Bryan Yap@amataplayerone

The deepfake threat has evolved from a hypothetical concern into a significant financial and social risk. With the market for deepfake technology projected to reach $7.27 billion by 2031 and fraud losses already exceeding $410 million in the first half of this year, the need for effective solutions is more urgent than ever. Current detection tools are falling short; human accuracy in spotting deepfakes is as low as 0.1%, while even leading AI models have limitations. Fact-Forensics is an intelligent agent designed to operate on the Coral Protocol agents ecosystem to combat this challenge head-on. Built with LangChain, our project is designed to be LLM provider agnostic, functioning with services like OpenAI, Mistral, or Gemini. This modularity allows us to leverage specialised capabilities, such as using Mistral's advanced image understanding to analyse uploaded content and Tavily for web searches to cross-reference information online. Our innovation empowers citizens directly, building a more trustworthy online environment.

PoMAIA (Podcast Marketing AI Assistant) is an intelligent system designed to take source content, targeted at podcast transcripts, and turn them into bite sized content which can be used in marketing material. ## Problem The project was born from the frustration of managing social media. Our team also runs a podcast, the Amata World Podcast, which has been our passion project for some time. While speaking with guests about different topics are fun, having to manage social media and marketing on top of running this podcast has been a real energy drain. We believe we are not the only ones in this predicament. Passion projects often don’t go the extra mile because of the lack of investment in areas like marketing and social media management. We want to simplify the content creation process, so forward thinkers spend more time on the parts that matter the most. ## Solution Introducing PoMAIA, an intelligent system that takes your content (any text content, from podcast transcripts to blog posts) and produces bite sized content. Given the time constraints, we could only demonstrate the feasibility of building the solution to produce simple text content, but we envisage this could do so much more. ## Technology We wanted this demo to be as accessible as possible, which is one of the reasons why we opted to build it to work entirely client-side. We used gemma2, loaded on the browser using WebLLM, to perform the heavy lifting. Various components of langchain are also used to pre-process the input text. ## Features - Content summarisation with tagging, alternative titles and a short summary - Highlight key points in the provided text which can be quoted in short-form content like TikTok or Twitter/X/Bluesky posts - Simple and easy-to-use UI - Regenerate parts which are unsatisfactory ## Future Plans We are committed to continuing this project, at the very least, this will take the Amata World Podcast to the next level

Join the Internet of Agents Hackathon to build real-world, rentable agents using Coral Protocol and Solana-powered payments. 📅 September 14–21, 2025 Sept 14–21: Build online with global innovators. Submit projects by the deadline. Sept 20 (NYC): On-site build day at Solana Skyline (invitation only). Sept 21 (NYC): Live pitches, networking, and winner announcements. 🧠 Mentorship from experts and Coral specialists throughout. 🤝 Participate solo or in teams. 📍 Travel and accommodation not covered. 🚀 Sign up now to secure your spot before the Kick-Off Stream!

This is your chance to push boundaries, solve real-world challenges, and create impact at the official hackathon of the RAISE Summit 2025 at one of Paris's most iconic venues: Le Carrousel du Louvre. 📅 July 4–8, 2025 — Collaborate online with a global community of innovators. 🏛️ July 8–9, 2025 — Limited on-site access to the RAISE Summit in Paris (300 participants), exclusively for selected teams. 🏆 July 9, 2025 — Winners will be announced live on stage during the RAISE Summit. 🌟 Expert mentors will guide you throughout your hackathon journey. 🤝 Work solo or build your dream team to create something extraordinary. 💰 Compete for a share of up to $150,000 in prizes. 🔒 Sign up before the Kick-Off Stream to secure your spot!

It’s a great opportunity to: 🚀 Leverage Google’s advanced Gemma 2 models to create cutting-edge solutions. 💰 Access resources to support your project development. 🌟 Receive guidance from expert mentors throughout the hackathon. 🤝 Work solo or in teams to bring your ideas to life. 🏆 Compete for a chance to choose from unique Google swag and enjoy an opportunity to meet the Gemma team for the best solutions! 🧑🏻‍💻 Sign up before the Kick-Off Stream to secure your spot! 🗓️ On-site Workshops: Join us in-person at Google Cloud Space in London on 28th November from 5:00 PM to 9:00 PM UK time (GMT) for hands-on workshops