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Source channel @githubtrending · Post #15445 · Jan 28

#python#agentic_ai#agents#ai#ai_agents#realtime#stt#tts#video_agents#video_ai#vision_ai#voice_ai Vision Agents is an open-source Python framework by Stream to build real-time AI agents that watch video, listen to audio, and respond instantly with low latency under 30ms. It integrates YOLO, Roboflow, OpenAI, Gemini, and 25+ tools for apps like golf coaching, security cameras detecting theft, or phone assistants. Install easily with `uv add vision-agents`, use free Stream credits, and deploy on any video network. You benefit by quickly creating smart video AI for gaming, safety, or coaching without vendor lock-in, saving time and costs on custom builds. https://github.com/GetStream/Vision-Agents

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Crypto M - Crypto News

@CryptoM · Post #64912 · 04/10/2026, 09:17 AM

🚀 Crypto Startups Face High MiCA Compliance Costs in EU Crypto startups in the European Union are encountering significant financial challenges due to the compliance costs associated with the Markets in Crypto-Assets (MiCA) regulation. According to NS3.AI, the licensing expenses alone range from €250,000 to €500,000, posing a substantial burden on smaller firms. Austria's Financial Market Authority provides licensing timelines of less than six months, while Germany has reduced the transition period to 12 months. This has intensified the pressure on companies unable to manage the increased compliance costs. #Crypto#Startups#EU#MiCA#Compliance#Regulation#Finance#Licensing#Costs#FinancialChallenges

Crypto M - Crypto News

@CryptoM · Post #64882 · 04/10/2026, 06:45 AM

🚀 Ondo Explores Challenges in Stock Perpetuals Stock perpetuals have faced persistent challenges, according to PANews. Ondo, a financial services company, has identified a three-layered structural explanation for these difficulties. The first issue is the inherent complexity of stock perpetuals, which can deter potential investors. Unlike traditional stock investments, perpetuals require a deeper understanding of financial derivatives, making them less accessible to the average investor. Secondly, the market infrastructure for stock perpetuals is not as developed as that for other financial instruments. This lack of infrastructure can lead to inefficiencies and increased costs, further discouraging participation. Lastly, regulatory uncertainties surrounding stock perpetuals contribute to their underperformance. The evolving nature of financial regulations can create an unpredictable environment, making it challenging for investors to commit to these instruments. Ondo's analysis highlights the need for improved education, infrastructure, and regulatory clarity to enhance the performance and adoption of stock perpetuals. #Ondo#StockPerpetuals#FinancialChallenges#InvestmentComplexity#MarketInfrastructure#RegulatoryUncertainty#FinancialDerivatives#InvestorEducation#FinancialRegulations#StockMarket#ONDO

Crypto M - Crypto News

@CryptoM · Post #64704 · 04/09/2026, 03:10 PM

🚀 Gunzilla Games Faces Wage Delays Amid Token Decline Gunzilla Games is experiencing significant financial challenges, with employees reporting wage delays of up to five months. According to NS3.AI, CEO Vlad Korolev has stated that some payments are being scheduled to align with the company's cash flow. Several employees, including senior game programmer Vladyslav Spitkovskyi, are seeking compensation through the European Union legal framework. Additionally, the GUNZ token, integral to Off The Grid's in-game economy, has seen a substantial decline, dropping nearly 86% since its launch last year. #GunzillaGames#WageDelays#FinancialChallenges#TokenDecline#GUNZToken#OffTheGrid#GameDevelopment#EmployeeCompensation#EuropeanUnion#VladKorolev