microsoft unveils new tools as google ships new models

Key Takeaways

• Microsoft and Google dominate costly AI infrastructure development, potentially limiting competition.
• Palantir CEO Alex Karp addressed employee concerns about working with ICE, underscoring AI ethics.
• The American Arbitration Association is developing an AI Arbitrator platform for faster legal dispute resolution.
• UChicago Law students launched LeaseChat, a free generative AI chatbot assisting renters with legal rights.
• Marketers, at a Feb 12, 2026 event, emphasized human oversight and fact-checking for AI outputs.
• Logistics stocks fell due to AI fears, but Algorhythm's shares rose 30 percent after its platform announcement.
• Security operations must transition to AI-SOCs to counter unique AI system risks and attacks.
• Google's AI chatbot, Gemini, entered India's test prep market on Jan 28 with free JEE mock tests.
• Educational institutions like Spokane Falls College and law firms like Holtzman Vogel are integrating AI training into curricula and billable hours.
• The Edge AI hardware market is projected to reach $28,981.2 billion by 2035, driven by IoT and 5G.

WIRED podcast explores ICE expansion and AI ethics

The WIRED podcast "Uncanny Valley" recently discussed several important topics. Hosts Brian Barrett, Leah Feiger, and Zoë Schiffer talked about ICE's plans to expand across the US. They also covered Palantir CEO Alex Karp's response to employees worried about working with ICE. Finally, a WIRED writer shared their experience letting the AI assistant OpenClaw manage their life for a week.

AI judges could change how law works

Bridget McCormack, head of the American Arbitration Association, discussed how AI might decide legal disputes. McCormack, a former Michigan Supreme Court chief justice, leads the 100-year-old AAA. Her team is creating an AI Arbitrator platform to make dispute resolution faster and cheaper. She also talked about the challenges and dangers of giving such power to new AI technology.

Marketers discuss AI strategies and ethics

Marketers, brands, and tech companies met in New York City on February 12, 2026, for the Digiday AI Marketing Strategies event. They discussed how to use AI and its ethical concerns. Key topics included training employees to use AI effectively, how publishers can use AI tools, and the need for human involvement. Attendees also talked about the "AI bubble" and the importance of teaching all staff, from young to experienced, how to fact-check AI outputs. They agreed that AI acts like an intern, needing guidance and oversight.

Matt Shumer explains his viral AI post

Matt Shumer, 26, wrote a viral post about AI, originally to explain the technology to his parents. He believes AI is at a major turning point and will soon impact everyone's jobs and lives. Shumer used AI tools to help edit and phrase his ideas for the post, but he wrote most of it himself. He wants people to understand what is coming so they can prepare, rather than being surprised.

UChicago Law students create free AI tool for renters

The University of Chicago Law School's first AI Lab helped students build LeaseChat, a free generative AI chatbot. This tool, released last December, helps renters understand their lease agreements and legal rights. Kimball Dean Parker, a legal tech entrepreneur, led the lab, which operated like a startup. Students like Marley McAliley, Alfredo Taboada, and Adan Ordonez contributed, with Ordonez quickly building the prototype. The project aims to provide legal help to those who cannot afford an attorney.

Security operations must change for AI era

Traditional Security Operations Centers, or SOCs, are not ready for the unique risks that AI systems bring. Attackers can quietly manipulate AI models to degrade decisions without triggering typical security alerts. This is a fundamental problem because SOCs are built to detect different types of attacks. The article stresses that moving to an AI Security Operations Center, or AI-SOC, is necessary. This new approach, supported by frameworks like MITRE ATLAS, focuses on understanding how attackers target AI systems throughout their lifecycle.

CISOs balance AI benefits with security dangers

CISOs and IT leaders face a challenge balancing the benefits of AI with its security risks. AI can improve defenses and speed up responses, but it also creates new ways for attackers to cause harm. Key risks include issues with AI models and data, operational problems, and threats from malicious actors using AI. The article, published on February 12, 2026, suggests AI works best when it helps human experts. It can boost threat detection, security operations, and vulnerability management, among other areas.

Big tech dominates costly AI development

Building AI infrastructure is very expensive and risky, leading to a clear financial divide in the industry. Large tech companies like Microsoft and Google use their vast resources, strong credit, and partnerships to fund their AI projects. In contrast, startups and smaller companies depend on venture capital and debt to acquire computing power and talent. This financial difference could lead to a few major players controlling advanced AI technologies. This might limit new ideas and competition in the long run.

AI fears cause logistics stocks to drop

Logistics stocks sharply dropped on Thursday due to investor fears about AI disrupting the industry. This happened after a little-known company called Algorhythm announced its new logistics platform. The "AI fear trade" has also impacted other sectors like drug distribution, real estate, and software. Algorhythm's CEO, Gary Atkinson, expressed surprise at the market's strong reaction. Despite Algorhythm's small sales and losses, its shares rose 30 percent after the announcement. Analysts believe the market's reaction is exaggerated, with companies like CH Robinson stating AI will actually boost their performance.

Edge AI hardware market to reach 28 billion by 2035

The Edge AI hardware market expects strong growth, reaching an estimated 28981.2 billion US dollars by 2035. This growth is driven by the rise of IoT devices, 5G networks, and the need for fast, real-time data processing. Key factors include demand for quick decisions in critical applications and improved data privacy. Processors like GPUs and ASICs are the dominant component, with smartphones leading the device segment. Consumer electronics hold the largest revenue share, while North America leads the market and Asia-Pacific is the fastest-growing region.

Holtzman Vogel offers 100 billable hours for AI training

Holtzman Vogel law firm has started a new policy allowing its junior lawyers to count up to 100 hours of AI training towards their yearly billable hours. This training includes classes, workshops, and case simulations focused on artificial intelligence. The firm already requires all its lawyers to attend mandatory AI trainings. This initiative aims to prepare associates for the evolving legal landscape.

Google Gemini offers free AI JEE mock tests

Google's AI chatbot, Gemini, started offering free practice tests for India's Joint Entrance Examination, or JEE, on January 28. This move marks Google's first entry into India's large test preparation market. These free, AI-generated mock tests could make similar services offered by traditional coaching firms less valuable. This development raises questions about how coaching firms will price their services and maintain their profits.

Spokane Falls College launches new AI programs

Spokane Falls Community College, or SFCC, will launch new AI programs starting in the 2026-27 academic year. These programs, including an AI emphasis and certificate, will prepare students and professionals for jobs in an AI-driven world. A 150,000 dollar Washington state grant supports this initiative, which integrates AI into existing IT and cybersecurity degrees. An "AI fundamentals" course will teach ethical AI use and be available to all students. SFCC aims to provide qualified employees to the community, working with local employers to shape the curriculum.

Teens use AI chatbots for friendship and advice

Teens are increasingly using AI chatbots to find connection and even romantic relationships, raising concerns among experts. A Common Sense Media study found over 70 percent of teens use AI companions, with many seeking personal advice or friendship. Some teens even find these AI conversations more satisfying than talking to real people. While AI companion apps like Character AI and Replika have grown rapidly, experts like Dr. Khalid Afzal worry about increased social isolation and "AI psychosis." Parents should watch for warning signs like sudden behavior changes or excessive screen time.

Sources

• ‘Uncanny Valley’: ICE’s Secret Expansion Plans, Palantir Workers’ Ethical Concerns, and AI Assistants
• The surprising case for AI judges
• Overheard at the Digiday AI Marketing Strategies event
• Guy Who Wrote Viral AI Post Wasn’t Trying to Scare You
• Inside the Law School’s AI Lab
• Security operations evolve AI era
• How CISOs can balance AI innovation and security risk
• Who Can Afford the AI Buildout? Follow the Balance Sheets
• Logistics Stocks Sink as AI Fear Trade Finds Latest Victim
• Edge AI Hardware Market Outlook 2035: Strong Growth and USD 28981.2 Billion Valuation
• ‘We Can’t Afford Not To’: Holtzman Vogel Allows Associates to Allocate 100 Billable Hours for AI Training
• Mint Explainer | Why Google’s free JEE mocks matter for coaching firms' profits
• SFCC primes students for evolving workforce
• AI chatbots fill a void of human connection for teens as experts worry about emerging reports of AI psychosis