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Parallel Context Compaction

Parallel Context Compaction is a research design for shortening long agent histories without making one blocking summarization call do all the work. The paper reports better compaction throughput in s...

AI LLM Tech Trends

27-May-2026

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Planning in the LLM Era

Planning in the LLM Era is moving from one-off natural-language plans toward reusable planners, symbolic models, and executable policies that can be tested before deployment. The shift can reduce repe...

AI LLM Tech Trends

27-May-2026

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Vector Policy Optimization (VPO)

Vector Policy Optimization VPO is a research preprint about training language models to produce diverse, competent candidate sets for test-time search. It keeps reward components as a vector, samples ...

AI LLM Tech Trends

27-May-2026

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Can AI Forecast Scientific Breakthroughs?

CUSP benchmark AI research tests whether models can forecast scientific progress rather than explain discoveries after the fact. The current paper evaluates 4,760 verifiable scientific events through ...

AI LLM Tech Trends

27-May-2026

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Equilibrium Reasoners (EqR)

Equilibrium Reasoners (EqR) are a research framework for scaling reasoning at test time by repeatedly updating a latent state. The paper studies task-conditioned attractors, depth through more iterati...

AI LLM Tech Trends

27-May-2026

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Agent JIT Compilation

Agent JIT Compilation is a research approach for reducing web-agent latency by compiling a natural-language task into executable code that can include model calls, tool calls and parallel execution. T...

AI LLM Tech Trends

27-May-2026

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MCP Server Security Checklist (2026)

MCP Server Security Checklist 2026 starts with strict tool-input validation, least-privilege authorization, safe network egress, restricted filesystem access, secret isolation, human approval for risk...

AI Policy Compliance Security

27-May-2026

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AI for HVAC, Roofing & Pest Control

AI for HVAC, Roofing and Pest Control means using trade-aware software to assist with calls, scheduling, dispatch, estimates, route planning, documentation, and follow-up. The useful question is not w...

AI Tools Software Technology

27-May-2026

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AI Agent Identity Crisis

AI Agent Identity is the foundation for telling software agents apart, binding them to a responsible owner, and limiting what they can do across services. This guide explains WIMSE, SPIFFE, OAuth toke...

AI LLM Tech Trends

27-May-2026

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EU AI Act Compliance Tools 2026

Selecting the right EU AI Act compliance tools is critical as the August 2026 enforcement deadline approaches. This guide reviews platforms like Credo AI and Holistic AI that help organizations automa...

AI Policy Compliance Security

27-May-2026

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AI Agent Memory Systems Explained

Discover how AI agent memory systems solve amnesia in production. Compare vector databases, episodic memory, and shared layers for agent teams in 2026. AI agent memory systems are persistent storage l...

AI LLM Tech Trends

27-May-2026

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Multimodal AI Systems: The 2026 Race to Unify Text, Vision, Audio & Video

Multimodal AI systems are moving from separate text, vision, audio, and video tools toward architectures that share representations, route work across experts, and manage temporal context. The real 20...

AI LLM Tech Trends

26-May-2026

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