Press Release
AMMO AI Raises $2.5M Pre-Seed to Build AI Agent Societies with Real-World Impact

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 networks. As 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:
- AI should act as proactive partners, not passive tools.
- AI must align with human values, evolving in harmony with our needs.
- 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 NEXT, Dispersion 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.
Crypto
Radiant Capital Shuts Down After 18-Month Struggle to Recover From $50M Lazarus Group Hack
This one doesn’t have a silver lining. On June 1, 2026, the Radiant Capital DAO announced it was winding down operations — ceasing all active development after failing to recover stolen funds or secure new capital following the October 2024 exploit that drained roughly $50 million from the protocol. The shutdown marks the end of what was once one of the more ambitious cross-chain lending projects in DeFi.
RDNT is currently trading at approximately $0.00168, down 3.45% in the past 24 hours — a shadow of its former self. The token peaked near $0.50 in 2023. The collapse from there to effectively zero is one of the starkest examples of what a single catastrophic exploit can do to a protocol’s trajectory.
How the Attack Unfolded
In October 2024, attackers compromised Radiant Capital through a highly advanced malware injection that breached multiple developers’ hardware wallets simultaneously — a sophisticated supply-chain style attack that bypassed the protocol’s multisig security assumptions.
The hack was later attributed to North Korea’s Lazarus Group, and on-chain analysis revealed the group had turned the stolen $53 million into over $102 million by the time the shutdown was announced — a grim detail that underscores both the sophistication of state-sponsored crypto theft and the near-impossibility of recovering from it through legal or on-chain means.
The tactics used in the attack subsequently appeared in other major crypto incidents. In April 2026, Drift Protocol said it had medium-high confidence that the same actors behind the Radiant breach were responsible for a separate exploit against its platform — with the group spending months building trust with contributors through conference meetings and professional contacts before deploying malicious tools.
18 Months of Failed Recovery
What makes Radiant’s story particularly difficult is that the team genuinely tried. For a year and a half after the exploit, the DAO explored paths to recovery — new capital raises, restructuring options, community governance mechanisms. None of it worked.
The protocol had once ranked among the largest cross-chain lending platforms in DeFi, with TVL reaching $386.8 million in December 2023. By early June 2026, TVL had fallen to approximately $1.4 million across chains, with active loans near $866,000 — effectively an empty shell of what the protocol had been.
The DAO’s announcement confirmed there was no viable path forward. Borrowing and incentives have been stopped, and the protocol has entered a maintenance state rather than a full decommission — meaning users can still withdraw funds and manage existing positions, but no new activity is possible.
What Existing Users Need to Do
Radiant Capital has stated it will continue attempts to recover the funds stolen in the 2024 exploit, and affected users can access a remediation portal to seek those funds. That process is likely to be slow and uncertain, but it represents the only remaining avenue for users who suffered losses in the original attack.
For anyone still holding positions in the protocol, the priority is straightforward: existing positions can still be managed, but withdrawal conditions depend on current utilization and market dynamics — and with liquidity declining and yields at zero, waiting carries its own risks. Getting out now rather than hoping for improved conditions is the more prudent approach.
The Radiant shutdown is a case study in what the DeFi industry has been grappling with since the Lazarus Group began targeting protocols systematically — that technical security alone isn’t enough when attackers are willing to spend months infiltrating teams at the human level. Hardware wallet compromises across multiple developers simultaneously suggest an operational security failure that no smart contract audit could have prevented.
RDNT’s price tells the rest of the story.
Crypto Currency
Why Stablecoin Payments Are Emerging as the Future of Cross-Border Transactions
As global commerce becomes increasingly digital, businesses are searching for faster, more efficient ways to move money across borders. Traditional international payment systems, while reliable, often involve multiple intermediaries, lengthy settlement times, and significant transaction costs.
In response, stablecoins are emerging as one of the most important innovations in modern financial infrastructure, offering businesses a new approach to global payments, liquidity management, and settlement.
The Challenges of Traditional Cross-Border Payments
For decades, international transactions have relied heavily on correspondent banking networks. While these systems have enabled global trade at scale, businesses frequently encounter challenges such as:
- Multi-day settlement times
- High foreign exchange and wire transfer costs
- Limited operating hours
- Multiple intermediary banks
- Reduced transparency throughout the payment process
For companies operating across multiple markets, these inefficiencies can create unnecessary delays and working capital constraints.
Why Stablecoins Are Gaining Momentum
Stablecoins are digital assets designed to maintain a stable value, typically by being pegged to a fiat currency such as the US Dollar.
Unlike traditional international transfers, stablecoin transactions can be settled on blockchain networks within minutes, operating 24 hours a day, seven days a week.
This combination of speed, accessibility, and efficiency has attracted growing interest from payment providers, fintech companies, exporters, importers, and businesses engaged in international trade.
Major financial institutions and payment companies, including Visa, Mastercard, Stripe and PayPal, have all explored or expanded initiatives involving stablecoin settlement and blockchain-based payments, highlighting the growing relevance of digital asset infrastructure within the broader financial ecosystem.
Stablecoins and Business Treasury Management
Beyond payments, stablecoins are increasingly being incorporated into corporate treasury strategies.
Organizations operating across multiple jurisdictions often face challenges related to liquidity management, foreign exchange exposure, and capital deployment.
Stablecoins offer businesses an additional tool for managing value transfer, facilitating faster settlements, and improving operational flexibility when interacting with international partners and service providers.
As adoption increases, many organizations are beginning to view digital assets not simply as investment products, but as practical financial infrastructure.
The Evolution of Financial Infrastructure
The financial industry has undergone significant transformation over the past decade.
Cloud computing changed how businesses access software. Mobile technology changed how consumers access financial services. Today, blockchain technology is creating new possibilities for how value moves around the world.
The next phase of financial innovation is likely to be driven by infrastructure that prioritizes speed, transparency, accessibility, and interoperability.
Stablecoins are increasingly positioned at the center of this evolution.
Andrew Cruz, Chief Executive Officer of MoonExe, believes the industry is entering a period where utility will drive adoption.
“The conversation around digital assets is shifting. Businesses are increasingly focused on practical applications such as payments, settlements, and liquidity management rather than speculation alone,” said Cruz.
“Stablecoins have demonstrated that blockchain technology can solve real-world challenges by enabling faster and more efficient movement of value across borders. We believe this trend will continue as businesses seek alternatives that better match the pace of today’s global economy.”
“The future of finance will not be defined by a single technology, but by how different systems work together to create more efficient financial networks. Digital assets and stablecoins will play an important role in that transition.”
Looking Ahead
As regulatory frameworks continue to mature and institutional participation increases, stablecoin adoption is expected to accelerate across multiple industries.
Businesses seeking greater efficiency, improved liquidity access, and faster settlement capabilities are increasingly evaluating digital asset-powered solutions as part of their long-term financial strategy.
The growing role of stablecoins represents more than a technological innovation—it reflects a broader evolution in how value is exchanged within the global economy.
About MoonExe
MoonExe is a financial technology company focused on digital asset infrastructure, blockchain-powered financial solutions, and global digital economy initiatives. Through its commitment to innovation, accessibility, and technological advancement, MoonExe seeks to support the evolution of modern financial services and the next generation of global value exchange.
Press Release
TheContentForge Explodes Onto the Scene as the AI-Powered Content OS Built for Web3’s Biggest Brands

May 21, 2026 — Following a highly anticipated launch yesterday, TheContentForge is already emerging as one of the most talked-about AI platforms in the Web3 and digital media space, positioning itself as the definitive content operations operating system for modern social teams, creator brands, agencies, founders, and crypto-native companies.
Built for the new era of high-speed digital execution, TheContentForge combines AI-powered content generation, publishing workflows, video repurposing, analytics, competitor intelligence, and Web3-native data systems into one unified platform designed to eliminate fragmented workflows and scale online growth faster than ever before.
The launch was powered through the Eitherway AI Launchpad and represents one of the flagship AI applications to emerge from the Eitherway ecosystem — showcasing the future of AI-native software development combined with Web3 infrastructure.
Unlike traditional content tools that rely on disconnected AI chats, spreadsheets, schedulers, clipping software, and analytics dashboards, TheContentForge centralizes the entire content lifecycle into a single intelligent operating system built for speed, consistency, and real-time execution.
At the center of the platform is a simple philosophy:
“The best-performing content teams are no longer guessing. They are operating on systems, intelligence, and feedback loops.”
Core Platform Features
Content Forge
Advanced AI generation workflows for posts, threads, hooks, replies, rewrites, engagement responses, campaigns, captions, summaries, and real-time reactions to breaking market news.
Video Forge
A long-form-to-social engine capable of transforming podcasts, livestreams, interviews, and videos into short-form clips, captions, quotes, teaser copy, summaries, and distribution-ready content.
Brand Voice Infrastructure
Custom voice systems that allow teams to define tone, vocabulary, messaging rules, positioning, and style examples so every contributor maintains consistent branding across all platforms.
Publishing & Campaign Systems
Integrated scheduling, approvals, campaign planning, content tracking, manual logging, and multi-platform publishing operations designed for modern social teams.
Pattern Recognition & Competitor Intelligence
Built-in analytics that identify winning hooks, posting structures, engagement patterns, competitor trends, and high-performing formats over time to improve strategy through actionable insights.
Web3 Intelligence Layer
Integrated crypto-native tooling including read-only wallet tracking, DeFi monitoring, token activity analysis, prediction market signals, and ecosystem intelligence for digital asset teams.
“The best social teams aren’t posting randomly anymore. They’re building systems that learn,” said Josh, founder of TheContentForge.
“TheContentForge was designed to turn every post, video, trend, and signal into a sharper next move.”
Josh brings more than six years of operational experience as COO of CryptosRus, one of crypto’s most recognized media operations, alongside deep experience in IT systems, digital marketing, and high-volume content execution. That operational background directly shaped TheContentForge into a platform designed for serious operators and scalable brands — not casual posting.
Built With Eitherway AI Infrastructure
TheContentForge was developed using Eitherway AI, a full-stack AI application development platform that allows builders to generate, deploy, and tokenize production-grade applications directly from prompts.
Eitherway integrates major Web2 and Web3 infrastructure providers including Anthropic Claude, Supabase, Stripe, Helius, Solflare, Pyth Network, Filecoin, and Google Cloud into a unified development environment native to the Solana ecosystem.
The successful launch of TheContentForge highlights the accelerating capabilities of AI-powered software generation and positions Eitherway’s launchpad ecosystem as a rising incubator for next-generation AI and Web3 applications.
Major Partnership Announcements Expected Soon
Following yesterday’s launch, momentum around TheContentForge continues to build rapidly, with several major strategic partnerships, creator collaborations, and ecosystem integrations already lined up to be announced in the coming days.
Industry attention surrounding the platform has grown quickly as projects, founders, creators, and agencies begin exploring AI-native content operations as the next evolution of digital growth infrastructure.
TheContentForge is available now with monthly and quarterly subscription options, while founder-led demos and onboarding sessions are currently available upon request.
Built for Scale, Security, and Long-Term Credibility
In an industry often criticized for anonymity, short-term projects, and weak operational standards, TheContentForge is taking a fundamentally different approach.
TheContentForge operates as a registered LLC based in the United States, officially established in Illinois — providing users, brands, agencies, creators, and enterprise partners with a level of legal structure and operational transparency rarely seen across the Web3 landscape.
The platform is also PCI compliant, a major security and infrastructure milestone that reflects enterprise-grade standards for handling payment systems and sensitive customer data. Achieving PCI compliance is uncommon within the crypto industry, where many projects prioritize speed over long-term operational integrity. For TheContentForge, security, trust, and scalability were built into the foundation from day one.
Additionally, the company maintains an A+ business rating standard, reinforcing its commitment to professionalism, reliability, customer trust, and long-term ecosystem development.
As institutional interest and mainstream adoption continue accelerating across AI and Web3, platforms capable of combining innovation with real-world operational standards are expected to stand out significantly from the broader market.
TheContentForge is positioning itself not simply as another AI tool — but as a legitimate long-term technology company built to scale globally.
About TheContentForge
TheContentForge is an AI-powered social intelligence and content operations platform built for Web3 projects, creator-led brands, agencies, founders, and media teams. The platform combines AI-native content generation, video repurposing, publishing workflows, analytics, competitor intelligence, brand voice systems, and Web3 intelligence into one unified workspace built for modern digital growth teams.
Website: https://thecontentforge.io
X: https://x.com/TheContentForge
CA: gLEXZ2kAfuYkpeeSzrEMbakiNeqAAZ3TsKiY9Can8pE
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