AI Infrastructure

Anthropic has reached a $1.2 trillion valuation on secondary markets, making it the most sought-after private company in venture secondary history, according to Caplight CEO Javier Avalos. Shares are extremely scarce as …

Anthropic shares were quoted at an implied $1.2 trillion valuation on secondary markets including Caplight and Rainmaker Securities, according to a July 9, 2026 Business Insider report. Caplight CEO Javier Avalos said th…

Gartner predicts over 40% of agentic AI projects will be canceled by 2027, with the EU AI Act's human oversight requirements taking effect in 2026. A product leader argues that success depends on infrastructure layers—id…

Security leaders are spending billions on AI-driven cybersecurity tools, but most performance issues stem from fragmented data pipelines and schema drift rather than flawed detection models. Gartner projects that through…

The United States faces a growing risk of losing the AI talent and productivity war due to a severe shortage of skilled STEM professionals, producing fewer than 820,000 STEM graduates annually compared to China's 3.57 mi…

NVIDIA and Microsoft are jointly developing the DGX Station for Windows, a system designed to run hundreds of AI agents securely within enterprise Windows environments, targeting Japan's industrial sectors that rely on l…

Databricks tested Zhipu AI's open-weight model GLM-5.2 in July 2026 and found it matches Claude Opus 4.8 on enterprise coding quality while costing 34% less per task. The model scored 62.1% on SWE-bench Pro and 81.0% on …

A developer argues that prompt caching is an architectural pattern rather than a mere cost optimization, noting that many enterprise AI systems repeatedly send static context—such as system prompts, tool definitions, and…

Man Group, the world's largest listed hedge fund manager, is aggressively integrating large language models into its trading operations, including a partnership with Anthropic to deploy Claude across its strategies. The …

Decispher launches a system of record for engineering teams that captures decisions, conventions, and constraints from Slack, GitHub, and Jira conversations, serving them to both humans and AI agents. The platform uses a…

NVIDIA released Nemotron-Labs-3-Puzzle-75B-A9B, a compressed hybrid MoE LLM that achieves 2.03x server throughput over Nemotron-3-Super at matched user throughput. The model uses iterative puzzle compression to reduce pa…

Nvidia CEO Jensen Huang said his software engineers prefer building AI agents over writing Python code, arguing that the shift creates jobs rather than eliminating them. Huang positioned the trend as a promotion for engi…

Cerebras Systems announced plans to deploy 200 megawatts of AI compute capacity across Europe by 2027, with initial capacity online by late 2026. The build-out, spanning France, Norway, and Finland, will partly serve Ope…

A rare bacterium, Cupriavidus gilardii, was found in wastewater discharged during construction of Meta's $800 million AI data center in Cheyenne, Wyoming, prompting a months-long cleanup and new environmental regulations…

Budget smartphones face a severe threat as surging RAM prices, driven by AI data center demand for memory chips, push costs to unsustainable levels. Memory now accounts for up to 64% of the bill of materials for sub-$99 …

AWS has launched a self-hosted control plane called Claude apps gateway that centralizes access, spending, and governance for Claude Code and Claude Desktop. The gateway replaces per-developer cloud credentials and manua…

A developer recounts their experience at the Databricks Data and AI Summit 2026, highlighting key announcements and trends in data engineering and artificial intelligence. The event showcased new features in Databricks' …

Hugging Face Spaces are experiencing a service disruption where Space-to-Space requests to *.hf.space domains return 503 errors from an AWS ELB since July 8. The issue affects all traffic between Spaces regardless of SDK…

Anthropic launched new free courses in its Anthropic Academy, covering API development, enterprise deployment, and individual project use of its Claude AI model. The courses aim to help developers and organizations build…

A user reports persistent rate limiting errors when downloading the DeepSeek-V3-0324 model from Hugging Face, despite trying Git over HTTPS, SSH, and the Hugging Face CLI with authentication tokens. The issue prevents su…