Tracking signals in AI infrastructure, decoding industry dynamics and technological evolution
March 17, 2026: GTC-aligned releases push disaggregated inference forward with NVIDIA Dynamo 1.0, AWS llm-d, and Traefik Hub governance, while agent tooling matures.
March 16, 2026: Domain-specific control planes emerge, inference costs drop 10x, and high-signal OSS projects launch across agent infrastructure, graph engines, and developer tooling.
March 15, 2026: HART OS proposes decentralized AI OS, Pilot Protocol enables agent P2P communication, Plaidify converts protected sites to agent APIs.
March 14, 2026: AWS launches P-EAGLE and partners with Cerebras on disaggregated inference, Microsoft Azure integrates Fireworks AI, open source tools focus on agent memory and evaluation.
March 13, 2026: AgentSeal reveals critical MCP server flaws, Irregular Research shows agent drift, OneCLI, vyx, PycoClaw released.
March 12, 2026: Google acquires Wiz for cloud security, Meta reveals 24-month four-generation MTIA roadmap, Qualys launches TotalAI, GTC 2026 approaches.
March 11, 2026: Meta acquires Moltbook agent social network, OpenAI raises $110B, NVIDIA AIConfigurator, decentralized training milestone.
March 10, 2026: Nscale raises $2B, HPE unveils 1.6T AI connectivity, SoftBank's Telco AI Cloud, Karpathy open-sources autoresearch.
March 9, 2026: Qubic hits 15.5M TPS, SwarmBase for multi-agent coordination, first MCP-native subnet on Bittensor, agent-native deployment and payments.
March 8, 2026: Google ditches vector DBs for agent memory, Micron ships 256GB LPDRAM, DELIFT enables data-efficient LLM training.