TPC-H for less than a cent: ClickHouse Cloud vs. Snowflake, Databricks, BigQuery...
On Tuesday, June 2, 2026, the AI landscape saw a flurry of activity, with developments in cloud infrastructure, AI research, and security. It's a mixed bag today, with no single theme dominating the headlines.
ClickHouse Cloud has made a bold claim, stating it can run TPC-H for less than a cent, outperforming Snowflake, Databricks, BigQuery, and Redshift on cost-performance. Specifically, it ranked first on SF100 cost-performance and ran SF10 for under one cent.
NVIDIA has published a post highlighting the trend of financial institutions converging on transaction foundation models to build their own intelligence. This shift is driven by the need for more effective and efficient AI systems, with institutions having spent years building task-specific models.
On the infrastructure side, AWS AI/ML has published a blog post demonstrating how to implement a secure auth code flow setup using AgentCore Gateway with MCP clients. The post provides a step-by-step guide on how to implement Open Authorization Code flow as an inbound authorization mechanism for MCP servers hosted on Amazon Bedrock AgentCore Gateway.
Meanwhile, NVIDIA has announced NVIDIA JetPack 7.2 and NVIDIA NemoClaw support on NVIDIA Jetson, bringing agentic AI skills and Yocto project support to the platform. This development is significant, as it enables more advanced AI capabilities on edge devices.
OpenAI has published a report exploring how Codex is transforming productivity through AI-powered research, data analysis, workflow automation, and content creation. The report highlights the potential of Codex to become a productivity tool for everyone.
In related news, Estuary has published an article emphasizing the importance of real-time data in AI architectures, particularly in Snowflake environments. The article discusses considerations for using AI in the corporate world and why real-time data is crucial for accuracy.
On the research front, a paper on session-aware agentic routing has been published, addressing the challenge of continuity-aware model selection for long-horizon LLM agents. The paper proposes a solution to the routing problem that single-turn prompt routers were not designed to solve.
Microsoft has made several significant announcements, including the integration of OpenClaw's agentic DNA into Office 365 through its Scout project. Additionally, the company has developed its own reasoning engine, MAI-Thinking-1, which is a medium-sized model designed for general-purpose reasoning.
In funding news, Anthropic is reportedly scaling its Project Glasswing initiative, providing AI-powered vulnerability discovery to over 150 critical infrastructure organizations across 15 countries. This expansion is a significant development in the field of AI security.
A quieter note from Databricks: the company has not made any major announcements today, but its platform continues to be a key player in the data engineering and AI landscape.
Meanwhile at Google, there have been no major announcements, but the company's ongoing work in AI research and development is expected to yield significant results in the coming months.
And one for the security folks: a coalition of mathematicians has published a formal declaration warning that AI systems are undermining the integrity of mathematical research. The declaration raises questions about how data pipelines and ML models can be designed to ensure the integrity of mathematical research.
On the regulatory front, President Trump has issued an executive order directing frontier AI labs to submit their most advanced models to the government for security assessments. The order leaves the door open for noncompliance, but its implications are significant for the AI industry.
Cisco has announced a major overhaul of its data center infrastructure, designed to support production AI workloads. The new architecture features job-level segmentation, post-quantum cryptography, and agentic operations, enabling more efficient and secure AI processing.
Microsoft has also unveiled the Surface RTX Spark Dev Box, a miniature PC targeting developers who need to run large language models locally. The device is powered by Nvidia's Arm-based RTX Spark chip and features 128GB of storage.
That's the Daily AI Brief for Tuesday, June second, two thousand twenty-six. More tomorrow.
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