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Grace Hopper pioneered the compiler concept, co-created COBOL, and served as a U.S. Navy Rear Admiral. Her work transformed software development from machine code to human language.

Analyzing real LLM inference costs: from B200 GPU compute gains, vLLM framework optimization to MTP multi-token prediction, explaining why serving costs are widely overestimated.

In-depth review of Poolside's Laguna S 2.1 open-source coding model: MoE architecture, RL training, DGX Spark local deployment, and real-world agentic coding tests with 8B active parameters.

OpenAI engineers have found ways to cut inference costs by over 50%. Combined with Anthropic's research AI tools and an $800M chip startup, the AI race is shifting from capability to cost efficiency.
JAX Host Offloading: A Practical Guide…
Memory capacity is the core bottleneck in LLM training. This guide explores JAX-based host offloading — covering optimizer state offloading, activation strategies, PCIe bandwidth trade-offs, and how it complements activation recomputation.

Unsloth v0.1.463-beta fixes a Studio crash caused by access-denied errors during llama-server service discovery. Improves stability for multi-user servers and Windows environments.

OpenAI CFO Sarah Fryer shares real-world AI applications in finance teams, including investor relations GPTs, full-coverage auditing, tax automation, and career advice for the AI era.

Explore how AI visual programming transforms development from writing code line-by-line to click-and-drag operations, and its impact on developers and the future of software.
Expert OpinionsReplit CEO Amjad Masad on AI Agent long-horizon reasoning breakthroughs from 2 to 200 minutes, natural language programming, and why current AI utility may be AGI's biggest obstacle.
TutorialsDeep dive into deploying Google Gemma 4 on NVIDIA DGX Spark. Covers hardware architecture, Gemma 4 highlights, local AI deployment benefits, and developer best practices for desktop-class AI supercomputing.