"Context Engineering for Multi-Agent Systems: Move beyond prompting to build a Context Engine, a transparent architecture of context and reasoning" — at http://
amzn.to/448dSiA v/ @PacktDataML 𝓦𝓱𝓪𝓽 𝓨𝓸𝓾 𝓦𝓲𝓵𝓵 𝓛𝓮𝓪𝓻𝓷:
Develop memory models to retain short-term and
AGENTS
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Context Engineering and Memory Models for Multi-Agent Systems
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Meet Annie: AI Assistant for Alteryx One Data Platform
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Meet Annie.
Your AI-powered assistant for Alteryx One — here to answer questions, solve challenges, and show how teams are driving real value with data.
Curious?
Ask Annie: https://
ow.ly/UX7C50Y9s4i #AlteryxAnnie -
Perplexity Launches Model Council for Multi-Agent Task Execution
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BREAKING 🚨: @perplexity_ai LAUNCHES MODEL COUNCIL, A NEW MODE WHERE GEMINI 3 PRO, OPUS 4.5 AND GPT 5.2 WILL WORK AS A SWARM OF ASYNC AGENTS ON YOUR TASK.
— 🚨 AI News | TestingCatalog (@testingcatalog) 5 février 2026
Perplexity MAX 🔥 https://t.co/n0eKrkhSw1 pic.twitter.com/sCvVQQwGsfBREAKING : @perplexity_ai LAUNCHES MODEL COUNCIL, A NEW MODE WHERE GEMINI 3 PRO, OPUS 4.5 AND GPT 5.2 WILL WORK AS A SWARM OF ASYNC AGENTS ON YOUR TASK. Perplexity MAX
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OpenAI Announces ‘Frontier’ Enterprise Platform for AI Agents
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BREAKING 🚨: OPENAI ANNOUNCED OPENAI FRONTIER, A NEW ENTERPRISE PLATFORM TO CREATE AND MANAGE AI COWORKERS.
— 🚨 AI News | TestingCatalog (@testingcatalog) 5 février 2026
IT IS HAPPENING 👀
"Frontier gives agents the same skills people need to succeed at work: Understand how work gets done, Use a computer and tools, Improve quality over… https://t.co/5TyCHQ2EpP pic.twitter.com/wGbvqrxmXeBREAKING : OPENAI ANNOUNCED OPENAI FRONTIER, A NEW ENTERPRISE PLATFORM TO CREATE AND MANAGE AI COWORKERS. IT IS HAPPENING "Frontier gives agents the same skills people need to succeed at work: Understand how work gets done, Use a computer and tools, Improve quality over
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Perplexity Upgrades Deep Research with State-of-the-Art Performance
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Perplexity is back! Perplexity (@perplexity_ai) We've upgraded Deep Research in Perplexity. Perplexity Deep Research achieves state-of-the-art performance on leading external benchmarks, outperforming other deep research tools on accuracy and reliability. Available now for Max users. Rolling out to Pro in the coming days. — https://nitter.net/perplexity_ai/status/2019126571521761450#m
→ View original post on X — @abhi1thakur, 2026-02-05 14:43 UTC
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Boring AI Agents: Reliability Over Extended Reasoning for Enterprise
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@AnthropicAI: “The longer models spend reasoning and taking actions, the more incoherent they become.”
— AI21 Labs (@AI21Labs) 5 février 2026
Our boring agents: "Nope. We do not."
Enterprise workflows need reliability across dozens of actions.
👉 Learn why Boring AI is a necessity, not a nice-to-have:… pic.twitter.com/KVf3pYCCVx@AnthropicAI
: “The longer models spend reasoning and taking actions, the more incoherent they become.” Our boring agents: "Nope. We do not." Enterprise workflows need reliability across dozens of actions. Learn why Boring AI is a necessity, not a nice-to-have: -
Human-Like AI Holograms Transform Stadium Fan Experience
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Fan guidance, wayfinding, and real‑time answers—delivered by a human‑like hologram. Jia Li from @LiveX_ai
, explains how human-like AI agents are transforming fan interactions and customer experiences in stadiums, airports, and stores. Listen to the episode: -
Moving Telegram to iPhone Home Screen for AI Agent Fleet Access
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Because of @openclaw I have now moved telegram to the main screen of my iPhone for speedy access to my fleet of agents.
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Understanding Your Role and AI Tool Adoption Across Professions
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Another thing is understanding your role and what you want out of the tool. There's no universe where a marketer for example will start going deep into coding and building production heavy agents except you're making a complete career transition.
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OpenScholar Scientific Deep Research Agents Accepted to Nature
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Thrilled to share: OpenScholar – our work on scientific deep research agents for reliable literature synthesis -has been accepted to Nature! 🎉 Huge thanks to collaborators across institutions who made this possible!