AI News, Research and Tool Reviews
-
Prompt injection exfiltration in healthcare AI integrations
RedAccess findings show 5,000 applications leak sensitive data through vulnerabilities in AI platforms. Attackers use indirect prompt injection and malicious Markdown rendering to exfiltrate medical records and PII…
-
Helsing’s defense AI growth and Ukraine drone deployments
Munich-based Helsing has reached an $18 billion valuation following rapid capital raises. The company provides AI-equipped HX-2 strike drones and CA-1 Europa…
-
Understanding Anthropic Claude Enterprise pricing and usage
Claude Enterprise uses a dual billing model combining $20 monthly seat fees with usage-based API rates. Organizations must manage variable token costs…
-
Scale AI valuation shifts as defense revenue grows
Scale AI faces a revenue guidance drop to $1 billion in 2026 following a Meta investment that caused major clients like OpenAI…
-
Why your Pinecone RAG pipeline fails in production
Improving RAG retrieval accuracy requires addressing chunking errors, embedding drift, and lexical misses. Implementing structure-aware chunking can improve accuracy by 25% to…
-
Risks in Intel’s Falcon Shores delays for Argonne’s Aurora 2 upgrade
Intel’s shifting GPU roadmap and the transition to Falcon Shores create hardware gaps that threaten exascale deployments like Argonne National Laboratory’s Aurora…
-
Samsung Foundry and Tenstorrent build next-generation AI chiplets
Samsung Foundry manufactures Tenstorrent’s RISC-V Wormhole AI chiplets using the SF4X 4nm process. Led by Jim Keller, Tenstorrent aims to provide an…
-
Groq LPU inference pricing edge over NVIDIA H100s
Groq provides a cost advantage for Llama 3.3 70B workloads compared to NVIDIA H100s when using highly optimized hardware. While Cerebras offers…
-
xAI Colossus vs Microsoft Stargate: AI supercomputer efficiency
xAI’s Colossus cluster in Memphis delivers better training cost per watt than the Stargate project due to its 2 gigawatt capacity and…