Keysight Technologies has introduced Keysight AI Software Integrity Builder, a new software solution designed to validate and maintain AI-enabled systems for trustworthiness, especially in safety-critical environments like automotive. This solution addresses the opacity of AI decision processes and the need for regulatory compliance by providing a unified framework for dataset analysis, model validation, and real-world inference testing. It aims to empower engineering teams with the tools for continuous AI model improvement and regulatory conformance.

Extreme Networks, Inc. (Nasdaq: EXTR) has announced that it will release its financial results for the second fiscal quarter of 2026 on Wednesday, January 28, 2026, before market open. An earnings conference call and webcast will follow at 8:00 a.m. ET on the same day. Details for accessing the webcast and participating in the Q&A session have been provided.

Jessica Ling, EVP of global advertising at American Express, discusses how Amex is redefining "premium" from a status symbol to access to cultural, travel, dining, and sports experiences, particularly for Gen Z and Millennials. She emphasizes leveraging the brand's heritage of trust and service while driving modern relevance through cultural experiences and personalization. The article also touches on the brand's integrated media strategy and preparations for AI-led commerce.

Several semiconductor stocks, including Analog Devices, Applied Materials, KLA Corporation, Monolithic Power Systems, and onsemi, surged in value, driven by a broader market rally fueled by optimism in artificial intelligence and big tech shares. This momentum was also supported by hopes for an easier monetary policy from the Federal Reserve. Analog Devices, in particular, reached a new 52-week high, demonstrating significant investor returns over the past five years.

Arista Networks is experiencing a surge in demand for its AI-focused networking gear, bolstering its investment narrative through new hyperscale design wins and positive analyst views. CEO Jayshree Ullal has sold significant stock, but this doesn't fundamentally change the core investment thesis driven by AI data center buildouts. The company's future growth relies on maintaining its role in high-speed Ethernet for AI and cloud data centers, despite risks like customer concentration within hyperscale clients.

Hg Saturn 1, managed by HgCapital LLP, General Atlantic Service Company, L.P., and Tidemark Capital, Inc. have agreed to acquire OneStream, Inc. (NasdaqGS:OS) from Tidemark Capital, Inc. and KKR & Co. Inc. for approximately $6 billion. The deal values OneStream's shares at $24.00 per share in cash, with Hg becoming the majority shareholder. Following the acquisition, OneStream will cease to be publicly traded, but its CEO and leadership team will remain, and its headquarters will stay in Birmingham, Michigan.

Establishment Labs (ESTA) is gaining buzz for its high-tech breast implants and surgical technology, sparking debate about whether it's a game-changer or just niche hype. While the company offers innovative, premium products in a regulated industry, investors need to weigh its significant growth potential against substantial risks like market volatility and regulatory challenges. It's considered a high-risk, high-conviction play rather than a quick flip, appealing to investors comfortable with significant stock swings and a long-term outlook.

This article delves into Inpixon (INPX), a micro-cap stock generating buzz on social media due to its highly volatile price action and frequent restructurings. It explores the company's business in indoor intelligence and location analytics, highlighting its aggressive strategic transactions and characterizing it as a high-risk, speculative play rather than a stable investment. The author advises caution for mainstream investors due to its volatility, dilution risk, and the "story first, fundamentals later" nature, making it suitable only for experienced traders comfortable with micro-cap chaos.

InterDigital (IDCC) shares fell about 7.3% following news of an officer's proposed sale of 1,000 shares and ongoing legal battles, specifically a patent dispute with Amazon. The company's business relies heavily on patent licensing, making court rulings and policy shifts critical. Investors are closely watching the Amazon patent dispute, the upcoming dividend record date, and early-February earnings.

The U.S. DOT and FAA have selected Collins Aerospace's RTX and Spanish firm Indra to replace up to 612 outdated ground-based aviation radars with modern systems by June 2028. This modernization is a core part of the multi-billion-dollar "Brand New Air Traffic Control System" (BNATCS) plan, aiming to update the U.S. air traffic control infrastructure to address decades-old equipment, high maintenance costs, and concerns over flight delays and safety. The effort also includes replacing radios, voice switches, and transitioning to fiber optics, although additional funding is still needed for critical components like a common automation platform.