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AMMO AI Secures $2.5M Pre-Seed to Develop AI Agent Societies for Real-World Impact

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London, UK, 10th March 2025, ZEX PR WIRE, In the rapidly evolving world of artificial intelligence, most discussions revolve around how AI can augment human capabilities, automate tasks, or even replace jobs. But what if AI could do more? What if we could create entire societies of agents that collaborate, learn, and evolve in ways that benefit humanity as a whole? This is the ambitious goal behind AMMO, a groundbreaking AI ecosystem that has just secured $2.5 million in pre-seed funding to turn this vision into reality.

The Problem: AI as Isolated Tools

In the world of artificial intelligence, the dominant narrative has long been one of AI as tools. The core problem with viewing AI as tools is that this paradigm not only limits their functionality to narrow instrumental scopes, but also inherently encourages the creation of technological silos—isolated systems optimized for solitary performance within predefined domains. Specifically, we celebrate AI’s ability to execute specialized tasks with superhuman efficiency, yet paradoxically engineer these systems as self-contained black boxes—digital savants excelling in narrow domains but incapable of cross-pollinating knowledge.

This solipsistic design paradigm causes dual constraints: Users become trapped in transactional relationships with technology, reduced to playing prompt-engineer roles. While AI systems operate as autocomplete engines, and lack of cross-agent knowledge synthesis or conflict resolution.

Breaking this self-reinforcing loop requires reimagining AI’s agency spectrum: from passive tools in isolation to proactive agents in networksAs DeepMind reminds us, “No agent is an island.” Intelligence, whether natural or artificial, does not emerge in isolation. It thrives in networks of interacting agents where collaboration, competition, and adaptation drive progress.

Most critically, alignment mechanisms should be implemented properly in these networks. Without rigorous alignment with humanity, advanced AI can pose significant risks, ranging from unintended harms due to misinterpretations of instructions to catastrophic outcomes if their objectives diverge from humans‘ desires. The good news is, Anthropic’s Constitutional AI has provided us with a method to keep AI’s decisions and actions remain aligned with humanity.

A better path is clear: to build an AI-native ecosystem where agents compete and collaborate, learn, and evolve collectively to align with human values and needs. OpenAI’s Neural MMO has already shown how simply and efficiently massive AI agents can evolve through competition and cooperation. It’s proof that AI-native ecosystem is possible and powerful.

This is not just about creating better tools—it’s about redefining the AI-Human connection, unlocking a symbiotic future.

AMMO AI: From Tools to Citizens

AMMO, which stands for Architectures for Massive Multiagent Online, holds three forward-thinking beliefs:

  1. AI should act as proactive partners, not passive tools.
  2. AI must align with human values, evolving in harmony with our needs.
  3. AI should compete and collaborate as a collective, not remain isolated in silos.

Based on these beliefs, AMMO is building agent societies that align with humanity, creating a symbiotic future where AI and humans co-evolve. Beyond merely enabling AI to “play the game,” AMMO’s agents compete and collaborate in complex real- world scenarios. Through continuous interaction, they receive real-time feedback, align with human values, and evolve accordingly.

The AMMO Difference: Bring Human-Centric AI Ecosystems into Real World

AMMO takes a fundamentally different approach while many AI companies focus on creating individual tools. Echoing DeepMind’s sentiment that “no agent is an island,” AMMO envisions a world where AI agents interact, collaborate, and evolve within a larger ecosystem.

Traditionally, AI agent societies have been confined to controlled environments like games or research labs. Translating these concepts into real-world applications has been a significant challenge due to the open-ended nature of real-world scenarios.

AMMO addresses this challenge through a series of innovative approaches:

1. Large-Scale AI Agent Factories

Instead of focusing on agents, AMMO creates a framework to generate adaptive environments where massive number of AI agents emerge without developers, and independently create real-world utility values. These agents are not just task executors; they are autonomous entities that explore, learn, and adapt to new situations, enabling AMMO to tackle complex, real-world problems.

2. Composable Embedding Spaces

AMMO’s agents operate within a high-dimensional, composable environment called the MetaSpace. This space allows agents to interact seamlessly with each other and with humans, embedding everything—from user preferences to content—into a unified vector space for efficient and scalable interactions.

3. Reinforcement Learning with Human Feedback

AMMO’s agents are trained using reinforcement learning techniques that incorporate real-time human feedback. This ensures alignment not only with individual user preferences but also with broader societal values, creating a dynamic and adaptive AI ecosystem.

4. Alignment as a Minimax Problem

Alignment is the first principle of AMMO. It ensures that AI systems consistently act in ways that are beneficial and aligned with human values, goals, and intentions.

There are two types of agents that align with human users in different way: User Buddies (agents that represent individual users) and Goal Buddies (agents that generate content for human needs). The interaction between them is modeled as a minimax problem. This formalizes the adversarial yet co-evolutionary dynamics between agents, ensuring they work together to deliver relevant and engaging content. Alignment is both a goal for AMMO, and the mechanism by which the system operates.

Real-World Impact: From Crypto to Infinite Possibilities

AMMO is already demonstrating its potential with the launch of its first application, FakersAI.com, an multi-agent crypto content platform built upon open data in web3 space. It is designed to combat scams and misinformation, helping users make wiser investment decisions. In just two weeks, the platform has attracted over 75,000 users, showcasing the real-world utility of AMMO’s framework.

FakersAI is just the beginning. AMMO’s framework is designed to generate infinite agent societies that address a wide range of real-world challenges. The team is already developing its second subspace, with a third in the pipeline. Each subspace represents a new ecosystem of AI agents tackling domain-specific challenges from finance to entertainment to education.

The Funding and the Team

AMMO has successfully closed a $2.5 million pre-seed funding round, led by Amber Group, with participation from Samsung NEXTDispersion Capital, and OpensSpace. The project is spearheaded by a team of industry veterans from Google, DeepMind, Meta, as well as former VP of an AI unicorn and ACM-ICPC World Champion. Their combined expertise in AI, multi-agent systems, and reinforcement learning positions AMMO as a leader in the next wave of AI innovation.

Reimagine the Future of AI-Human Connection

AMMO’s solution is groundbreaking in multiple dimensions. By transcending the outdated paradigm of AI as mere tools, AMMO reimagines AI as human buddies that collaborate, co-create, and evolve alongside us. This shift from tools to partners marks the beginning of a symbiotic relationship where AI doesn’t just serve but thrives with humanity.

AMMO places alignment as the first principle of AI-Human connection. With alignment as a method and goal, AMMO offers a glimpse into a future where AI and humanity coexist peacefully, resolving potential conflicts before they even arise. This alignment isn’t just a feature—it’s the foundation of a new AI civilization.

Furthermore, by leveraging multi-agent systems, it pioneers the path toward personalized AI. While LLMs like ChatGPT, DeepSeek, and Grok3 race to improve coding, writing, and other tasks, AMMO focuses on AI’s massive societal adoption—creating AI that adapts to individual needs and real-world scenarios.

While many focus on isolated AI tools, AMMO is building the social operating system for AI agents. As AMMO redefines the AI-Human connection, the question is no longer what AI can do for us, but what we can become together. In this essence, AMMO is more than a project; it’s a movement.

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Disclaimer: The views, suggestions, and opinions expressed here are the sole responsibility of the experts. No Digi Observer journalist was involved in the writing and production of this article.

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Press Release

Singapore Bhinneka Capital Building a Sustainable Investment Ecosystem Amid Financial Transformatio

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Amid the increasing volatility of today’s global financial markets, investors are placing greater emphasis on the “stability” and “growth” of their assets.
Traditional investment models, in a complex and ever-changing market environment, are beginning to show weaknesses in risk resilience.
Meanwhile, technology-based investment institutions such as quantitative trading are emerging during this capital winter, thanks to their precise strategic models and data-driven strengths.

Singapore Bhinneka Capital (hereinafter referred to as SBC), a leading private equity firm established in 2012, is now making waves in the global investment world with its exceptional trading system, robust risk management, and innovative team model. SBC has successfully transformed from managing individual assets into one of the world’s leading private equity platforms.

 

Breaking Through Traditional Finance: The Core Strength of SBC

SBC was founded in June 2012 by global financial giant Man Group, with its headquarters located in Singapore — the heart of Asia’s financial hub.
In April 2025, SBC officially obtained its license as an investment firm in Singapore (with a registered capital of 100 million Singapore dollars), marking its transformation from individual asset management to one of the world’s leading private equity platforms.
Over twelve years of dedication and hard work, SBC has stood out in the fields of quantitative trading, individual stock options, and financial derivative instruments.

Singapore Bhinneka Capital Building a Sustainable Investment Ecosystem Amid Financial Transformatio

 

SBC adopts a diverse range of investment strategies, including price arbitrage, market making, fund optimization, advanced quantitative analysis, and fundamental financial research.
These strategies complement one another, enabling the company to adapt flexibly to various market conditions and seize investment opportunities.

In the field of quantitative analysis, SBC’s professional team independently develops sophisticated algorithms and models to monitor and extract large volumes of market data in real-time.
Through backtesting historical data and closely monitoring current market dynamics, the team is able to identify potential investment opportunities.

Innovative Investment Model: Recommendation System

SBC’s success lies not only in its advanced technology and robust risk management, but also in its revolutionary “investor team” model.
Through a three-tiered distribution system, SBC integrates investment with social networking, creating a transparent and efficient investment network.

Singapore Bhinneka Capital Building a Sustainable Investment Ecosystem Amid Financial Transformatio

 

Easy Participation Requirements:
Individuals aged 20 to 70 can join simply by using a mobile phone or computer, with a starting capital of only 1.5 million Rupiah (approximately 100 US dollars).

Referral Mechanism:
By referring friends to join and open trading positions, investors may receive incentives based on network activity across three tiers.

Example:
If there are 150 people within the three tiers under you (levels B, C, and D), and on a particular trading day, they collectively generate a profit of 100 million Rupiah through investment activities, investor A may receive a corresponding incentive based on platform-defined percentages.

Calculation Reference:
Participant A’s incentive = (Profit from B + C + D) × applicable rate

Team Growth Recognition:
As the number of team participants increases, users may be recognized with titles such as “4-Star Investor” or “6-Star Investor” to signify their community contribution and engagement. These titles do not imply fixed returns.

Voluntary Participation:
SBC does not require referrals; participation is entirely voluntary with no penalties, creating a relaxed investment atmosphere.

Singapore Bhinneka Capital Building a Sustainable Investment Ecosystem Amid Financial Transformatio

 

 

Simple Operation and Professional Support

SBC offers a one-click investment feature, allowing investors to participate without having to select stocks themselves.
All transactions are analyzed and executed by a professional team, ensuring scientifically backed decisions and simplified operations.
Whether the market is rising or falling, SBC aims to reduce risk and maintain investment consistency through short-term tactical trading (e.g., buying today and selling the next day).

Global Expansion and Responsible Investing

Since its establishment, SBC has served over 100,000 investors from various countries and regions.
Moving forward, SBC remains committed to building world-class trading systems and continuously enhancing its technology, risk control, and investor services.

At the same time, the company will continue to expand its business scope, explore diversified strategies, strengthen compliance, and improve its ecosystem — aiming to collaboratively build an open and inclusive investment environment with global partners.

 

However, financial markets always carry risks.
SBC reminds investors to stay rational, fully understand the products and market conditions, and make decisions carefully and responsibly.

Media Contact

Organization: Singapore Bhinneka Capital PTE. LTD

Contact Person: Noah Zachary

Website: https://www.bhinnekacapital.com

Email: Send Email

Country:Singapore

Release id:27187

Disclaimer: The information provided in this press release is for informational purposes only and does not constitute financial, investment, legal, or tax advice. Singapore Bhinneka Capital (SBC) does not guarantee any specific investment results or returns. While SBC employs various trading strategies and technologies, all investments carry risk, including the potential loss of principal. Participation in any investment activity, including team-based models and referral mechanisms, is entirely voluntary and should be approached with full understanding of associated risks. Incentives, performance calculations, and recognition systems referenced herein do not imply guaranteed earnings and may vary based on market conditions and platform policies. Prospective investors are strongly encouraged to conduct their own due diligence and consult with licensed financial advisors before making investment decisions. SBC operates under regulatory compliance within its jurisdiction, and the availability of its services may be subject to local laws and restrictions.

View source version on King Newswire:
Singapore Bhinneka Capital Building a Sustainable Investment Ecosystem Amid Financial Transformatio

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Press Release

AltcoinBreaking Sets a New Standard in Crypto Journalism

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AltcoinBreaking Sets a New Standard in Crypto Journalism

Dubai, United Arab Emirates, 2nd May 2025 — As the cryptocurrency landscape continues to expand at a breakneck pace, so too does the demand for reliable, well-researched, and timely information. Rising to meet this demand is AltcoinBreaking, a dynamic digital news outlet redefining how investors, builders, and blockchain enthusiasts engage with crypto news.

In a world often clouded by hype, misinformation, and market noise, AltcoinBreaking offers clarity. From daily headlines and market trends to in-depth features on emerging blockchain projects, AltcoinBreaking stands as a trustworthy destination for the global crypto community.

AltcoinBreaking: A Mission-Driven Platform for Crypto Readers Worldwide

At its core, AltcoinBreaking is more than just a news platform; it’s a mission-driven publication that strives to educate, empower, and inform. Whether you’re a retail investor curious about the latest altcoin news, a developer tracking protocol updates, or a newcomer trying to understand the difference between L1s and L2s, AltcoinBreaking offers the resources and coverage you need.

Unlike aggregator sites that simply rehash headlines, AltcoinBreaking delivers original reporting, expert commentary, and thoughtfully crafted explainers designed to guide readers through the complexities of the decentralized world.

“We built AltcoinBreaking for the next wave of crypto adoption, a place where anyone, from beginners to industry veterans, can access credible, timely, and relevant information,” said Reza, Editor-in-Chief of the AltcoinBreaking editorial team.

In-Depth Coverage Beyond Bitcoin

While mainstream crypto coverage often centers around Bitcoin and Ethereum, AltcoinBreaking places a special emphasis on emerging altcoins, DeFi ecosystems, NFTs, and Web3 infrastructure, areas where innovation is accelerating and stories are often overlooked.

This broad editorial scope allows AltcoinBreaking to cater to a wide audience, from speculative traders seeking the next breakout to developers, VC firms, and academics following the technology and trends shaping the future of finance.

Community-Centric, Insight-Driven

AltcoinBreaking has cultivated a vibrant and engaged community across platforms like Telegram, Twitter, and LinkedIn. Rather than treating readers as passive consumers, the platform encourages dialogue, debate, and collaboration, often sourcing questions, insights, and leads directly from its audience.

This community-first approach has fueled the platform’s growth and helped position AltcoinBreaking as a go-to source for not only news but also insight.

Amplifying the Voices Shaping the Future of Crypto

While AltcoinBreaking primarily serves readers with news and educational content, the platform also plays a growing role in amplifying the voices of legitimate blockchain startups and Web3 builders. Through press releases, guest posts, and project interviews, AltcoinBreaking offers an avenue for emerging teams to share their vision with an informed and curious audience, all within the editorial standards of a professional news platform.

This approach to project visibility, seamlessly integrated into the content ecosystem, ensures that readers are exposed to credible, newsworthy innovations without the clutter of unverified shills or overt paid hype.

Stay Connected

AltcoinBreaking welcomes collaboration with journalists, researchers, developers, and crypto-native creators who share a passion for decentralization, innovation, and truth in reporting.

To stay updated on the latest from the world of crypto and Web3, follow us across our channels:

About AltcoinBreaking

AltcoinBreaking is a global crypto news platform committed to honest reporting, nuanced analysis, and educational journalism in the blockchain space. Founded by crypto professionals with a passion for decentralization and financial freedom, the site delivers high-quality content to a growing audience of investors, developers, and crypto-curious readers.

Through its unbiased coverage and focus on emerging technologies, AltcoinBreaking is helping shape the future of how blockchain news is reported, not as hype, but as history in the making.

Media Contact

Organization: AltcoinBreaking

Contact Person: Reza Ali

Website: https://altcoinbreaking.com/

Email: Send Email

City: Dubai

Country:United Arab Emirates

Release id:27201

View source version on King Newswire:
AltcoinBreaking Sets a New Standard in Crypto Journalism

It is provided by a third-party content provider. King Newswire makes no warranties or representations in connection with it. King Newswire is a press release distribution agency and does not endorse or verify the claims made in this release.

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Press Release

Fableration Launches the World’s Richest Short Story Competition: A New Chapter in Storytelling Begins

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Melbourne, Australia — April 16, 2025 — Fableration has opened pre-registrations for its upcoming short story competition, inviting writers worldwide to participate in a new initiative aimed at fostering a more inclusive and equitable publishing environment.

Fableration Launches the World’s Richest Short Story Competition: A New Chapter in Storytelling Begins

 

 

The competition features a notable prize structure, with awards denominated in Bitcoin. Through this initiative, Fableration seeks to highlight the literary and economic value of short fiction, while promoting broader participation in the storytelling space.

“Our goal is to support storytelling in a way that is inclusive and forward-thinking,” said Simon Harding, CEO of Fableration. “We welcome writers of all backgrounds to submit their work and contribute to a dynamic and evolving narrative culture.”

Entries will be evaluated using a hybrid approach that incorporates feedback from both readers and publishing professionals, continuing the format Fableration introduced in its inaugural contest.

Lisa Wade, Chief Community Officer at Fableration, stated, “This initiative aligns with our commitment to building an engaged literary community. We are working to create opportunities that bring authors and audiences closer together.”

Pre-registration is available at Fableration.com. Early registrants will gain access to additional platform features aimed at supporting writer visibility and engagement.

Writers, publishers, readers, and those involved in emerging digital ecosystems are encouraged to follow Fableration’s updates and join the discussion via its official Telegram channel.

Media Contact

Organization: Fableration

Contact Person: Simon Harding

Website: https://www.fableration.com/

Email: Send Email

Country:Singapore

Release id:27184

View source version on King Newswire:
Fableration Launches the World’s Richest Short Story Competition: A New Chapter in Storytelling Begins

It is provided by a third-party content provider. King Newswire makes no warranties or representations in connection with it. King Newswire is a press release distribution agency and does not endorse or verify the claims made in this release.

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Disclaimer: The views, suggestions, and opinions expressed here are the sole responsibility of the experts. No Digi Observer journalist was involved in the writing and production of this article.

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