business intelligence tools

Z.ai’s open-weights GLM-5.2 beats GPT-5.5 on multiple long-horizon coding benchmarks for 1/6th the cost

Z.ai’s immediate release of GLM-5.2 marks a significant advancement in accessible AI. This 753-billion parameter open-weights model demonstrably outperforms GPT-5.5 on multiple long-horizon coding benchmarks – all at roughly 1/6th the cost. Available via API and open-source platforms, GLM-5.2 offers enterprises a compelling path to locally hosted, frontier-level AI, particularly valuable given recent regulatory shifts. With competitive pricing and an unrestricted MIT license, Z.ai empowers developers to explore transformative coding solutions without limitations.

Satya Nadella warns that AI could hollow out entire industries, echoing the damage done by globalization

Satya Nadella cautions that unchecked AI concentration risks hollowing out entire industries, drawing a parallel to the disruptive effects of globalization. He introduces a framework centered on “human capital” and “token capital,” emphasizing that AI should empower, not replace, human expertise. Nadella advocates for businesses to build proprietary learning loops, decoupling institutional intelligence from specific models to ensure resilience and prevent value capture by a few dominant systems. For deeper insight into related tech trends, explore TechCrunch's coverage of SpaceX's recent IPO.

When deep research isn't enough for your business: Sakana AI launches 'ultra deep research' agent for 100+ page reports in 8 hours

For businesses demanding insights beyond surface-level AI responses, Sakana AI introduces Marlin, a "Virtual CSO" designed for deep, strategic research. Unlike typical chatbots, Marlin leverages a novel Adaptive Branching Monte Carlo Tree Search (AB-MCTS) engine to autonomously generate comprehensive, 100-page reports and executive slides—often in just eight hours. Targeting enterprises like financial institutions and think tanks, Marlin represents a shift toward methodical reasoning over rapid generation, empowering data-driven decision-making. Explore sample reports and discover how this innovative agent can transform your research workflows.

85% of IT teams claim every AI agent is under control. Only 42% actually know who owns them.

Recent Ivanti research reveals a concerning disconnect: while 85% of IT teams confidently assert every AI agent has a designated owner, a stark 42% admit that ownership remains unclear. This gap, a staggering 43 points, highlights a critical vulnerability as organizational leaders are nearly twice as likely to conceal AI usage, often citing a "secret advantage.

Attackers scale deception with AI. Defenders need truth at machine speed.

Attackers are rapidly scaling deception with AI, creating a new reality where generating convincing phishing lures and impersonations is cheaper and faster than traditional defenses can react. Defenders must shift focus: the core challenge isn't just detection, but establishing and maintaining *truth* at machine speed. This requires a defensive control plane—a system that preserves evidence, makes data accessible, adds business context, and governs action—allowing teams to move from fragmented signals to trusted, defensible decisions. Learn more about Cisco Data Fabric powered by the Splunk Platform.

Best Data Analytics Courses in 2026

Finding the best data analytics course in 2026 requires navigating a diverse landscape of tools, roles, and learning objectives. This guide reviews ten leading courses, ranging from foundational certificates to immersive, project-based programs and even free official training for platforms like Tableau and Power BI. We’ve prioritized options that empower users to transform their data skills and achieve tangible results. For a broader perspective on incorporating user insights, explore our related article, "The Benefits Of Cognitive Inclusion In UX Research."

Surprise upset: GPT-5.5 beats Claude Fable 5 on brutal new Agents’ Last Exam benchmark

A significant shift has occurred in AI evaluation with the launch of Agents’ Last Exam (ALE), a rigorous new benchmark designed to assess AI’s ability to handle economically valuable, long-horizon professional workflows. OpenAI’s GPT-5.5, operating through the Codex harness, currently leads the ALE Leaderboard with a 24.0% pass rate, surpassing Anthropic’s Claude Fable 5.

Best Data Engineering Courses in 2026

Researchers trained an open source AI search agent, Harness-1, that outperforms GPT-5.4 on recalling relevant information

Researchers from UIUC, UC Berkeley, and the open‑source vector database Chroma have unveiled Harness‑1, a 20‑billion‑parameter AI search agent that outperforms GPT‑5.4 on information recall, achieving a 73 % average score across eight complex benchmarks. Built on OpenAI’s gpt‑oss‑20B model and released under Apache 2.0, Harness‑1 demonstrates that a well‑designed external “harness” can replace brute‑force context scaling, delivering enterprise‑grade accuracy with lower compute costs.

Claude Mythos exposed a hard truth: Your enterprise patching process is way too slow

In 2024, research revealed a stark reality: enterprise patching processes are lagging as AI capabilities advance. With Claude Mythos now autonomously discovering thousands of zero-day vulnerabilities, organizations find themselves in a race against time. The average exploitation timeline is shrinking dramatically, challenging traditional patching assumptions. To combat this, it's essential to adopt a three-layer prioritization filter and implement event-driven patching. For deeper insights on the evolving landscape of AI in security, explore our article on "TechCrunch Mobility," highlighting the intersection of technology and innovation.

Mistral AI launches Vibe, expands into industrial AI and announces data center push to challenge OpenAI

At its inaugural conference, Mistral AI unveiled a bold expansion into industrial AI with the launch of Vibe, its rebranded enterprise assistant. This initiative aims to transform productivity in sectors like aerospace and automotive, signaling Mistral's commitment to becoming the go-to AI provider for companies seeking control over their data. Alongside a new inference data center near Paris, Mistral's comprehensive strategy emphasizes owning the entire tech stack to deliver tailored AI solutions.

SQL query logs hold the context AI agents need to stop hallucinating joins

SQL query logs are crucial for AI agents to avoid misinterpreting data joins, as demonstrated by Miro's experience with over 10,000 tables in Snowflake, where inaccuracies arose more than 65% of the time. The challenge was rooted in the lack of contextual understanding. DataHub is addressing this with its upcoming Context Intelligence layer, which leverages SQL query history to create a semantic index, guiding agents toward validated data connections. This innovative approach empowers organizations to transform their data management practices, making AI-driven insights more reliable.

How DeepSeek’s radical architecture is shattering Silicon Valley's token moat

DeepSeek’s recent announcement of a permanent 75% price cut on its V4 Pro model marks a significant disruption in Silicon Valley’s AI landscape, challenging capital-intensive business models. By offering a solution that is 7x cheaper on inputs and 17x cheaper on outputs compared to leading competitors, DeepSeek not only enhances affordability but also promotes efficiency through innovative hardware-software architecture.

DataGrail report finds your vendor may be sending data to AI models you never approved

A new report from DataGrail reveals a troubling reality for companies utilizing AI-driven software: 63.6% of vendors fail to disclose third-party AI subprocessors in their data processing agreements (DPAs). This alarming gap risks exposing sensitive customer data to AI models that businesses have not vetted. As AI adoption accelerates, the integrity of traditional DPAs is increasingly questioned. With significant regulatory scrutiny and rising costs tied to data breaches, privacy teams must adapt quickly. For additional insights, explore our article on Robinhood's new AI trading capabilities.

Why prompt debt, retrieval debt, and evaluation debt are quietly reshaping enterprise AI risk

In the evolving landscape of enterprise AI, new forms of technical debt—prompt debt, retrieval debt, and evaluation debt—are emerging as critical challenges. Unlike traditional technical debt, which is often localized and easily identifiable, these AI-specific debts manifest across distributed systems, complicating risk management and accountability. As highlighted by recent studies, a staggering 95% of AI projects fail to deliver value, largely due to poorly designed systems.

Cerebras says its chips run a trillion-parameter AI model nearly 7 times faster than GPU clouds

Cerebras Systems has made a significant leap in the AI inference market, announcing that its chips can run the trillion-parameter Kimi K2.6 model nearly 7 times faster than any GPU cloud provider, achieving 981 output tokens per second. This milestone, independently verified by Artificial Analysis, showcases Cerebras' wafer-scale architecture's unique advantages, eliminating traditional bottlenecks. As the company positions itself at the forefront of AI technology, it invites enterprises to explore the transformative potential of its solutions.

Best SQL Courses in 2026 (Ranked and Compared )

In 2026, finding the right SQL course can be a daunting task, especially with so many options available. Most lists either skim the surface or offer a one-size-fits-all approach, ignoring the distinct needs of different users. Whether you're a complete beginner, a working analyst, or an engineer developing production systems, your SQL training should align with your specific goals. In our comprehensive ranking and comparison, we break down the best SQL courses tailored for various skill levels and use cases.

Google’s new AI agent can draft your emails, monitor your inbox and eventually spend your money

Google has unveiled Gemini Spark, a groundbreaking personal AI agent designed to enhance productivity by autonomously managing tasks like drafting emails and monitoring inboxes, even when your devices are inactive. Announced at Google I/O 2026, this innovative tool marks a significant shift from traditional assistants to agents capable of executing complex workflows with minimal human intervention. As competition heats up among tech giants, Google aims to redefine user interaction with AI, emphasizing seamless automation.

Intercom, now called Fin, launches an AI agent whose only job is managing another AI agent

Fin, formerly known as Intercom, has launched Fin Operator, a groundbreaking AI agent dedicated to managing another AI agent. Announced at a live event in San Francisco, this innovative tool is designed for back-office teams, simplifying the complexities of configuring and monitoring Fin, the company’s customer-facing AI. Rather than replacing human support agents, Fin Operator empowers support operations professionals by automating tasks like data analysis and knowledge management. This development marks a significant evolution in customer service technology, underscoring the shift towards AI-driven operational solutions.

Claude’s next enterprise battle is not models: it’s the agent control plane

The next significant battle in enterprise AI isn't just about which model performs best; it's about controlling the infrastructure where AI agents operate. Recent VB Pulse data reveals that Microsoft and OpenAI are leading in enterprise agent orchestration, while Anthropic has made its first measurable entry into this space. As enterprises shift their focus from model quality to the orchestration layer, the stakes rise. It's no longer just about chatbots; it's about who governs the agent control plane.

Agent authorization is broken — and authentication passing makes it worse

In an exclusive interview with VentureBeat, Cisco’s Anthony Grieco highlighted a pressing issue in cybersecurity: the failure of agent authorization. While authentication might confirm an agent’s identity, Grieco warns that unauthorized access to sensitive data is rampant, driven by a lack of granular control. With 83% of organizations planning to deploy agentic capabilities but only 29% feeling prepared to secure them, the urgency for effective solutions is clear.

Cerebras stock nearly doubles on day one as AI chipmaker hits $100 billion — what it means for AI infrastructure

Cerebras Systems made a stunning debut on the Nasdaq, with its stock nearly doubling to $350 per share, propelling the AI chipmaker to a market capitalization of $100 billion. This monumental IPO not only marks one of the largest tech offerings since Uber but also highlights a pivotal moment in AI infrastructure, validating the company's decade-long commitment to innovative chip design. As Cerebras plans to invest its newfound capital into expanding cloud infrastructure, it positions itself at the forefront of the rapidly evolving AI landscape.

Anthropic finally beat OpenAI in business AI adoption — but 3 big threats could erase its lead

In a significant shift in the AI landscape, Anthropic's Claude now leads in business adoption, surpassing OpenAI's ChatGPT for the first time. According to the May 2026 Ramp AI Index, Anthropic's adoption rose to 34.4% while OpenAI's fell to 32.3%. This growth reflects a year of remarkable progress for Anthropic, which has quadrupled its adoption rate. However, the report highlights three looming threats that could undermine this momentum, including rising costs and challenges related to its token-based pricing model.

Is your enterprise adaptive to AI?

Is your enterprise adaptive to AI? As organizations embark on their AI journeys, many discover that simply deploying individual solutions doesn’t lead to transformative impacts. The next phase requires a shift from automation to continuous adaptation, especially for complex, globally distributed entities like Global Business Services. Embracing adaptive AI ecosystems allows organizations to orchestrate workflows intelligently and respond to evolving business needs. To explore this critical transition and its implications, delve further into our insights on how adaptive AI can reshape your enterprise landscape.