe, NetMind.AI’s Life product offers a more precise and proactive approach to healthcare, helping users to manage their wellbeing more effectively and prevent potential issues before they arise.

Applications and Impact

The impact of AI research into healthcare is quite simply profound with the potential to totally transform how we diagnose and treat disease — fantastic news given this is a sector where people want and need to see innovation and success. The integration of AI into dynamic on-site medical imaging, for example, is leading to earlier and more accurate diagnoses, which is critical for diseases where early detection is key to successful treatment. In addition, AI-driven research is allowing for the personalisation of patient care, ensuring that treatments are specifically tailored to individual genetic profiles and medical histories rather than the generic catch-all approach, which has the potential to dramatically enhance treatment efficacy.

In medicine discovery, AI is rocketing the success rate of new treatments by predicting potential issues before they arise in clinical trials; this in essence means that patients could have access to life-saving medication faster than ever, with less side effects and better overall outcomes. The ongoing AI research continues to push envelopes of what’s possible in healthcare, promising a future where medical care is more precise, personalised, and proactive — not a bad thing at all.

A Healthier Tomorrow

It’s clear that AI is changing the game on the global stage, and will continue to do so at an exponential rate as the technology continues to grow and evolve. Indeed with healthcare alone, the sheer number of applicable use-cases at this early stage of its latest evolution demonstrate immense potential to enhance our health and longevity in ways many of us can’t even fully comprehend yet. This is why AI development needs to remain laser-focused on serving the betterment of humanity rather than bottom-line profits; that way everyone can benefit from the incredible improvements it can have on our lives and wellbeing.

As long as we don’t lose sight of the importance of ensuring AI benefits everyone, then we can continue to push the boundaries of what it can achieve, leading to innovations that will shape our future in truly incredible ways.

And that is a very exciting prospect.

Stay tuned for more exciting Global AI Hub articles, coming soon!

Unless you’ve been living in a cupboard for the past week, chances are you’ve heard a little something about Black Myth: Wukong, the first ever AAA title developed by a Chinese studio. The game is inspired by the beloved Chinese novel Journey to the West, and has been turning heads for all the right reasons — stunning graphics, immersive gameplay and a sequel-like story. It’s made its presence known too, hitting 2.2 million Steam players on its launch day and a dizzying 5 million units sold thus far (and counting), sealing it as one of the most successful launches in gaming history.

The success of Black Myth: Wukong is a well deserved win for the hard-working developers. But behind the scenes it also showcases the powerful role that AI played in its development, a role that is becoming ever more present in the broader gaming industry​. In fact, AI is levelling-up gaming (pun intended), and shaking up the entire industry in the process. Here’s how and why:

“Those who perform good works will ascend to the way of the immortals” — Journey to the West

The Role of AI in Black Myth: Wukong’s Development

AI was woven into the development DNA of Black Myth: Wukong, specifically through Game Sciences’ collaboration with NVIDIA. It leveraged the company’s DLSS 3 technology, an AI-driven rendering technique that allows for lush real-time ray tracing; this in turn supercharges the realism of lighting, shadows, and reflections. Beyond bumping up the visual experience to god tier, it also ensures far smoother gameplay, setting a new benchmark for what gamers can expect from AAA titles going forward​.

Not only that, but Black Myth: Wukong was built from the ground up using Unreal Engine 5 — the most advanced game creation engine on the planet right now — which integrates advanced AI tools like Nanite and Lumen that allow developers to create impossibly high-quality graphics and realistic environments that rival what the eye can see. This is all done efficiently and with auto-adjustment capabilities, making the whole process far less time consuming and difficult than the painstaking manual processes of old. It’s clear that for Wukong, (and other games like it), AI is now a valuable assistant that has become a fundamental part of the development process, allowing relatively unknown studios like Game Science to produce cutting-edge games that earn their place on the global stage.

“Nothing in the world is difficult, only the mind makes it so” — Journey to the West

AI’s Broader Impact on Video Game Development

The digital touch of AI in video game development goes well beyond individual major titles like Black Myth: Wukong. Companies like Leonardo.Ai are levelling the playing field from a generative visual perspective, allowing backgrounds, style persistent character models, weapons items and armour, and pretty much anything else you can think of to be created in literal seconds.

This means that processes that would typically take months of designing, false starts and redrafting can reach the in-game mapping stage in mere hours or less, freeing up time for developers to focus on other things. This not only accelerates development timelines but also significantly reduces costs, making it easier than ever for smaller studios and indie developers to bring their visions to life. This is also a great thing for industry in general; Indie gaming has become extremely popular of late as many major studios focus on profits over quality, and better indie games will force large studios to return their attention to improving games in order to compete.

Another major player, Inworld AI, is totally redefining the way non-player characters (NPCs) interact with players. Their technology enables NPCs to engage in real-time conversations, adapt to the game environment, and respond dynamically to player actions. The ramifications of this cannot be overstated — eventually leading to (in the near future) an immersive, personalised gaming experience that would be unique to each and every player.

Unity, a widely-used and beloved game development engine, has also integrated AI to streamline the development process. Through its partnership with Convai, Unity is enhancing the creation of AI-powered NPCs, making characters more dynamic and lifelike. This not only improves the player experience but also makes the development process more efficient, particularly for indie developers (again another win for gamers and industry alike). Plus, by automating complex aspects of character behaviour, Unity allows developers to focus more on creativity, enabling them to produce high-quality, engaging games with far fewer resources.​

“If you want to have a future, don’t do anything with no future in it” — Journey to the West

The Far(ish) Future of Gaming with AI

The above advancements is just the tip of the iceberg. AI is evolving at a blink-and-you’ll-miss-it pace, and as it continues to advance, its role in video game development will grow and improve in parallel. We’re even going to go out on a limb here and predict that future games will use procedurally generated AI content, meaning entire in-game worlds and narratives will be created algorithmically. This would offer players fresh, unique experiences every time they pick up a controller (or mouse depending on your preference) pushing the boundaries of what is possible in gaming well beyond what we can even comprehend. This would then likely go hand in hand with significant advancements in virtual reality (VR) and augmented reality (AR) to create immersive and accessible experiences that feel like real life.

In the case of Black Myth: Wukong, the game illustrates how AI is already making a significant impact on video game development, from shining up visual fidelity to streamlining production processes in ways that level the playing field. As AI continues to evolve, its influence on the gaming industry will only grow too, offering exciting new opportunities for creativity, innovation, and player engagement.

To say AI is changing or shaping the gaming industry is actually a bit of a misnomer — it’s steadily transforming it into something completely new and truly exciting. From the humble Tennis for Two in the late 1950s, we have come a long way in the last 70ish years, with gleaming gems like Black Myth: Wukong now pushing the envelope of what is possible with current tech. As we look to the future, the integration of AI in game development is set to unlock unprecedented new levels of creativity and innovation, paving the way for even more groundbreaking titles and experiences.

It’s a good time to be a gamer.

(All images were screen-grabbed from a purchased copy of Black Myth: Wukong)