Core Viewpoint - WiMi Hologram Cloud Inc. has developed a Quantum Computing-Based Feedforward Neural Network (QFNN) algorithm that addresses computational bottlenecks in traditional neural network training, utilizing Quantum Random Access Memory (QRAM) for efficient data processing [1][10]. Quantum Algorithm Development - The QFNN algorithm incorporates key quantum computing subroutines, particularly in the feedforward and backpropagation processes, providing exponential speedup in both stages of neural network training [2][4]. - Classical feedforward propagation, which involves multiple matrix-vector multiplications, is enhanced by the quantum algorithm through the use of quantum state superposition and coherence, allowing computations to be performed in logarithmic time [3][6]. Computational Efficiency - The quantum algorithm significantly reduces computational complexity, shifting from a dependency on the number of connections (O(M)) in classical networks to a dependency solely on the number of neurons (O(N)) in the quantum framework [6][7]. - This reduction in complexity leads to at least a quadratic speedup in training large-scale neural networks, making it particularly advantageous for ultra-large-scale datasets [7]. Overfitting Mitigation - WiMi's quantum algorithm demonstrates inherent resilience to overfitting, a common issue in deep learning, due to the intrinsic uncertainty of quantum computing, which acts similarly to regularization techniques [8][9]. Application Prospects - The QFNN algorithm has broad application potential in fields requiring high computational speed and data scale, such as financial market analysis, autonomous driving, biomedical research, and quantum computer vision [10][11]. - Additionally, the research lays the groundwork for quantum-inspired classical algorithms that can optimize computational complexity on traditional computers, providing a transitional solution until quantum computers become widely available [10]. Future Implications - The advancement of WiMi's QFNN algorithm marks a significant milestone in the intersection of quantum computing and machine learning, suggesting that quantum neural networks will play a crucial role in the future of artificial intelligence [11][12].

Cadence Design Systems, Inc. (CDNS) recently launched the industry's first DDR5 12.8Gbps MRDIMM Gen2 memory IP system solution, designed on the advanced TSMC N3 process node. This leading-edge memory solution is poised to address the skyrocketing demand for memory bandwidth fueled by the explosion of artificial intelligence (AI), machine learning (ML), high-performance computing (HPC) and enterprise data processing workloads. Delivering a robust 12.8Gbps data rate, it effectively doubles the bandwidth of st ...

HOBOKEN, N.J., April 22, 2025 /PRNewswire/ -- Quantum Computing Inc. ("QCi" or the "Company") (Nasdaq: QUBT), an innovative, integrated photonics and quantum optics technology company, today announced that the Company has secured the sale of one of its EmuCore reservoir computers to a major automotive manufacturer. The device has since been shipped to the customer and will be used for research and development purposes. QCi's EmuCore reservoir computing device can be applied to solve a variety of problems re ...

Kubernetes storage is becoming increasingly popular as it facilitates greater agility and scalability. This has bolstered the deployment of high-capacity mass storage products, a positive for industry players. Super Micro Computer Inc. Super Micro Computer is a total IT solution manufacturer for AI/ML (machine language), Cloud, HPC, Storage and 5G/Edge technologies. SMCI's rack-scale plug-and-play Total AI and IT Solutions (especially the Deep- Learning and LLM-optimized ones based on NVDA's HGX-H100) are g ...

Lam Research Corporation (LRCX) is scheduled to release its third-quarter fiscal 2025 results on April 23. The Zacks Consensus Estimate for earnings is pegged at $1 per share, calling for growth of 28.2% from the figure reported in the year-ago quarter. The earnings figure has been revised a penny upward over the past 60 days. (Find the latest EPS estimates and surprises on Zacks Earnings Calendar.) Image Source: Zacks Investment Research For the third quarter of fiscal 2025, the company expects revenues of ...

Core Insights - V2X has appointed Melon Yeshoalul as Senior Vice President and Chief Human Resources Officer effective April 21, 2025, to lead the company's global human resources strategy and operations [1][2] - Yeshoalul brings over two decades of experience in recruiting, compensation, and HR business partnering, having previously held senior leadership roles at Amazon Web Services, DXC Technology, PwC, and The Boeing Company [2][3] - The company aims to enhance its employee experience and strengthen its position as an employer of choice under Yeshoalul's leadership, focusing on building strong cultures and high-performing teams [2] Company Overview - V2X develops innovative solutions that integrate physical and digital environments, enhancing readiness, optimizing resource management, and boosting security across various markets including national security and defense [4] - The company employs approximately 16,000 professionals and leverages AI and machine learning capabilities to address complex challenges across operational domains [4]

Industry Overview - Financial technology (fintech) is a transformative investment space merging finance and technology, offering services like online banking, peer-to-peer payments, insurance, cryptocurrency, and cybersecurity [1] - The fintech space is expected to benefit from expanding transaction volumes due to the widespread adoption of digital means, accelerated by the pandemic [2] - The innovative nature of fintech positions it for significant growth, driven by consumer behavior shifting towards digital platforms for convenience and cost-effectiveness [4] Catalysts for Growth - The performance of the fintech sector is inversely related to interest rates; a recent reduction in the Federal Reserve's benchmark interest rates is expected to benefit fintech companies [3] - The rise of artificial intelligence (AI) and machine learning is revolutionizing banking, payments, and investments, providing efficient and secure financial solutions [5] Recommended Stocks - Five fintech stocks are recommended for long-term investment: Affirm Holdings Inc. (AFRM), StoneCo Ltd. (STNE), ACI Worldwide Inc. (ACIW), Coinbase Global Inc. (COIN), and OppFi Inc. (OPFI) [2][6] Company-Specific Insights Affirm Holdings Inc. (AFRM) - Affirm has strong revenue growth from diverse income streams, expecting revenues of $3.13-$3.19 billion in fiscal 2025, driven by growing active merchant numbers and improving gross merchandise value [7] - Key partnerships, including those with Apple Pay and Hotels.com, are crucial for Affirm's expansion, including a recent entry into the UK market [8] - Affirm's expected revenue and earnings growth rates are 36.9% and 96.4%, respectively, with a 60% improvement in earnings estimates over the last 30 days [9] - The average short-term price target indicates a potential increase of 70.6% from the last closing price of $40.76, suggesting a maximum upside of 111% [10] StoneCo Ltd. (STNE) - StoneCo is a leading provider of point-of-sale payment processing services, enabling businesses to accept various payment methods [11] - The company offers a full suite of products for e-commerce transactions and client management, utilizing transaction data for credit assessment [12] - StoneCo's expected revenue and earnings growth rates are 4.1% and -6.7%, respectively, with a 9.6% improvement in earnings estimates over the last 30 days [13] - The average short-term price target suggests a potential increase of 12.2% from the last closing price of $11.83, indicating a maximum upside of 86% [13] ACI Worldwide Inc. (ACIW) - ACI Worldwide provides software solutions for digital payments, powering electronic payments for over 5,000 organizations globally, including major financial institutions [15][16] - The company offers real-time payment capabilities and a comprehensive omni-channel payments experience [17] - ACIW's expected revenue and earnings growth rates are 6.8% and 6.1%, respectively, with a 2.6% improvement in earnings estimates over the last 30 days [18] - The average short-term price target indicates a potential increase of 22.9% from the last closing price of $51.31, suggesting a maximum upside of 38.4% [18] Coinbase Global Inc. (COIN) - Coinbase provides financial infrastructure for the crypto economy, offering a user-friendly platform for consumers and sophisticated trading features for experienced users [19][20] - The expected revenue and earnings growth rates for Coinbase are 26.2% and 0.7%, respectively, with a 2.7% improvement in earnings estimates over the last 30 days [21] - The average short-term price target indicates a potential increase of 62.7% from the last closing price of $172.21, suggesting a maximum upside of 179.1% [22] OppFi Inc. (OPFI) - OppFi operates a financial technology platform that helps banks provide credit access to consumers, focusing on those turned away by mainstream options [23] - The expected revenue and earnings growth rates for OppFi are 9.7% and 12.6%, respectively, with a 10.3% improvement in earnings estimates over the last 60 days [25] - The average short-term price target indicates a potential increase of 38.4% from the last closing price of $8.35, suggesting a maximum upside of 55.7% [25]

Core Insights - One Stop Systems, Inc. (OSS) has made significant progress in 2024, positioning itself in the high-performance edge compute (HPeC) market for AI and machine learning [2][3] - The company executed a multi-year strategy focused on higher-margin opportunities, resulting in a strengthened sales pipeline exceeding $1 billion [4][6] - OSS anticipates consolidated revenue of $59 to $61 million for 2025, with OSS segment revenue expected to grow over 20% year-over-year [13] Company Progress - In 2024, OSS achieved sequential revenue growth every quarter, expanding order volumes and strengthening its sales pipeline [3] - The company created a new customer-funded development revenue stream, which grew by 118% to $3.7 million, indicating a focus on military and commercial applications [7][8] - OSS's defense market growth was driven by new and existing programs, including significant contracts with the U.S. Army and Navy [9][10] Market Opportunities - OSS is pursuing a potential $200 million multi-year opportunity in the composable infrastructure/datacenter market, with initial contracts already established [11] - The company expects to transition development programs from 2024 into production orders in 2025, particularly in healthcare and aerospace sectors [7][12] - Despite economic uncertainties, OSS sees increasing demand across its commercial and defense markets, with a projected book-to-bill ratio of 1.2x for 2025 [12][14] Financial Outlook - The company expects to be EBITDA break-even for the full year of 2025, with revenue and profitability anticipated to improve significantly in the second half of the year [13] - OSS's investments in 2023 and 2024 have laid a solid foundation for scaling the business and capturing transformative revenue opportunities [16]

Core Insights - Decoy Therapeutics, Inc. is set to merge with Salarius Pharmaceuticals, Inc., with the new entity retaining the name Decoy Therapeutics, following the completion of the merger [1][10] - Renowned MIT Professor Robert S. Langer will join Decoy's Scientific Advisory Board, bringing extensive expertise in drug delivery systems and tissue engineering [1][2][3] Company Overview - Decoy Therapeutics is a preclinical-stage biotechnology company focused on developing peptide-conjugate therapeutics targeting unmet medical needs, particularly in respiratory viruses and gastrointestinal cancers [8] - The company utilizes a proprietary IMP3ACT platform that integrates machine learning and AI for rapid design and synthesis of novel antiviral and cancer therapies [5][7] Scientific Advisory Board - Dr. Robert S. Langer's appointment to the Scientific Advisory Board is expected to enhance Decoy's capabilities in drug design and development, particularly in dosage forms and administration routes [3][4] - Dr. Langer's contributions to the field include pioneering work that has led to transformative medicines, such as Roche's Avastin and Moderna's Spikevax [2][4] Technology and Innovation - Decoy's IMP3ACT platform allows for the rapid computational design of peptide-conjugate drugs, which have shown effectiveness against various human coronaviruses and other viral pathogens [5][7] - The technology leverages peptide chemistry to create multimeric conjugates that improve drug-like properties and pharmacokinetics [7] Financial and Strategic Position - Decoy has secured financing from institutional investors and non-dilutive capital sources, including the Massachusetts Life Sciences Seed Fund and the Google AI startup program [8] - The merger with Salarius is structured such that Decoy investors will own approximately 86% of the merged company, while Salarius stockholders will own about 14% [10]

Core Viewpoint - The Internet Services industry is experiencing varied impacts from macroeconomic factors such as inflation, interest rates, and supply chain issues, with a generally positive outlook in a stronger economy, but current challenges include a tariff war and declining consumer confidence [1][2][4]. Industry Overview - Internet Services companies rely on extensive software and hardware infrastructure to deliver services globally, accessible via personal connected devices [3]. - The industry operates primarily on two models: ad-based and subscription-based services, with major players including Alphabet, Baidu, and Akamai, alongside emerging companies like Dropbox and Crexendo [4]. Performance Factors - Data is crucial for success, enabling AI model development to enhance service quality and operational efficiency, with larger companies benefiting from access to larger datasets [5]. - Increased digitization and the growing presence of Gen Z consumers are driving demand for Internet services, as more devices connect to the internet [5]. - Despite high capital costs, companies are continuing infrastructure investments, with expectations of increased capital expenditures as interest rates decline [5][6]. Industry Ranking and Earnings Estimates - The Zacks Internet Services industry holds a rank of 142, placing it in the bottom 43% of Zacks-classified industries, indicating potential opportunities despite the lower ranking [7]. - The earnings estimate for 2025 has increased by 1.8% from April 2024, while the 2026 estimate has decreased by 3.6% [8]. Stock Market Performance - The industry has shown more volatility compared to the broader Technology sector and the S&P 500, with a net gain of 1.7% over the past year, lagging behind the sector's 2.8% and the S&P 500's 6.5% gains [10]. - The current valuation of the industry is attractive, trading at a forward P/E ratio of 17.52X, below its median of 20.56X and the S&P 500's 19.71X [11]. Company Highlights - **Baidu Inc.**: Focuses on AI-driven services, with significant growth in its AI Cloud and intelligent driving sectors. The company reported a 36% year-over-year increase in rides from its Apollo Go service and has 679 million monthly active users [14][17]. - **Dropbox, Inc.**: Incorporating AI to enhance customer experience, the company has seen a 16.7% increase in shares over the past year and is expected to achieve revenue growth of 2.0% in 2025 [19][21]. - **Crexendo, Inc.**: Positioned in a niche market, the company has reported a 10.2% revenue increase for 2025 and a 16.1% growth forecast for 2026, with shares up 1.6% over the past year [22][24].