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

Published

5 months ago

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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:

  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 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.

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Press Release

An Insight Into Delta Exchange: A Leading Crypto Derivatives Trading Platform

Published

2 weeks ago

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July 15, 2025

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India’s crypto market has moved beyond buying and holding digital coins. In the modern landscape, traders are exploring more advanced strategies like crypto derivatives (futures and options) to maximise profits and manage risks effectively in the volatile market. 

As crypto adoption grows and innovation unfolds, the Indian crypto market is expected to cross $10 billion in revenue, with 123+ million users by 2026. With this growing demand comes the need for more structured, flexible, and accessible crypto trading platforms. This is where Delta Exchange comes into the picture.

Delta focuses exclusively on crypto derivatives trading and offers a space where you can explore the market and trade futures and options contracts on some of the major cryptocurrencies. In this post, we’ll discuss how Delta Exchange fits into India’s evolving crypto sector, what it brings to the table, and why it’s becoming the preferred choice for those looking beyond the basics.

Delta Exchange at a Glance

Delta Exchange has positioned itself as one of the best crypto derivatives trading platforms for Indian and global users – thanks to its active focus on security, compliance, and a growing suite of product offerings. 

Delta, under the Financial Intelligence Unit (FIU), provides Indian users with some clarity in the crypto derivatives space. With the capability of handling daily trading volumes of over $4 billion, the Delta Exchange app simplifies access and trading, especially for the country’s young, tech-savvy population, which is showing a deep interest in derivatives. 

With advanced crypto analysis tools and safe regulations, Delta gives you an edge in a fast-moving market and seems to be scaling right alongside it. 

What Makes Delta Exchange Unique for Crypto Derivatives?

Delta Exchange has built a strong user base by offering features that directly serve the needs of crypto derivatives traders. 


Source | Trade crypto derivatives (futures) on major cryptocurrencies 

Here’s what makes it stand out in the crypto derivatives trading space:

  1. Multi-asset futures and options

You can access multiple contracts, including BTC, ETH, SOL, XRP, and several other altcoins. Whether you’re interested in perpetual futures or options with daily, weekly, or monthly expiries, the platform covers it all. An extra layer of convenience is added by the INR-based trading, which makes entries and exits smoother, without any currency conversions.

  1. Strategy builder and advanced tools

Delta supports multi-leg setups with a simple strategy builder, helping you create complex trades without overcomplicating the process. Features like basket orders save time on execution, and margin trading gives more flexibility with capital – all within the Delta Exchange app.

  1. Real-time risk controls

To manage risks better, Delta offers built-in payoff charts, integrated stop-loss settings, and a demo account for testing before investing a real amount. Automated trading bots are also available for those who prefer a rules-based execution approach. 

  1. Strong customer support

Through a ticket-based support system, most issues see quick resolution. If you’re new to crypto derivatives or want to handle a large volume of trades, the platform’s 24/7 customer support is available. 

All this makes Delta Exchange a reliable derivatives exchange platform for trading crypto futures and bitcoin options chain. 

Delta Exchange is Designed for All Types of Traders

Delta strikes a balance between simplicity and innovation for both newcomers and experienced traders. If you’re a beginner, you can practice crypto derivatives trading using the demo mode or by placing small-lot trades, with a minimum amount as low as ₹5,000 for BTC and ₹2,500 for ETH. 

For experienced traders, there’s no shortage of advanced features. You’ll find 100x leverage, margin tools, and a variety of deep ITM and OTM futures and options contracts. The platform allows you to start small, test strategies, and gradually move to high-volume trades, once you’re confident enough. 

Trading on the Go with the Delta Exchange App

The Delta Exchange app provides a clean and responsive interface for those who prefer to trade on the go. Available for both Android and iOS, it brings key features of the desktop platform to mobile – including live price tracking, position management, and smart alerts.

To get started, simply visit the official website, sign up, complete your basic Know Your Customer (KYC) process, and you’re ready to deposit INR directly. You can explore a wide range of futures and options contracts, track markets in real time, and withdraw INR when needed. 

It’s a comprehensive crypto derivatives experience, ideally suited for you if you want to stay connected to the larger crypto market.

Final Thoughts

If you’re looking to go beyond buying and holding, Delta Exchange opens up opportunities to actively manage exposure through tools like futures and options, margin trading, INR-based contracts, and much more. 

As more traders look to build intent-led investment portfolios, crypto derivatives trading on platforms like Delta is shaping what the next phase of participation might look like. 

Disclaimer: Crypto trading carries inherent risks due to its high volatility. This article is for informational purposes only. Kindly do your own research and consult experts before making any investments in crypto.

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Press Release

BigPictureCoin Launches Global Presale as Bitcoin Surges Past $122,000

Published

2 weeks ago

on

July 15, 2025

By

  • A New Layer 1 Blockchain Aims to Bring Bitcoin-Grade Tech Into Real-World Use

As Bitcoin reaches historic highs above $122,000, a new blockchain project is making waves by bringing crypto infrastructure into real-world commerce, media, and creator economies. BigPictureCoin (BPC) has officially launched its public presale, now live exclusively at www.BigPictureCoin.com.

Built on Substrate—the same architecture that powers Polkadot—BigPictureCoin is a fully independent Layer 1 blockchain, not a token on Ethereum or Solana. It offers high throughput, low fees, and seamless interoperability designed to power everyday financial and media applications.

Co-founded by Peter Kallinteris and John Sill, BPC is operated from both Hollywood and Athens, and is fully registered in Greece, adhering to U.S., EU, and international compliance standards.

“BigPictureCoin isn’t just another blockchain. It’s infrastructure for the real-world digital economy—decentralized, modular, and built for creators, innovators, and everyday users,” said co-founder John Sill.

Presale Details

  • Token Symbol: $BPCB (Not yet launched)
  • Total Supply: 500 Billion
  • Initial Circulating Supply: 10 Billion
  • Presale Allocation: 100 Billion
  • Presale Price: $0.001 per $BPCB
  • Soft Cap: $2 Million
  • Hard Cap: $10 Million
  • Transaction Fee: 0.1% — routed to a transparent development wallet
  • Website: www.BigPictureCoin.com

The presale is exclusively hosted on the project’s official website. No exchanges or third-party platforms are authorized. Contributions can be made using supported cryptocurrencies (ETH, BTC, USDT, SOL), with no account setup or registration required.

A Decentralized Blockchain with Real-World Purpose

Unlike traditional Layer 1 projects, BigPictureCoin has:

  • No founder or investor token allocations
  • A three-year locked reserve for presale and airdrop use only
  • Transparent governance, with no centralized control
  • A legally structured, compliance-first framework

“Other chains, like Cardano, often delay real-world usability through complex governance. BigPictureCoin is modular, fast, and immediately usable,” said cofounder Peter Kallinteris.

Designed for Global Utility

BigPictureCoin is building an open-source, non-custodial, fiat-integrated ecosystem that connects blockchain infrastructure to real-world industries— including media, entertainment, e-commerce, and creator monetization. The project is currently undergoing its first capital raise. A strategic Series Round, valued at over $400 million, is in development with announcements expected soon.

Key Highlights

  • Built on Substrate – fast, scalable, and future-proof
  • Fully independent blockchain – not a token or sidechain
  • Registered in Greece – legally compliant for global operations
  • Fair launch – no team or investor token advantage
  • Presale-only access – no external launchpads or listings
  • Transparent fee model – 0.1% routed to a public development wallet
  • Backed by global partners – to be announced

How to Participate

The public presale will close automatically once the $10 million hard cap is reached. This is the only authorized opportunity to access BPCB prior to exchange listings.

Visit www.BigPictureCoin.com to participate.

BigPictureCoin is registered in Greece and operates in accordance with applicable U.S., EU, and international regulatory standards. This press release is for informational purposes only and does not constitute investment advice.

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Press Release

Following $600M Token Launch, EstateX Names Former RE/MAX CEO as New Web2 Head

Published

3 weeks ago

on

July 8, 2025

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In the wake of one of the most successful token launches of the year, EstateX is proud to announce the appointment of Steve Craggs as its new Chief Executive Officer of Web2.

Formerly the CEO of RE/MAX England & Wales, Steve Craggs brings decades of leadership in real estate, business development, and international expansion. Under his guidance, RE/MAX England & Wales solidified its presence in one of the UK’s most competitive markets. Now, he joins EstateX at a pivotal moment in the project’s journey, just days after the $ESX token debuted to a $600M fully diluted valuation and secured listings on Kraken, MEXC Global, HTX, Raydium, and Uniswap.

Steve’s appointment reflects EstateX’s commitment to bridging traditional real estate expertise with Web3 innovation. With his deep understanding of property markets and investor behavior, he will lead the next phase of the company’s roadmap, scaling real-world property integrations, expanding the AI-powered Homie ecosystem, and positioning EstateX as a global leader in tokenized real estate.

Steve Craggs said: “I’ve been watching the guys in EstateX over the past few years work tirelessly to achieve this historic launch, and I’m so very proud to accept this appointment. I believe together we can now add the additional layers that will set EstateX apart from the rest. We have seen how partnerships with DAMAC of other RWA projects significantly boosted the presence of the RWA arena, a big turning point for the crypto industry. My new position as CEO allows me to work more closely with my global connections and bring multiple  significant partnership deals to EstateX. Tokenisation of Real World Assets is the future of real estate and I’m very excited to be driving this global machine.”

EstateX’s early momentum continues to pick up speed, bolstered by a wave of strategic hires, upcoming real-world property announcements, and a blockchain infrastructure designed for onboarding the next generation of RWA (real-world asset) projects.

With a CEO rooted in traditional real estate and a team fluent in crypto-native culture, EstateX is uniquely positioned to redefine property ownership and access on a global scale.

About EstateXEstateX is a Web3 platform revolutionizing real estate through asset tokenization, AI powered financial tools, and blockchain infrastructure. By allowing fractional ownership and easy on-chain access to property markets, EstateX is creating a new gateway to the global real estate investment.

Check out $ESX today:

Token: tge.estatex.eu
Telegram: https://t.me/estatexofficial
LinkTree: linktr.ee/estatexeu

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