AI News, Research and Tool Reviews
-
Poolside engineers use the $3B coding model to automate software development
Poolside utilizes its Laguna model family, including the 3B parameter XS 2.1, to automate software engineering tasks. The company reached a $3 billion valuation following a $500 million…
-
The $400M foundation for universal robot brains
Physical Intelligence secured $400 million to develop the π0 model, a generalist robotic brain designed to control diverse hardware. This technology aims…
-
Lightmatter’s Passage photonic interconnect and NVIDIA Blackwell
Lightmatter’s Passage M1000 photonic interposer provides 114 Tbps of bidirectional bandwidth to solve chiplet communication bottlenecks. This technology integrates with NVIDIA’s Blackwell…
-
Power delivery failures in SambaNova SN40L rack deployments
Deploying SambaNova SN40L racks requires precise power and thermal validation to avoid instability. Common mistakes include insufficient PDU margin testing and overlooking…
-
Common fine-tuning mistakes that ruin Llama 3.3 enterprise deployments
Avoid deployment failures by managing data quality, quantization precision, and catastrophic forgetting. While Llama 3.3 70B offers cost advantages, its 0.11 completion…
-
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…
Trending Now
- Poolside engineers use the $3B coding model to automate software development
- Posit releases version 2026.11.0 for data science workflows
- Financial and structural hurdles for Cerebras wafer-scale deployment
- NVIDIA’s journey from Tesla K20 to Blackwell B200 dominance
- Devin AI pricing and enterprise performance realities