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Summit Quant Capital Launches Avero OS, an AI-Powered Quantitative Copy-Trading System, Ushering in a New Era of Intelligent Investing

NEW YORK, NY  As artificial intelligence continues to accelerate the digital transformation of the global financial industry, Summit Quant Capital has officially launched its next-generation intelligent investment platform, Avero OS, an AI-powered quantitative copy-trading system designed to bring greater intelligence, efficiency, and structure to the investment process.     Avero OS integrates artificial intelligence, quantitative analysis, big-data computing, […]

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As artificial intelligence continues to accelerate the digital transformation of the global financial industry, Summit Quant Capital has officially launched its next-generation intelligent investment platform, Avero OS, an AI-powered quantitative copy-trading system designed to bring greater intelligence, efficiency, and structure to the investment process.

 

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Avero OS integrates artificial intelligence, quantitative analysis, big-data computing, institutional capital-flow monitoring, and intelligent risk-management technologies to help investors move beyond the limitations of traditional investment approaches and gain access to a more data-driven and systematic investment experience.

Unlike conventional copy-trading systems that primarily rely on manually replicating the trades of individual traders, Avero OS uses AI algorithms to analyze real-time market movements, institutional capital flows, and trading behavior. The system is designed not only to help identify potential entry and exit opportunities, but also to provide intelligent alerts that enable investors to stay informed about important changes in market conditions.

According to Summit Quant Capital, the core philosophy behind Avero OS is:

AI identifies opportunities. Data supports decision-making.
Intelligent capital tracking helps identify risks earlier.
Automated strategy execution enhances investment efficiency.

AI-Powered Decision-Making + Intelligent Copy Trading + Institutional Capital Alerts

At the core of Avero OS is an architecture built around AI-driven decision support, intelligent execution, and synchronized risk monitoring.

The platform continuously scans the stock market using deep-learning algorithms, quantitative models, and real-time market data. Its analytical framework incorporates multiple market indicators, including:

  • Institutional capital flows
  • Large capital movements
  • Major market participant trading activity
  • Sector capital rotation
  • Changes in market sentiment
  • Relative strength and trend dynamics of individual stocks

 

By combining these data points, Avero OS is designed to continuously monitor market conditions and generate system signals when significant changes occur.

Compared with traditional investment approaches that require investors to manually monitor market movements, Avero OS can continuously track market developments and notify users when potentially significant opportunities or risks emerge.

Beyond Trade Replication: Tracking the Behavior of Institutional Capital

Traditional copy-trading models generally focus on replicating the buy and sell decisions of a particular trader. However, significant market movements often begin with changes in capital flows and market behavior before they become visible through individual trading actions.

Avero OS therefore places greater emphasis on the capital-flow dynamics behind market movements.

Through its institutional capital-flow analysis models, the system is designed to identify patterns such as:

  • Sustained institutional capital inflows
  • Early positioning by large market participants
  • Potential signs of major capital outflows
  • Abnormal trading-volume and transaction activity
  • Potential signals of market trend reversals

 

When the system detects significant changes in market conditions, it generates intelligent alerts designed to help users recognize potential developments at an earlier stage.

Summit Quant Capital said the objective of Avero OS is not simply to replicate trades, but to use AI to conduct deeper analysis of market behavior, enabling investors to gain more timely insights into potential opportunities and risks.

24/7 AI-Powered Market Monitoring Designed to Reduce the Burden of Constant Market Watching

Financial markets are constantly changing, while traditional investment approaches often require investors to continuously monitor price movements, financial news, and capital-flow data.

Extended periods of market watching can be time-consuming and may also increase the influence of emotional decision-making.

Avero OS is designed to provide continuous, AI-powered market monitoring, including:

  • Real-time stock market scanning
  • Institutional capital-flow tracking
  • Monitoring of significant market events
  • Analysis of price and trading-volume changes
  • Identification of potential trading signals

 

When market conditions meet predefined model criteria, the system can deliver alerts to users through multiple channels, including:

  • Telephone alerts
  • SMS notifications
  • System push notifications
  • In-app messages

 

This functionality is designed to help investors stay informed about important market developments without having to constantly monitor their screens.

Summit Quant Capital said the value of AI extends beyond improving trading efficiency. By reducing the need for constant market monitoring, intelligent systems can allow investors to devote more time to investment planning, portfolio management, and strategy development.

Intelligent Strategy Tracking to Support Entry and Exit Decisions

Avero OS applies multidimensional data analysis to dynamically evaluate market trends.

The system incorporates:

  • Technical indicators
  • Capital-flow models
  • Quantitative factors
  • Market sentiment
  • Industry and sector trends

 

to help identify:

  • Potential accumulation and positioning opportunities
  • Periods of strengthening market trends
  • Stages of elevated risk or risk release
  • Potential timing for strategy adjustments

 

At the same time, the AI models are designed to continuously adapt their analytical logic as market conditions evolve, helping the system respond to different market cycles and environments.

Intelligent Risk Management Designed to Enhance Investment Stability

As market volatility increases, risk management has become an increasingly important component of modern investment strategies.

Avero OS incorporates an intelligent risk-management framework designed to monitor:

  • Abnormal market volatility
  • Changes in individual-stock risk
  • Capital outflow signals
  • Portfolio-level risk exposure

 

When potential risks are detected, the system can promptly issue risk alerts and provide users with information to support potential strategy adjustments.

Through AI-driven risk analysis and dynamic monitoring, Avero OS is designed to help investors reduce the potential impact of delayed information and emotionally driven trading decisions.

Bringing AI-Powered Quantitative Capabilities to a Broader Investor Base

The launch of Avero OS is intended to lower the barriers for individual investors seeking access to sophisticated investment technologies.

The platform is designed to support a range of investment objectives, including:

  • Conservative strategies
  • Balanced strategies
  • Growth-oriented strategies
  • Multi-market analysis

 

Avero OS also provides tools for:

  • Trade and transaction analysis
  • Strategy performance tracking
  • Risk-data visualization
  • Portfolio management

 

By bringing these capabilities together within an integrated platform, Avero OS aims to help users better understand investment strategies and develop a more structured and data-driven approach to investing.

Advancing AI-Powered Intelligent Investing

As artificial intelligence, big-data analytics, and quantitative technologies continue to evolve, AI is increasingly becoming an important component of the global financial ecosystem.

Summit Quant Capital said it plans to further enhance Avero OS across several key areas, including:

  • Artificial intelligence algorithms
  • Quantitative strategy research
  • Institutional capital-flow analysis
  • Intelligent risk management
  • Automated investment management

 

The company also emphasized that it will continue to focus on data security, system stability, and applicable financial-market regulatory requirements, with the goal of promoting the development of intelligent investment technologies in a more transparent and secure manner.

Industry observers believe the launch of Avero OS reflects a broader shift in investment practices—from traditional approaches centered on manual market monitoring toward a more advanced model based on real-time AI analysis, intelligent alerts, and data-driven decision-making.

As intelligent investment technologies continue to mature, investors may increasingly rely on automated systems to receive timely market information rather than spending extended periods monitoring market screens. Such technologies could enable investors to participate in global capital markets through a more efficient, systematic, and data-driven approach.

Media Contact Details
SUMMIT QUANT CAPITAL INC
418 BROADWAY STE N ALBANY, NY 12207
Email: Send Email
Website: summit-quant.com

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Tyrannus Angel Awards Announces 2026 Official Selection Celebrating the Human Spirit in AI Film

LOS ANGELES, CASelected from 636 submissions across 84 countries, 34 films advance ahead of the October 24 awards presentation at AI Film Summit Los Angeles 2026.

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Selected from 636 submissions across 84 countries, 34 films advance ahead of the October 24 awards presentation at AI Film Summit Los Angeles 2026.

Tyrannus Foundation today announced the 34 films selected for the Tyrannus Angel Awards 2026, recognizing AI filmmaking that brings together visual artistry, creative innovation, and emotionally resonant storytelling. Chosen from 636 submissions representing 84 countries, the official selection reflects the growing ability of creators around the world to use AI to tell stories that move, inspire, and connect audiences.

main announcement Tyrannus Angel Awards Announces 2026 Official Selection Celebrating the Human Spirit in AI Film
The final award recipients will be announced on October 24 during AI Film Summit Los Angeles 2026 at City Club Los Angeles.

A Place for Ideas. An Opening for Creators.

The name Tyrannus draws inspiration from the story of Paul teaching and engaging in dialogue at the school of Tyrannus. For Tyrannus Foundation, that legacy carries the spirit of a “Prince’s Academy”: a place where people from different backgrounds exchange ideas and create an influence that reaches across faiths, nations, and cultures.

“Angel” connects that vision to Los Angeles, the City of Angels. Beginning in the city that is home to Hollywood, the Awards aims to open a new doorway into the world of film for creators whose stories might previously have remained beyond the reach of traditional production.

As AI expands what filmmakers can create with limited resources, Tyrannus Angel Awards seeks to help meaningful stories find an audience—and help the people behind them find recognition, encouragement, and support. Its ambition extends to the communities those creators come from: that a filmmaker whose voice is recognized on a global stage can carry that encouragement home, illuminating new possibilities for others.

Photo 3 CREDITOS FINAIS 01 Tyrannus Angel Awards Announces 2026 Official Selection Celebrating the Human Spirit in AI Film

Recognizing the Humanity Behind the Image

The 2026 selection was guided by five considerations: visual artistry, the creative use of AI technology, storytelling ability, emotional impact, and the expression of hope and humanity.

According to the Foundation, this year’s submissions included many works with exceptional imagery and sophisticated production techniques. The final selection places particular emphasis on how those creative achievements serve the story and shape the audience’s experience.

Photo 4 14 Tyrannus Angel Awards Announces 2026 Official Selection Celebrating the Human Spirit in AI Film

The 34 selected films were chosen for their ability to leave an impression: a moment of recognition, a feeling of warmth, a renewed sense of possibility, or the pleasure of being drawn into an engaging story. The Awards values films that can entertain while giving audiences something meaningful to carry with them.

For the Foundation, these works demonstrate the emotional range emerging within AI filmmaking. Through the images and production methods, viewers can encounter the feelings, humanity, and creative soul of the people telling the stories. That connection between creator and audience is central to what Tyrannus Angel Awards seeks to recognize.

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2026 Official Selection

The following works are listed in announcement order, without ranking. Inclusion in the official selection does not indicate a final award. Award recipients will be announced on October 24.

  1. Unbreakable — Sebastian Rangel, United States
  2. Candy — Jiaze Li, United Kingdom
  3. Apocalypse Squad — Chao-Hsien Tseng, Taiwan
  4. ENOUGH — Julia Martin, Russian Federation
  5. Gabbit A Promise Kept — Wonnam Chai, South Korea
  6. If Stars Could Fall — Hsu Tien Hsiang, Taiwan
  7. INCUBUS — Julien Prevost, France
  8. Nostalgia — Guillermo Jose Trujillo, Colombia
  9. PRIZMA 1984 — Victor Korchik, United States
  10. Noor — Nishtha Shailajan, India
  11. PARADISE ISLAND — MEHMET ALİ POYRAZ, Türkiye
  12. The Pastor Says — Mikhail Wolkonsky, United Kingdom
  13. Know you again — Arnaud Tardy, France
  14. Peking Opera Paradise — Jiayang Liang, China
  15. THE THREAD — Sheikh Jayed Bin Noor, Bangladesh
  16. The First Dance — Leopoldo Joe Nakata, Brazil
  17. Damascus Call (AI Shortfilm) — Abin Alex, India
  18. Simple Things — Randell J Jackman, United States
  19. -BLUE- — TAEJOO PARK, South Korea
  20. ALEX&PROTO — Mark Vilther, Israel
  21. Diary of an exoplanet biologist — Dongyuan Ma, China
  22. The Strawberry Cake — Bluesky Lan, United States
  23. Kathársis: Reclaim the future — Guillermo Jose Trujillo, Colombia
  24. The Silent Protector — Kanishk Deshwal, India
  25. HOPE — Nabil El Allouche, Morocco
  26. ECHO — Yassine Temime, Tunisia
  27. 《MISSION MUST ARRIVE》 — Zhui Zheng, China
  28. L’Ultimo Volo — Leonard Menchiari, Italy
  29. Silent Friends — Enyu Tao, China
  30. Monkey King Legend — Emre Altay, Türkiye
  31. SKUGGADALR: The Valley of Lost Shadows — Guillermo Jose Trujillo, Colombia
  32. THE BIN CHICKEN — Sejun Hwang, Australia
  33. Kami — Dominic Higgins, Ian Higgins, United Kingdom
  34. Loud silence — Ihor Khoroshylov, Ukraine

Nine Awards Across Three Categories

Tyrannus Angel Awards 2026 will present nine awards recognizing achievement in directing, screenwriting, and production:

  • Original: Best Director, Best Screenplay, and Best Production.
  • Adaptation: Best Director, Best Screenplay, and Best Production.
  • Animation: Best Director, Best Screenplay, and Best Production.

Four special nominations will also be announced. Their specific titles will be revealed with the final results on October 24.

poster 1 Tyrannus Angel Awards Announces 2026 Official Selection Celebrating the Human Spirit in AI Film

From Recognition to an Audience

The Tyrannus Angel Awards presentation will take place during AI Film Summit Los Angeles 2026, presented by Tyrannus Foundation on October 24, from 1:00–7:00 PM at City Club Los Angeles.

Award-winning films will be shown in the Summit’s Screening Room and featured on AISCENIX through dedicated creator showcase pages, providing a place for audiences to discover the work and the filmmakers behind it beyond the event.

At the Creator Lab, attendees will experience how creators bring AI filmmaking to life through demonstrations and interactive presentations, offering a closer look at the processes that turn an idea into a cinematic experience.

Alongside the Awards, the Summit will feature conversations on film production, creative careers, distribution, and intellectual property, with opportunities for creators and industry professionals to meet and explore future collaboration.

Together, the Awards and Summit seek to connect recognition with opportunity: helping meaningful films reach audiences and supporting the creators who will shape what comes next.

For event information and tickets, users can visit aifilmsummit.com.

About Tyrannus Foundation

Tyrannus Foundation is the organization behind the Tyrannus Angel Awards and AI Film Summit Los Angeles. Its programs are designed to support creative exchange, recognize emerging approaches to AI-assisted filmmaking, and provide filmmakers with opportunities to present their work to broader audiences. Through the Awards, screenings, creator showcases, and industry programming, the Foundation seeks to connect filmmakers, creative professionals, and audiences around developments in AI-enabled storytelling.

Media Contact Details
Chantel Chang
Email: Send Email
Website: aifilmsummit.com

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Janaye Ashley Crowned Miss California US Nation 2026

LONG BEACH, Calif.The reigning Miss California US Nation 2026 continues her pageant and modeling journey following appearances at fashion events in New York and Denver.

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The reigning Miss California US Nation 2026 continues her pageant and modeling journey following appearances at fashion events in New York and Denver.

Janaye Ashley, the reigning Miss California US Nation 2026, is continuing her journey with the Miss US Nation pageant system as she prepares to advance to the national Miss US Nation competition later this year.

Janaye earned the California state title at the Miss West Coast US Nation 2026 regional pageant, where she was selected to represent California and move forward on the road to the national competition. Her state title followed the beginning of her Miss US Nation journey at the local level, where she represented the city of Long Beach as Miss Long Beach US Nation 2026.

 

5 3 Janaye Ashley Crowned Miss California US Nation 2026

 

Since becoming a titleholder, Janaye has continued building experience across pageantry, modeling and fashion events. She has participated in several Fashion Week productions, including Super Chic New York Fashion Week Winter and Super Chic Denver Fashion Week.

Her participation in Denver also expanded beyond the runway, as Janaye had the opportunity to serve as a host during the Super Chic Denver Fashion Week event.

The appearances have allowed Janaye to continue developing her presence within the fashion and pageant industries while representing the Miss US Nation organization across multiple events and markets.

Her progression from a local Long Beach title to the California state crown reflects a growing role within the Miss US Nation pageant system. Janaye is now preparing for the next stage of that journey as she advances toward the national Miss US Nation competition.

Janaye’s earlier selection as Miss California US Nation 2026 was announced following the Miss West Coast US Nation 2026 competition. She joined other regional and state titleholders selected to advance toward the national pageant.

 

6 4 Janaye Ashley Crowned Miss California US Nation 2026

 

Beyond pageantry, Janaye has also built a growing presence in modeling. Her journey has included runway appearances and fashion-focused events that have provided opportunities to work in different production environments while continuing to represent her state title.

As she moves toward the national competition, Janaye plans to continue participating in pageant, fashion and modeling opportunities while representing California within the Miss US Nation organization.

Supporters can follow Janaye Ashley on Instagram at @janayewonderfullymade for updates on her pageant journey, modeling appearances and upcoming events.

Photo Credit: JEM Studio Productions
Instagram: @jemstudioproductions

About Miss US Nation Pageants

Miss US Nation Pageants is a pageant organization that provides opportunities for titleholders to participate in regional, state and national competitions while gaining experience in modeling, fashion, public appearances and related events.

Media Contact Details
Rachel Marvilli
Email: Send Email

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McKenzie Scott’s Elite Criminal Defense Attorneys Report Favorable Outcomes in Roughly 3 of 4 Trials – Against a Federal System Where Prosecutors Win More Than 90% of the Time

San Diego, CAThe San Diego criminal defense firm’s federal trial lawyers – all alumni of Federal Defenders of San Diego, Inc. – bring 80+ years of combined experience and 80+ jury trials to clients facing federal charges across Southern California, including San Diego and Los Angeles. McKenzie Scott PC, a San Diego-based civil rights and criminal defense […]

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The San Diego criminal defense firm’s federal trial lawyers – all alumni of Federal Defenders of San Diego, Inc. – bring 80+ years of combined experience and 80+ jury trials to clients facing federal charges across Southern California, including San Diego and Los Angeles.

McKenzie Scott PC, a San Diego-based civil rights and criminal defense firm, carries a significant federal trial record behind its criminal defense practice:

Across more than 80 jury trials, approximately three-quarters of the firm’s criminal cases have resulted in acquittals, hung juries, or success on appeal.

That figure runs directly counter to the odds most federal defendants face. Federal prosecutors secure convictions in more than 90% of adjudicated federal cases. Moreover, in fiscal year 2022, they won roughly 83% of the cases that actually reached a verdict at trial – 1,379 defendants found guilty against 290 acquitted, according to Administrative Office of the U.S. Courts data analyzed by the Pew Research Center.

 

1 14 McKenzie Scott's Elite Criminal Defense Attorneys Report Favorable Outcomes in Roughly 3 of 4 Trials – Against a Federal System Where Prosecutors Win More Than 90% of the Time

 

A Team Trained Where Federal Trials Are Actually Tried

The firm’s federal criminal defense practice is built entirely from alumni of Federal Defenders of San Diego, Inc., the Federal Community Defender Organization appointed to represent people accused of federal crimes in the Southern District of California – one of the busiest and most-demanding federal criminal dockets in the United States.

Founding partners Michele Akemi McKenzie and Tim Scott each began their careers as criminal trial attorneys at Federal Defenders, where they spent nearly two decades defending clients charged primarily with drug and immigration offenses. Trial attorneys Marcus Bourassa, Michelle Angeles, and Lauren Mellano also served at Federal Defenders, where they tried federal criminal cases to verdict, argued appeals before the Ninth Circuit Court of Appeals, raised novel constitutional challenges to federal prosecutions, and presented before the California State Assembly’s Committee on Public Safety.

That shared background is unique in private practice. Most criminal defense lawyers move directly into private work and try comparatively few federal cases. Federal Defenders lawyers try them constantly, against the same U.S. Attorney’s Office, in front of the same district judges, under the same federal rules.

What the Firm’s Criminal Defense Team Handles

McKenzie Scott represents clients facing federal investigations and prosecutions brought by the FBI, DEA, DHS, ICE, Secret Service, and IRS, including:

 

The firm also maintains an active federal appellate practice, with dozens of successful appeals before the Ninth Circuit Court of Appeals.

Serving Clients Across Southern California

McKenzie Scott’s office is located in downtown San Diego, blocks from the U.S. District Court for the Southern District of California, and the firm represents clients throughout California and nationwide – including clients facing charges in the Central District of California in Los Angeles.

Free case evaluations are available at (619) 794-0451 or at https://mckenziescott.com/federal-criminal-defense-attorney/.

Frequently Asked Questions

What is the federal conviction rate?

More than 90% of adjudicated federal criminal cases end in a conviction, largely because roughly 90% of federal defendants plead guilty. Among cases that reach a verdict at trial, federal prosecutors convicted about 83% of defendants in fiscal year 2022.

Why does a lawyer’s Federal Defenders background matter?

Federal Defenders offices handle high volumes of federal criminal cases and try them to verdict. Attorneys who trained there accumulate federal trial and Ninth Circuit appellate experience that most private practitioners never get, because federal trials are rare.

Can any criminal defense attorney represent me in federal court?

No. Generally, only an attorney admitted to practice in the federal district court where charges are filed may represent a defendant there. Federal procedure, evidence, and sentencing differ substantially from state practice.

What should I do if federal agents contact me?

Decline to answer questions, state clearly that you want to speak with a lawyer, and contact a federal criminal defense attorney immediately. Statements made to federal agents before you have counsel can permanently damage a defense.

Does McKenzie Scott handle cases in Los Angeles?

The firm represents clients in federal courts across California, including the Central District of California.

About McKenzie Scott PC

McKenzie Scott PC is a notable San Diego criminal defense law firm representing clients in federal and state criminal matters, police misconduct and civil rights litigation, and personal injury cases. The firm’s attorneys bring more than 80 years of combined federal criminal experience and a trial record built at Federal Defenders of San Diego, Inc. The firm is located at 1350 Columbia Street, Suite 600, San Diego, California 92101.

Learn more at https://mckenziescott.com. For a free and confidential criminal defense attorney case evaluation, click here.

Contains attorney advertising. Results described reflect outcomes in prior matters and depend on the specific facts and circumstances of each case. Past results do not guarantee, warrant, or predict a similar outcome in any future matter. This release is informational and does not constitute legal advice or create an attorney-client relationship.

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