Dark Reading: 2026 Is the Year AI Agents Become the Attack Surface
48% of CISOs identify agentic AI as top attack vector. 88% report security incidents. Dark Reading's comprehensive threat analysis for 2026.
12 min read
Agentic AI & LLMs
Agentic AI & LLMs archive page 556 of 631
Agentic AI & LLMs
Agentic AI, LLM engineering, and the models behind modern automation — multi-agent systems, LLM evaluation and comparisons, RAG, fine-tuning, AI infrastructure, security, and production AI engineering.
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LLM-Powered Data Extraction and Document Processing: Patterns That Work in 2026
Practical architectures for using LLMs to extract structured data from unstructured documents, covering schema design, chunking strategies, and production reliability patterns.
5 min read
Profitmind Lands $9M for Agentic AI Decision Intelligence
Andrew Ng-backed Profitmind raises $9M Series A for autonomous retail decision-making. Accenture Ventures leads the Agentic AI platform round.
8 min read
Top AI Agent Voice Platforms Ranked: Retell, Vapi, PolyAI (2026)
Comprehensive ranking of AI voice agent platforms in 2026: Retell AI, Vapi, PolyAI, and more. Enterprise features, pricing, and performance compared.
4 min read
Top AI Voice Agent Platforms Ranked and Reviewed for 2026
Comprehensive evaluation of Retell AI, Vapi, PolyAI and more AI voice agent platforms. Features, pricing, and enterprise fit compared for 2026.
11 min read
Beyond Transformers: Mamba, RWKV, and State-Space Models Challenging the Dominant Architecture — Rwkv vs mamba 2025
Rwkv vs mamba 2025: technical comparison of emerging transformer alternatives including Mamba's selective state spaces, RWKV's linear attention, and hybrid architectures that combine the best of both worlds.
6 min read
Where Claude Cowork plugins are heading and how to prep
The trajectory of enterprise agentic plugins — ecosystems, longer-horizon autonomy, MCP infrastructure — and the concrete moves to prepare your teams now.
7 min read
How to measure success of Claude Cowork plugins
The outcome, quality, and efficiency metrics — plus eval pass rates and leading signals — that prove Claude Cowork plugins work across the enterprise.
7 min read
A Claude Cowork plugin walkthrough: problem to shipped
A realistic end-to-end Claude Cowork plugin build — decompose the problem, wire connectors and skills, prove it with evals, and ship a reusable workflow.
7 min read