New York, NY, September 7th, 2026, FinanceWire

Private AI equity fund becomes one of the first investment vehicles in the world to integrate a purpose-built LLM into the daily management of a live equity portfolio

Cipheras Group, the investment manager of Apex AI Fund, today announced the full deployment of its proprietary large language model, Apex LLM v2.4, as a core analytical component of the fund’s live investment process. The model has reached 290 billion parameters trained on financial and technology-sector data, and is now processing in excess of 2.4 million data points daily with an average signal latency of 94 milliseconds.

The deployment positions Apex AI Fund among the first private investment funds globally to integrate a purpose-built, proprietary large language model into the active daily management of a live equity portfolio.

A Model Built for Investment Intelligence

Apex LLM v2.4 was developed exclusively for financial investment analysis and trained on a proprietary corpus comprising SEC filings, earnings call transcripts, patent application databases, academic AI research literature, GitHub repository activity, corporate job posting data, and structured financial market data. Unlike general-purpose commercial language models, it is purpose-optimised for investment signal generation within the artificial intelligence sector.

The system processes six primary data source categories simultaneously and delivers structured signals to the fund’s investment team in near real time. Critically, Apex LLM v2.4 does not make autonomous investment decisions. All signals are reviewed by the human investment team before any portfolio action is taken.

“We did not build this model to replace judgment — we built it to protect it,” said Sahasra Deekonda, Chief Risk Officer of Apex AI Fund. “The most dangerous moment in investment management is when you miss something important because there was simply too much to read. Apex LLM v2.4 means we never miss the signal that matters. The decision, however, will always rest with the humans in the room.”

Documented Signal Performance

Since deployment, the system has generated multiple actionable signals acted upon by the investment team. Among the most significant: the LLM identified a surge in TSMC capacity booking disclosures six weeks before NVIDIA’s Q2 2025 earnings call confirmed the supply ramp, enabling the fund to increase its position ahead of the announcement. The system also flagged governance anomalies in a fund holding within 24 hours of the relevant filing, triggering a position review that materially limited the fund’s downside exposure. Additionally, profitability trajectory analysis identified the probability of a major portfolio holding’s S&P 500 inclusion eleven weeks before the official announcement.

“Building a large language model trained on financial data is not a marketing exercise for us — it is a competitive necessity,” said Dr. Thrisha Ganesh, Co-Founder and Head of Research at Apex AI Fund. “The volume of material that becomes public every single day through filings, transcripts, and research is simply beyond what any human team can absorb at the required speed.”

About Apex AI Fund

Apex AI Fund is a private equity fund investing exclusively in publicly traded companies at the forefront of the artificial intelligence revolution, managed by Apex Capital Intelligence LLC. The fund launched in September 2022 with initial positions in NVIDIA, Micron Technology, Palantir Technologies, and a concentrated group of AI infrastructure companies. Since inception, the fund has delivered a cumulative net return of +348%, averaging more than 75% per fiscal year. The fund manages approximately $134 million in assets and accepts investors with a minimum initial investment of $5,000. No management fee, sales fee, or redemption fee is charged. A tiered performance fee applies exclusively to net profits.

www.cipheras.com

Contact

PR
Katherine Doherty
Cipheras Group
info@cipheras.com

The new premium smart technology brand reimagines the ceiling as an active layer for immersive audio, adaptive lighting, and everyday comfort.

Los Angeles, CA, United States, 7th Sep 2026 – WindGroove, a new premium smart technology brand focused on sensory living experiences, introduces AirFi One, a ceiling-based home entertainment system that integrates Hi-Fi audio, smart lighting, and airflow into one unified device. WindGroove seeks to reawaken the way people experience and perceive their living spaces by reimagining familiar parts of the home in unexpected ways. AirFi One is the first expression of this vision, transforming the often-overlooked ceiling into an active part of the home environment and creating a more immersive, comfortable, and emotionally responsive living experience.

For many households, a truly spatial ceiling audio experience has traditionally required complex renovation planning, reserved wiring, fixed installation points, and higher upfront investment. Such experiences have often been limited to mid-to-high-end residences, media rooms, or professional home theater environments. At the same time, traditional ceiling fans have seen little fundamental change over the past several decades, remaining primarily air-circulation fixtures. WindGroove raises a new question of whether the ceiling can move beyond being a place to hang a fan or light, and become a more accessible entry point for home entertainment, comfort, and atmosphere.

AirFi One was created from this idea. By integrating audio, a main light, RGB ambient lighting, and a fan into one ceiling-mounted system, it allows users to experience immersive sound, adaptive lighting, and comfortable airflow without complex renovation or multiple separate devices. More than a functional upgrade to existing categories, AirFi One introduces what WindGroove calls a Ceiling Vibe System — a new approach that brings sound, light, airflow, and atmosphere control into a single overhead experience. For WindGroove, this is the first step toward a broader vision: “Ceiling as an Experience Layer.”

In everyday family life, AirFi One changes not only where sound comes from, but how it exists within a room. During gatherings, music can naturally diffuse from above and become part of the living room atmosphere, rather than coming from one corner in a single direction. During movie nights or gaming sessions, sound can fill the space more evenly, helping users feel closer to the content. The acoustic system with Jamo acoustic tuning helps balance vocals, low frequencies, and high-frequency details, while DSP processing optimizes the soundstage created by the ceiling position. With a 45Hz–20kHz frequency response and THD not exceeding 1% distortion, AirFi One is designed to deliver clear dialogue and an immersive listening experience across gatherings, movies, and gaming. 

Beyond audio, AirFi One supports daily comfort through powerful airflow and integrated lighting. Its fan system provides up to approximately 4621 CFM airflow, with 6-speed control and forward/reverse operation, allowing users to adjust air circulation based on seasons, room conditions, and daily routines. Its 15W LED main light delivers approximately 1200lm of brightness for everyday illumination, with warm, natural, and cool light options, plus 10%–100% stepless dimming for work, dining, relaxation, or movie nights. The RGB ambient lighting supports six switchable modes and music sync, allowing the room to shift into different atmosphere states as scenes and music change.

AirFi One also carries a distinctive technological aesthetic. Its transparent fan blades reduce the visual heaviness often associated with traditional ceiling fans, making the product appear lighter and more modern overhead. The gray audio body reinforces a sense of technology and futurism, distinguishing AirFi One from conventional home appliances while allowing it to integrate naturally into the home environment. For users, choosing AirFi One is also a statement of lifestyle: a willingness to embrace new forms of home experience and define living spaces through products that reflect design awareness, forward-looking taste, and modern home attitudes.

In terms of control, AirFi One emphasizes simplicity and intuition. It supports App Control, Remote Control, and Voice Control, allowing users to choose the most convenient method for their habits and existing smart home environment. Users can adjust scenes through the mobile app, quickly switch functions with a wireless remote, or use voice control through Alexa and Google. One-Time Setup also remembers commonly used lighting, fan speed, and audio settings, helping the room maintain a consistent atmosphere without repeated adjustments.

AirFi One reflects WindGroove’s larger brand philosophy: “Beyond Devices. Into Sensory Experience.” For the brand, technology is not only about specifications or connected features, but about how a product changes the feeling of a space. WindGroove aims to develop products that merge utility with atmosphere, bringing together design, comfort, entertainment, and emotional resonance.

WindGroove also brought AirFi One to CEDIA Expo this September, showcasing the product at Booth #3043 to professionals and partners across the smart home, home entertainment, and residential technology industries. The exhibition provided an opportunity for WindGroove to introduce its ceiling-based experience concept to a broader industry audience and highlight AirFi One’s potential across connected home, residential audio, and modern living environments. 

More information about WindGroove and AirFi One is available at: [https://www.windgroove.com/]

Media inquiries: brand@windgroove.com

About WindGroove

WindGroove is a smart home technology brand dedicated to creating integrated sensory living experiences. Guided by the idea of “Beyond Devices. Into Sensory Experience,” WindGroove develops products that bring together Hi-Fi sound, light, airflow, design, and intelligent control to make modern home environments more immersive, comfortable, and emotionally connected. Its first product, AirFi One, reimagines the ceiling as a new platform for home entertainment and atmosphere.

Media Contact

Organization: WindGroove INC

Contact Person: Selina Yang

Website: https://www.windgroove.com/

Email:
brand@windgroove.com

City: Los Angeles

State: CA

Country:United States

Release id:48816

The post WindGroove Introduces AirFi One, a Ceiling-Based Home Entertainment System Combining Hi-Fi Sound, Light, and Airflow appeared first on King Newswire. This content is provided by a third-party source.. King Newswire makes no warranties or representations in connection with it. King Newswire is a press release distribution agency and does not endorse or verify the claims made in this release. If you have any complaints or copyright concerns related to this article, please contact the company listed in the ‘Media Contact’ section

Recently, the decentralized custody trading platform WEB3GUARANTEE officially opened its services to global users. Leveraging smart contract technology, the platform creates a non-custodial on-chain escrow trading system, providing secure and verifiable trading solutions for physical goods, virtual goods, and auction transactions in the Web3 space. It aims to address industry pain points such as centralized control of funds by traditional trading intermediaries, opaque transaction processes, and unfair dispute resolution.

According to its official website, WEB3GUARANTEE’s core highlight lies in its non-custodial contract mechanism. The platform itself does not touch or hold any user assets; all transaction funds are locked and held in custody by smart contracts, eliminating the risk of platform misappropriation of user funds. After a transaction is completed, settlement is automatically executed by the on-chain contract. All transaction records are recorded on the blockchain, immutable, and fully transparent and verifiable, entrusting transaction trust to code execution and eliminating dependence on centralized institutions.

The platform features a standardized four-step transaction process, covering the entire chain from order creation to settlement: both parties jointly confirm the transaction terms and create an order; the buyer’s funds are deposited into the contract escrow; the seller completes delivery, and the buyer confirms receipt or initiates a dispute; after confirmation, the contract automatically releases funds. The entire process is logically clear, allowing ordinary users to quickly get started.

To address the frequent disputes in transactions, WEB3GUARANTEE has established a neutral arbitration mechanism. In the event of a dispute, an arbitration panel of 13 arbitrators will conduct a collective vote to adjudicate the dispute, with comprehensive time rules in place: a 24-hour evidence submission period, a 48-hour arbitration voting period, and a 7-day arbitration application window for both buyers and sellers. It also includes penalties for incorrect voting and a cooling-off period for arbitrator applications to constrain the behavior of arbitrators, ensuring a professional and impartial adjudication process and preventing bias towards either party.

The platform has implemented differentiated automatic confirmation mechanisms for different product categories, catering to the real-world needs of various scenarios. Physical goods, auction items, and regular purchases are automatically confirmed after 15 days; virtual goods transactions are automatically confirmed after 1 day, adapting to the instant delivery characteristics of digital products.  WEB3GUARANTEE defines complete contract parameters, including buyer confirmation timeout, merchant deposit unfreezing and cooling-off periods, product delisting cooling-off periods, and auction delivery time limits. All rules are written into the on-chain contract, and the rules and fees are transparent and publicly available, allowing anyone to directly read and verify the on-chain contract parameters.

Regarding risk control, WEB3GUARANTEE introduces a merchant deposit system to penalize merchants who violate regulations, thereby protecting the rights of counterparties. It also sets limits on the number of products that can be listed: sellers without deposits can list a maximum of 5 products, increasing this to 20 after depositing deposits, thus constraining seller behavior and reducing the risk of malicious orders. The auction module also includes complete risk control parameters, such as the maximum auction period, anti-sniping window, and payment time limit thresholds, to prevent malicious operations in auction transactions.

In terms of open-source governance, WEB3GUARANTEE has made its contract and front-end code fully open-source, with an open GitHub repository, accepting community audits, public supervision, and developer contributions. It also provides access to audit reports and Telegram community channels, following a community-driven approach to overcome the drawbacks of closed-source platforms operating in a black box, further enhancing the platform’s credibility.

The platform employs a strict fund segregation mechanism. Each transaction’s funds are held in escrow by independent smart contracts. Merchant margin deposits and user transaction funds are completely separated and managed independently. Any fund issues in a single transaction will not affect other transactions or margin accounts, eliminating the risk of collateral damage.

Industry analysis points out that centralized escrow trading models are always vulnerable to platform misconduct, platform collapse, and opaque arbitration. WEB3GUARANTEE solidifies all fund custody, settlement, and arbitration rules into on-chain smart contracts, using code to constrain all parties involved in the transaction, providing a new approach to Web3 P2P transactions. As the project continues to iterate, this platform may become an important infrastructure option in the P2P on-chain escrow trading sector, helping global users conduct safer and more reliable decentralized transactions.

Source: WEB3GUARANTEE Official Website https://web3guarantee.com/

Media Contact

Organization: WEB3GUARANTEE

Contact Person: James

Website: https://web3guarantee.com/

Email:
Support@web3guarantee.com

Country:United States

Release id:48885

The post WEB3GUARANTEE Launches: A Decentralized Custody Trading Platform Reshaping On-Chain Transaction Trust with Smart Contracts appeared first on King Newswire. This content is provided by a third-party source.. King Newswire makes no warranties or representations in connection with it. King Newswire is a press release distribution agency and does not endorse or verify the claims made in this release. If you have any complaints or copyright concerns related to this article, please contact the company listed in the ‘Media Contact’ section