Deploy GPU & AI Clusters Worldwide with Zero Cold-Start Overhead
Breakthroughs in large language models, multimodal foundation models, agentic reasoning, and the technological pathway toward Artificial General Intelligence.
An architectural examination of native multimodal foundation models integrating real-time audio, sensor telemetry, and spatial coordinate reasoning.
Tanisha PanwarMoving beyond zero-shot prompts to iterative agentic loops: planning, tool use, reflection, and multi-agent consensus mechanisms in mission-critical systems.
Tanisha PanwarA quantitative analysis comparing proprietary frontier API costs against self-hosted open-weights models on dedicated H100 and Blackwell clusters.
Tanisha PanwarHow modern curation pipelines employ formal verifiers, Monte Carlo tree search, and recursive filtering to train frontier models without degenerative drift.
Tanisha PanwarA comprehensive decision matrix evaluating Context Windows, LoRA, QLoRA, and full parameter fine-tuning for production AI applications.
Tanisha PanwarReal-Time Distributed Tracing Across Heterogeneous Multi-Cloud Fleets
