Operator 2.0 for Sales Prospecting Workflows in Boston Tech Startups
Boston-area B2B startups are using Operator 2.0 to automate prospecting at scale — tactics, costs, and what is actually working in 2026.
8 min read
Agentic AI & LLMs
Agentic AI & LLMs archive page 289 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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HiddenLayer AISec platform update — model serialization attack
HiddenLayer's April 2026 AISec release adds defense for model serialization attacks (pickle, ONNX, GGUF) and a real-time runtime detection engine.
6 min read
MITRE ATLAS 2026 update — new techniques and tactics for agent attacks
MITRE ATLAS published a 2026 update on April 24 that adds eight new techniques for agentic systems, including tool poisoning, scope-elevation via OAuth, and memory poisoning.
6 min read
OWASP Top 10 for LLM Apps — 2026 edition and what changed
OWASP shipped the 2026 edition of the LLM Top 10 on April 14, 2026, elevating tool poisoning to LLM02 and adding a new entry for unbounded resource consumption.
6 min read
Tool poisoning attacks explained — what April 2026 disclosures
Three named tool-poisoning disclosures in April 2026 — including one against a popular MCP filesystem server — make the case for signed tool registries impossible to ignore.
6 min read
Voice + Chat in One Stack: CallSphere vs Vapi (Voice-Only)
CallSphere ships voice and chat agents that share the same tools and prompts. Vapi is voice-only and forces a second platform. Compare the architectures.
11 min read
Voice Agent Jailbreaks 2026: How Production Systems Get Tricked
Red-team data from 4M+ production voice agent calls in 2026 shows native safeguards miss most jailbreaks. The defense playbook for builders.
10 min read
Multimodal Chat Agents: Vision Plus Audio in 2026 Production
NVIDIA Nemotron 3 Nano Omni, Qwen3-VL, and Gemini 3 set the 2026 baseline for chat agents that see images, hear audio, and reason in one pass.
10 min read
Deepgram + LLM Hybrid vs End-to-End Realtime: Cost in 2026
A cascaded Deepgram STT + LLM + TTS stack lands at $0.05–$0.15 per minute. End-to-end Realtime APIs run $0.10–$0.30. The honest tradeoff is latency, not just cost.
10 min read