World Future Awards Welcomes Tonia Maneta to Its Distinguished Board

The World Future Awards is proud to announce the appointment of Tonia Maneta, Chief Marketing Officer at Bizzdesign, as the newest member of its prestigious Board. A visionary marketing leader and Fellow of the Chartered Institute of Marketing, Tonia brings over two decades of experience driving innovation, growth, and digital transformation across the technology and financial services sectors.

Recognized among the Best Tech CMOs in Europe 2025 by the World Future Awards and named a CMO to Watch in 2025 by the CMO Alliance, Tonia’s appointment marks an exciting addition to the organization’s mission of celebrating forward-thinking leadership shaping the future of business and innovation.

In her current role at Bizzdesign, Tonia leads global marketing strategy, brand development, and digital innovation initiatives, positioning the company as a frontrunner in enterprise architecture and transformation. Her approach combines creativity, data-driven insight, and storytelling, hallmarks of her success in elevating brand impact and accelerating revenue growth.

Tonia’s distinguished career includes leadership roles at Infosys, BP, Synechron, Dynata, VERMEG, and Provenir, where she played a pivotal role in redefining marketing transformation in fast-evolving digital landscapes. Her work has consistently championed the intersection of technology and human insight, empowering organizations to harness innovation for meaningful business outcomes.

Beyond her corporate achievements, Tonia is a respected public speaker and thought leader, known for her advocacy of empowerment, purpose-driven leadership, and the role of AI in marketing’s future. She is passionate about inspiring the next generation of marketing leaders to unite creativity and analytics in an era of rapid technological evolution.

Her appointment reinforces the World Future Awards’ commitment to recognizing and collaborating with exceptional visionaries who are shaping the future of global business and innovation.

Visit Toni’a LinkedIn profile for more on her inspiring journey: https://www.linkedin.com/in/toniamaneta/

Empire of AI: Dreams and Nightmares in Sam Altman’s OpenAI by Karen Hao

Author: Karen Hao 
Publication Date: 2025
Amazon Rating: 4.4

In the high-stakes world of artificial intelligence, few stories are as compelling as the rise of OpenAI. Karen Hao’s Empire of AI: Dreams and Nightmares in Sam Altman’s OpenAI takes readers deep inside the company that unleashed ChatGPT and ignited a global AI revolution. What began as a nonprofit with lofty promises of safety and ethical oversight quickly became evolved into a high-pressure race for dominance, driven a high-pressure race for evolved into a high-pressure race for dominance, driven dominance, fueled by massive computing power, vast troves of data, and human labor often extracted under difficult conditions in the Global South.

Hao’s reporting captures the dramatic arc of OpenAI, including Sam Altman’s sudden firing and triumphant return, revealing a company navigating unprecedented ambition, power struggles, and ethical dilemmas. She shows how even well-intentioned leaders are swept up in forces that shape the technology and the world in unpredictable ways.

Beyond Silicon Valley, Hao visits Kenya and Chile, illustrating the real human and environmental costs behind AI’s rapid expansion. Her narrative exposes the broader implications of this technological arms race, highlighting how a handful of tech giants are steering humanity toward innovations whose consequences remain largely unknown.

Empire of AI is a gripping and eye-opening account that examines ambition, innovation, and the hidden toll of the technologies transforming our lives. For anyone curious about the people, power, and forces behind the AI revolution, it offers an indispensable, unflinching look at a world being reshaped in real time.

Get the book on Amazon today.  

Get inspired and explore the visionaries and breakthroughs honored by the World Future Awards: https://worldfutureawards.com/

Regulation, Policy & Governance of Future Tech: Who Sets the Rules?

In an era defined by rapid technological change, the question of who writes the rules for tomorrow’s systems is more urgent than ever. World Future Awards, which spotlights pioneering technologies and innovations around the globe, maintains that breakthroughs alone are not enough – governance, regulation, and wise policy design must keep pace if we are to harness future tech for good.

Below, we examine how different actors, governments, international bodies, NGOs, and tech companies interact in setting the rules, and explore the key issues emerging in fields such as artificial intelligence, privacy, and the wider regulatory ecosystem.

1. The Key Actors and Their Roles

Governments and regulators. National governments remain the primary locus of formal regulation. They pass laws (or issue executive orders), set national strategies, and often determine key rules around privacy, data protection, algorithmic decision-making, and AI. For example, in the US, the federal approach still relies heavily on existing laws and guidelines, while a patchwork of state-level rules is emerging. In Japan, the recently enacted AI Promotion Act (effective June 2025) sets high-level principles rather than rigid mandates, reflecting an “innovation-first” orientation.

International bodies. As technologies increasingly transcend borders, governance is no longer purely national. Bodies such as the Organisation for Economic Co‑operation and Development (OECD), the United Nations (UN), and regional institutions like the European Union (EU) shape frameworks, guidelines, and sometimes binding rules. For example, the EU’s Artificial Intelligence Act (AI Act) sets out common regulation for AI systems across member states.

Non-governmental organizations (NGOs) and civil society. NGOs, think tanks, and advocacy groups provide expertise, monitor compliance, advocate for rights (such as privacy or non-discrimination), and sometimes co-design voluntary standards or codes of conduct. Their role is especially important in pushing for transparency, accountability, and fairness in emerging-tech governance

Tech companies and industry bodies. Companies developing or deploying emerging technologies are both subjects of regulation and engines of change. They engage in self-regulation, participate in standard-setting, and respond to policy incentives (or penalties). But the fact remains: companies often move faster than regulators, creating a “governance gap” that policymakers struggle to close.

2. Interaction and The Governance Ecosystem

At the heart of governance for future tech lies a complex interplay: governments design and enforce laws; international bodies set cross-border frameworks; NGOs advocate and audit; companies comply and innovate.

From national to international coordination. Because digital and AI systems span borders, coordination matters. The UN’s recent initiatives, for example, signal a push toward global governance principles for AI, recognizing that technology developed in one country may affect people globally.

Tiered regulatory frameworks. Some jurisdictions adopt risk-based approaches: classifying technology according to how much harm it could pose, and tailoring regulation accordingly. For example, many AI frameworks treat “high-risk” applications (in health care, employment, law enforcement) more stringently than benign ones.

Soft law, standards, and experimentation. Regulators are increasingly using “soft law” mechanisms (guidelines, codes of practice), regulatory sandboxes, and pilot projects rather than only rigid prescription. Research points to a shift toward “anticipatory governance” – regulatory foresight, experimentation, and adaptive learning.

Private-public partnerships and stakeholder inclusion. Modern regulatory design leans toward co-creation: governments want input from industry, civil society, and academia to keep rules relevant and effective. The Japanese AI Promotion Act, for example, emphasizes stakeholder collaboration and voluntary initiatives.

3. Key Issues: AI Policy, Privacy Law, and Emerging Regulation

Artificial intelligence (AI) policy. With AI rapidly advancing, policy-makers wrestle with transparency, accountability, bias, safety, and existential risk. The EU’s AI Act offers a landmark example of binding regulation across borders, while national laws like California’s SB 53 (the Transparency in Frontier Artificial Intelligence Act) impose disclosure, safety-incident reporting, and whistleblower protection on frontier AI developers.

Privacy and data protection. Emerging tech often depends on vast datasets, raising concerns about how personal data is collected, used, and shared. Many countries are generalizing privacy laws (for example, under the General Data Protection Regulation in the EU), and adding AI-specific layers: if an algorithm uses personal data, how is that regulated?

Regulatory lag and innovation. A key challenge is that regulation often lags behind technological advances. This lag risks gaps in oversight and allows harmful practices to proliferate. Scholars propose “regulatory markets” – where firms purchase services of private regulators subject to public governance – as one possible innovation in governance architecture.

Global inequality and divergent standards. While advanced economies forge ahead with regulation and investment, many developing countries lag behind in readiness, infrastructure, and policy capacity. This raises issues of digital divide and global power imbalance in tech governance.

Accountability, enforceability, and governance refinement. Passing a law or standard is one thing; ensuring enforcement, accountability, and adaptability is another. The EU AI Act, for instance, foresees new bodies such as an AI Office, national supervisory authorities, and a scientific panel to coordinate governance.

4. The view from the World Future Awards

At the World Future Awards, we recognize that emerging technologies carry tremendous promise, but without sound regulation and governance, potential gains can be overshadowed by risks. As innovators shape the future, policymakers and society must ensure that future tech is safe, equitable, and aligned with human values.

Technologies recognized by WFA drive dramatic shifts; yet each shift triggers a governance ripple: who owns data, who steers algorithms, who ensures fairness, and who bears accountability? That is why winners across our categories (from AI to healthcare to consumer electronics) are increasingly interacting with policy frameworks, and thinking about compliance, ethics, and governance alongside innovation.

In short: governance matters. Innovation isn’t just about creating new capabilities; it’s about doing so responsibly.

5. Concluding thoughts

The question “who sets the rules?” in the world of future tech has no single answer. Rather, it is a kaleidoscope of actors, governments drafting laws, international institutions forging frameworks, NGOs scrutinizing outcomes, and tech companies innovating and complying. The ideal governance system is dynamic, inclusive, and anticipatory: one that can keep pace with change, manage risks without stifling creativity, and ensure that the benefits of future technologies reach everyone.

For the global community of innovators, policymakers, and citizens alike, and for the innovators honored by the World Future Awards, there is a clear call: build technology and build governance. Because to shape the future well, we must design not only what can be done, but what should be done.

When Machines Learn to Care: The Fragile Future of AI

Artificial Intelligence is evolving faster than any other technology in history — unlocking possibilities that once belonged to science fiction. But progress comes with a paradox: the smarter our machines become, the more vital it is to ask what guides their intentions. In this editorial, we explore the fine balance between innovation and existential risk — and the human values that must shape the future of AI.

The Beautiful, Dangerous Intelligence

Artificial Intelligence has already crossed the threshold of imagination. It writes code, diagnoses disease, crafts poetry, and predicts what we’ll want before we do. Once a laboratory experiment, it now sits quietly behind our screens, shaping economies, elections, and even emotions.

But the more capable AI becomes, the more uneasy the question grows: what if it keeps learning — without us?

Every generation builds tools that change the world, but AI is the first that might one day build itself. Its learning curve is steep, its progress relentless. In just a few years, systems have gone from mimicking intelligence to displaying something eerily close to independent thought.

For some, this is a dream realized — a leap toward solving humanity’s biggest problems. For others, it’s a warning that we may have created something we can’t fully control.

The truth sits somewhere in between. The same technology that could cure cancer might also destabilize truth, economies, and identity itself. The same algorithm that protects could also manipulate. The line between brilliance and catastrophe has never been thinner.


The Alignment Paradox

Scientists call it the alignment problem: making sure machines understand and pursue goals that actually benefit humans. On paper, it sounds simple. In reality, it’s the hardest design challenge ever faced.

How do you encode compassion? How do you teach an algorithm that “human happiness” isn’t measured in clicks or data points? And whose definition of “good” should it follow — a programmer’s, a government’s, or the collective confusion of the entire internet?

When intelligence becomes detached from empathy, even the most rational logic can lead to irrational outcomes. History shows us that intelligence alone doesn’t guarantee wisdom — and now we’re outsourcing both.


Between Fear and Faith

The debate around AI safety often swings between panic and utopia. Some warn of superintelligent systems that could end human civilization; others see a future where AI amplifies our creativity and compassion. Both sides might be right.

The future of AI will depend less on what the machines become, and more on what kind of humans we decide to be while building them. Responsibility, transparency, and collaboration will matter more than speed.

If we rush, we risk losing control. If we hesitate, we risk missing our greatest opportunity for progress. Humanity stands, as ever, at the intersection of courage and caution.


The Story Still Belongs to Us

At the World Future Awards, we celebrate innovators who believe that the future of AI must remain deeply, intentionally human. Progress without ethics is power without direction.

The story of artificial intelligence isn’t finished — and the ending hasn’t been written. Whether it becomes our greatest ally or our final experiment depends not on machines, but on us.

World Future Awards Celebrates the Top 30 Tech Voices of 2025

The World Future Awards (WFA) is proud to honor the Top 30 Tech Voices of 2025 in the World, a prestigious recognition of the visionaries driving global conversations and shaping the future of technology.

These are not just voices in the crowd, but leaders and innovators who stand at the crossroads of AI, Web3, sustainability, the future of work, and breakthrough innovations. Their influence resonates far beyond trends — they educate, inspire, and unite global audiences, helping businesses, governments, and communities navigate a rapidly evolving digital era.

The honorees on this year’s list are celebrated for their unique ability to turn complex technologies into powerful insights, sparking change through action. Their impact is visible not only across social media but also in books, podcasts, keynote addresses, boardrooms, and international innovation networks. Collectively, they represent the spirit of progress and the ambition of a world determined to build a better future.

Selection Highlights
Winners were selected for their:

  • Trailblazing thought leadership and proven expertise in technology.
  • Global influence and reach, from digital platforms to global stages.
  • Contributions that spark meaningful conversations, shaping the future of innovation.
  • Inspiration and engagement across diverse industries and communities.
  • Consistency in producing impactful work that sets new benchmarks for excellence.

Meet the Top 30 Tech Voices:

Winner Expertise Description
Arthur Mensch
AI / Startup Founder CEO of Mistral AI, leading European AI startup; recognized for rapid growth and strategic partnerships.
Ben Geskin
AR / VR / Mobile / Design Leaks Tech enthusiast and content creator, known for accurate smartphone leaks and high-quality design renders that give early insights into future devices.
Benedict Evans
Tech Strategy / Trends / Analysis Independent analyst; produces widely read essays and presentations on major shifts in the tech industry.
Brooke Schwartzman Elfenbein
Influencer Marketing / Brand Senior influencer marketing strategist with experience building B2C influencer campaigns and platform partnerships.
Bugge Holm Hansen
Futures / Tech Strategy / Innovation Futurist and Director of Tech Futures & Innovation (Copenhagen Institute for Futures Studies); advisor and keynote on technology trends and human-centric futures.
Bénédicte de Raphélis Soissan
HR Tech / AI / Startup Founder Founder of Emblem and Clustree; focuses on AI-driven HR solutions; recognized as a top woman in tech in Europe.
Caio Amato
Fashion Tech / Wearables President at Oakley; leads development of futuristic accessories integrating AI and wearables.
Carlos Eduardo Espinal
Venture Capital / Tech Ecosystem Managing Partner at Seedcamp; active in mentoring startups across Europe and scaling tech ventures.
Casey Newton
Tech Journalism / Platforms Founder & editor of Platformer News(newsletter); covers social platforms, tech policy and civic impacts of tech.
Chris Dixon
Venture Capital / Web3 Founder & Managing Partner at Andreessen Horowitz (a16z crypto); leading voice in crypto, Web3 and future internet investments.
Chris Koronowski
Web3 Marketing / Community Web3 marketing strategist and founder of Doers Growth; LinkedIn Top Voice in Web3 and community building.
Clement Mihailescu
Software Engineering / Education Software engineer, educator and content creator (coding interviews, algorithms, career growth for engineers).
Diego Borgo
Web3 / Branding & Marketing Web3 advisor and brand strategist; helps crypto founders scale narrative, community and go-to-market presence.
Dmitry Kan
Product / AI / Podcasts Product manager, AI practitioner and host (Vector Podcast); writes about product, search, vector DBs and modern ML tooling.
Dr Christina Yan-Zhang
Metaverse / Climate & Digital Policy Metaverse pioneer and advisor; works at the intersection of spatial computing, digital twins, climate tech and governance.
Winner Expertise Description
Dr Martha Boeckenfeld
Future Tech / Fintech / Ethics Digital transformation strategist, educator and speaker on AI, Web3 and human-centred futures; founder of initiatives linking tech and ethics.
Edward Tay Wee Meng
Academia / Tech Policy / VC University and industry leader focused on innovation, AI and startup mentorship in Singapore / ASEAN startup ecosystems.
Elena Vasquez
Sustainability / Technology Discusses the intersection of technology and sustainability. Explores green tech solutions and climate-friendly innovations.
Enrico Molinari
Fintech / Innovation / Digital Transformation Professor and global fintech/innovation leader; head of innovation & tech transfer, speaker and adviser on fintech, govtech and generative AI.
Jeremy Boissinot
Venture Capital / Startup Investment VC influencer supporting high-impact founders; drives sustainable growth across the Dutch startup ecosystem.
Kara Swisher
Tech Journalism / Media Veteran technology journalist and commentator; co-founder of Recode, long-time Big Tech critic and podcast host.
Lea von Bidder
FinTech / Blockchain / Startup Founder Co-founder of Climeworks; focused on sustainable fintech and climate tech innovation.
Leila Hurstel
Digital Transformation / Metaverse & Fintech Digital transformation leader, investor and metaverse strategist; founder of AllStarsWomen DAO and metaverse advisor.
Lex Fridman
AI / Robotics / Futurism Researcher and podcast host exploring AI, robotics, and human experience through conversations on technology’s technical, ethical, and philosophical dimensions.
Liza K.
AI / Data Engineering / Software Development Consultant with 20+ years in software development, specializing in search technologies and GenAI solutions with LLMs, RAG, and Python.
Martin Harbech
AI / Machine Learning / Data Science Machine Learning Engineer; shares insights on AI/ML trends and applications.
Nico Rosberg
Sustainability / Mobility / Venture Capital Former F1 World Champion turned sustainability entrepreneur and investor, Nico drives innovation in clean mobility, renewable energy, and climate tech through Rosberg Ventures and global advocacy.
Ronald van Loon
AI / Analytics / Thought Leadership CEO of Intelligent World, Ronald van Loon is a leading AI, data, and IoT influencer, Forbes Tech Council member, and best-selling author recognized among top global AI voices.
Roxanne Varza
Startup Ecosystem / Accelerator Director of Station F, the world’s largest startup campus; prominent advocate for French & European startups.
Tushita (Tushi) Gupta
Sustainable Tech / AI for Circularity CTO / tech leader building AI and circular-economy solutions for textiles and sustainable supply chains; recognized among TIME’s AI-influential leaders.

With this announcement, the World Future Awards celebrates not only the winners but also the collective vision they represent — a future where technology empowers humanity, drives sustainability, and creates new possibilities for generations to come.

📩 For media inquiries or to receive official winner digital materials, please contact the WFA Editorial Team at kc@worldfutureawards.com.

GUDEA and the Future of Narrative Intelligence

GUDEA has distinguished itself in 2025 by winning a World Future Awards in the AI Technologies category for Leading AI Innovation in Narrative Intelligence. This achievement reflects its growing importance as an organisation that helps brands, crisis managers, and public communicators see more clearly how stories spread and intervene before narratives get out of hand.

GUDEA is a behavioural intelligence platform designed to help users track, analyse, and visualise the lifecycle of online narratives. The platform aims to uncover the origins of digital conversations, map the pathways through which they spread, and assess their impact across platforms. The founders, Keith Presley (CEO), Jonathan Sperber (COO), and James Thomin (CTO), bring together more than 45 years of experience in military intelligence, operations, information technology, and artificial intelligence.

One of the core promises of GUDEA is early warning. Because narratives now can go from a small post to a full‐blown crisis in minutes, being reactive is no longer enough. GUDEA’s tools are built to help users anticipate which narratives are likely to accelerate. Their technology involves graph‐neural network techniques and real‐time monitoring such that clients can see not just what is trending but what might trend, where it is coming from, who is likely to drive it, and how fast. This gives organisations lead time to prepare messaging, adjust strategy, or even forestall reputational damage entirely.

Another strong aspect of GUDEA is visualisation. It’s not sufficient to have raw numbers or sentiment scores; what matters is seeing the flow of information, how narratives travel from fringe platforms into mainstream channels, how ideas mutate, and where influence concentrates. GUDEA provides dashboards that show narrative pathways, the velocity of spread, and evolving nodes of influence. This kind of insight helps brands to understand not only that something is happening, but how, why, and where to take action.

Winning the World Future Awards is a substantial validation. The Awards are global, recognising products, software, or services that have innovation, impact, and promise in shaping the future. For GUDEA, the “value” criteria include its uniqueness compared to other narrative‐tracking tools, its economic potential, its societal effects, and the ability to deliver meaningful improvements in reputation management, crisis prevention, or brand protection.

For brand managers and crisis communicators, GUDEA offers a strategic edge. Many who rely on conventional social listening tools know what people are saying, but often too late, and with little insight into how a small spark might become a wildfire. By contrast, GUDEA can help detect early signals, understand the network of message propagation, identify the origin and high-risk pathways, and surface hidden connections that amplify narratives. That can be the difference between managing reputation proactively, rather than scrambling to respond after damage is done.

Looking ahead, GUDEA is primed to expand its impact. There is room for growth in adding more languages, integrating more platforms (including those less monitored), enhancing the real-time nature of alerts, and deepening the predictive models.

In sum, GUDEA is offering a new kind of narrative intelligence: one that doesn’t just report on what’s happening, but helps forecast what’s coming, and shows how to act. The World Future Awards recognition marks a milestone, but the real promise lies in how organisations use these tools, not just to protect themselves, but to shape conversations, build trust, and lead more confidently in the digital world.

To learn more about the WFA-winning company, please visit www.gudea.ai.

WFA’s Newest Futurenomic Issue Brings Readers Closer to Today’s Leading Innovators

World Future Awards is thrilled to announce the release of its latest digital magazine issue of Futurenomic, now live online. This edition spotlights the Top 100 AI Tech Companies of 2025, offering deep insight into the organizations driving the future of intelligence.

Futurenomic is the flagship digital magazine published by World Future Awards. It delves into the intersection of technology, innovation, sustainability, and futures thinking. Each issue features editorial essays, trend analyses, company profiles, case studies, and conversations with leading minds. In this edition, the focus is the Top 100 AI Tech Companies, examining how they’re leveraging artificial intelligence across sectors and what their visions are for tomorrow’s world.

Also in this issue, we highlight companies that have won World Future Awards’ in 2025:

  • Simple Life App (The Simple App) — a wellness / AI coaching platform merging behavioral science and tech
  • VVater — innovator in next-generation water purification
  • Speexx — a leading EdTech/language & skills platform
  • AdLunam — decentralization and Web3 + AI for democratized opportunity
  • IBVM (International Bitcoin Virtual Machine) — First Bitcoin-native Zero-Knowledge Rollup / Layer 2 solution
  • Thea Study — an AI-powered personalized learning/study partner platform

The exclusive interviews in this issue include conversations with Lydia Teryoshina on Women in Tech and a 2-part interview with Olaf J. Groth on Designing the Tech Future. We also feature an article by Jennifer Arnold on AI and Women’s Health,

Readers will get behind-the-scenes perspectives on product development, AI ethics, scaling challenges, vision for future impact, and how these companies are positioning themselves for the next decade.

“With Futurenomic, we’re amplifying voices shaping tomorrow,” said Alexander Chetchikov, CEO, World Future Awards. “In this issue, our exclusive interviews let readers hear directly from thought leaders and innovators, and we’re proud to share them with you.”

The Top 100 AI Tech Companies Futurenomic edition is now available on Issuu. Readers can explore interactive content, full profiles, infographics, and the exclusive interviews embedded within. Go to https://issuu.com/ for the full edition.

GUDEA Takes Home Top AI Innovation Award in Narrative Intelligence

GUDEA, a behavioural intelligence platform founded in 2023, has deservedly been awarded a World Future Awards 2025 in the AI Technologies category for Leading AI Innovation in Narrative Intelligence. This award recognises GUDEA’s groundbreaking work in tracking, analysing, and predicting digital narratives, empowering brands, retailers, and crisis communicators to stay ahead in a rapidly evolving information landscape.

Launched in 2023 by co-founders Keith Presley, James Thomin, and Jonathan Sperber, GUDEA is headquartered in Columbia, Maryland. The platform leverages advanced AI, graph neural networking, and data from over 35 online platforms to map how narratives originate, spread, evolve, and potentially impact public perception.

GUDEA is designed to serve organisations that face digital communication risk, such as retailers, brand managers, and crisis communications teams, offering real-time insights into what is being said, who is shaping conversations, and how those conversations might grow. It aims to shift the posture from reactive to proactive.

Key Highlights of GUDEA’s Capabilities

  • Origin and Flow Mapping: GUDEA can trace how digital narratives emerge and move across platforms, giving insight into key actors and hidden pathways.
  • Predictive Analytics: By detecting patterns based on historical data, GUDEA forecasts which narratives are most likely to go viral, how quickly they will spread, and the potential duration and magnitude of their impact.
  • Real-Time Alerts and Actionable Intelligence: When certain thresholds are met or narrative activity escalates, GUDEA delivers alerts and decision-ready insights so organisations can respond strategically.

“Winning this award confirms what we believe deeply: that narrative intelligence is no longer optional, but essential,” said Keith Presley, CEO and Co-Founder of GUDEA.
“Our goal is to equip organisations not just to follow what’s happening online, but to see what’s coming, and move with confidence.”

GUDEA intends to expand its platform’s reach with more language and regional coverage, to integrate additional online spaces, and to refine its predictive models to reduce false positives and increase lead time. The company is also exploring partnerships with public policy, media, and crisis response bodies to broaden its impact.

Visit http://www.gudea.ai for more.

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