MarketsandMarkets

Food as Medicine Market worth $400.81 billion by 2031

The report "Food as Medicine Market" by Product Type (Functional Foods, Medical Foods, Nutraceuticals, Personalized Nutrition Products, Therapeutic Food Products), Function (Metabolic Health, Diabetes Management, Cardiovascular Health, Gastrointestinal Health, Immune Health, Other Functions), Ingredient Type, Source, Form, Distribution Channel, Prescription Type (Qualitative), and Region – Global Forecast to 2031. The food as medicine market is estimated at USD 254.15 billion in 2026 and is projected to reach USD 400.81 billion by 2031, at a CAGR of 9.5% from 2026 to 2031.

Scaling Continuous AI Pentesting Across Multi-Cloud

The article argues that traditional, periodic penetration testing no longer matches the speed and dynamism of multi-cloud infrastructure. Citing industry studies, the piece highlights widespread multi-cloud adoption and major workforce shortages in cybersecurity, and describes how autonomous, AI-driven testing agents (agentic/continuous pentesting) can deliver faster, more consistent coverage, reduce triage costs, and integrate with compliance mapping. It references Cloud Security Alliance governance guidance that emphasises containment and human approval, and presents four operational components required to scale cloud pentesting: event-triggered continuous scanning, AI-assisted triage, human approval gates for destructive actions, and automated compliance mapping. The article frames the shift as financially compelling given lower breach costs for organisations using AI and rapid market growth in cloud-based pentesting.

Author Defines Four Agent Architectures and Diagnostic Test

The article argues that the umbrella term “agent” now describes four distinct AI architectures—coding harnesses, dark factories, auto research, and orchestration frameworks—and that conflating them causes costly tool and strategy mistakes. It presents a taxonomy describing what each architecture does, who uses them, a single diagnostic question to pick the right architecture, operating principles for each class (decomposition, specification-as-code, metric-plus-guardrail, handoff contracts), and three diagnostic prompts to classify problems and avoid mismatches. The piece cites market estimates forecasting growth from roughly $8 billion in 2025 to over $50 billion by 2030 for the AI agent market (MarketsandMarkets, BCC Research).