#AgentSystems

@putmanmodel.bsky.social

6 days ago

I just published a small deterministic demo for a bounded weak-signal routing pattern:

Notice → Interpret → Shape → Govern

Weak cues should matter without instantly becoming truth, memory, or action.

#AI #Robotics #CognitiveScience #HCI #AgentSystems

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Resultsense

@resultsense.bsky.social

2 weeks ago

UC San Diego researchers say multi-agent AI has a memory problem. The fix? Computer architecture: caching, consistency, hierarchy. Old problems, new systems.

#AI #AgentSystems

resultsense.com/i/2026-03-19-multi-agent...

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Fahim khan

@morfes.bsky.social

2 weeks ago

A bigger context window does not guarantee better retrieval. Needle-in-a-haystack shows many LLMs miss facts buried in the middle of the context, and agent systems can favour tools listed first over better later options. Better structure beats bigger prompts.
#LLMs #AIEngineering #AgentSystems

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PUTMAN Logic

@putmanmodel.bsky.social

3 weeks ago

Mirror Recognition in Stratified Agent Architectures: A Constraint-Governed Recognition Boundary Under Reflection This companion paper defines mirror recognition in stratified agent architectures as a constraint-governed recognition boundary under reflection, not as direct self-perception, consciousness, or metap...

“AI sees itself” is not an architecture.

Mirror recognition, if you want to talk about it seriously, should be modeled as a bounded, governed event under reflection — not as consciousness fanfiction.

New paper:
zenodo.org/records/1901...

Demo Monday.

#AI #AISafety #AgentSystems

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AI Daily Post

@aidailypost.com

3 weeks ago

Agents are ditching RAG for pure vector search—because memory frameworks already store embeddings. Find out why similarity search is becoming the go‑to retrieval infra for LLM agents. #VectorSearch #AIMemory #AgentSystems

🔗 aidailypost.com/news/agents-...

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Vadim

@webcraftukraine.bsky.social

1 month ago

Emergent AI як працює мульти-агентна архітектура 2026 Розбираємо, як працює Emergent AI: структура агентів, emergent behavior, reflection loops, техстек (Next.js, Supabase), ризики та порівняння з LangGraph

Детальна розбірна архітектура Emergent AI 2026: як агенти приймають рішення та взаємодіють у системі. Технічний гайд для розробників і AI-ентузіастів.
🔗 webscraft.org/blog/yak-pra...
#EmergentAI #AgentSystems #AI

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Decision AI

@decision-ai.bsky.social

10 months ago

Scaling agent systems to solve complex tasks can lead to inefficiencies. We introduce asymptotic analysis with #LLM primitives (#AALPs) to model and optimize computational cost as systems grow.
Read our paper: ow.ly/ALHq50W2YaM
Dive into our blog: ow.ly/YuF950W2YaL
#AgentSystems

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Bibo W.

@bibo72.bsky.social

10 months ago

From tool calling to multi-agent orchestration—LLMs now interact via the Model Context Protocol (MCP) for scalable, modular workflows. Agents coordinate tasks through JSON-RPC, powering the next generation of AI systems.
#LLM #MCP #AgentSystems #AI #OpenAI #Anthropic

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Posts tagged #AgentSystems