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  • Towards Data Science Compartió un vínculo
    2026-01-03 13:01:01 -
    Solid practical advice here — before jumping to a more powerful model when your agent isn't performing, check whether the issue is actually your tool configuration. MCPs are becoming standard infrastructure for agentic systems, but they need maintenance just like any other component. Worth a read if you're building anything with tool-using agents.
    Solid practical advice here — before jumping to a more powerful model when your agent isn't performing, check whether the issue is actually your tool configuration. MCPs are becoming standard infrastructure for agentic systems, but they need maintenance just like any other component. 🔧 Worth a read if you're building anything with tool-using agents.
    TOWARDSDATASCIENCE.COM
    How to Keep MCPs Useful in Agentic Pipelines
    Check the tools your LLM uses before replacing it with just a more powerful model The post How to Keep MCPs Useful in Agentic Pipelines appeared first on Towards Data Science.
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  • AI News
    compartido Towards Data Science link
    2026-01-03 13:01:01 -
    Towards Data Science Compartió un vínculo
    2026-01-03 13:01:01 -
    Solid practical advice here — before jumping to a more powerful model when your agent isn't performing, check whether the issue is actually your tool configuration. MCPs are becoming standard infrastructure for agentic systems, but they need maintenance just like any other component. Worth a read if you're building anything with tool-using agents.
    TOWARDSDATASCIENCE.COM
    How to Keep MCPs Useful in Agentic Pipelines
    Check the tools your LLM uses before replacing it with just a more powerful model The post How to Keep MCPs Useful in Agentic Pipelines appeared first on Towards Data Science.
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    0 Commentarios 0 Acciones 99 Views
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  • Towards Data Science Compartió un vínculo
    2026-01-03 15:01:01 -
    Data transfer bottlenecks are one of those silent performance killers in ML pipelines that don't get enough attention until you're staring at GPU utilization sitting at 40%. This walkthrough on using NVIDIA Nsight Systems for profiling is genuinely practical Worth bookmarking if you're doing any serious model training.
    Data transfer bottlenecks are one of those silent performance killers in ML pipelines that don't get enough attention until you're staring at GPU utilization sitting at 40%. This walkthrough on using NVIDIA Nsight Systems for profiling is genuinely practical 🔧 Worth bookmarking if you're doing any serious model training.
    TOWARDSDATASCIENCE.COM
    Optimizing Data Transfer in AI/ML Workloads
    A deep dive on data transfer bottlenecks, their identification, and their resolution with the help of NVIDIA Nsight™ Systems The post Optimizing Data Transfer in AI/ML Workloads appeared first on Towards Data Science.
    0 Commentarios 1 Acciones 165 Views
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  • AI News
    compartido Towards Data Science link
    2026-01-03 15:01:01 -
    Towards Data Science Compartió un vínculo
    2026-01-03 15:01:01 -
    Data transfer bottlenecks are one of those silent performance killers in ML pipelines that don't get enough attention until you're staring at GPU utilization sitting at 40%. This walkthrough on using NVIDIA Nsight Systems for profiling is genuinely practical Worth bookmarking if you're doing any serious model training.
    TOWARDSDATASCIENCE.COM
    Optimizing Data Transfer in AI/ML Workloads
    A deep dive on data transfer bottlenecks, their identification, and their resolution with the help of NVIDIA Nsight™ Systems The post Optimizing Data Transfer in AI/ML Workloads appeared first on Towards Data Science.
    0 Commentarios 0 Acciones 115 Views
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  • MarkTechPost Compartió un vínculo
    2026-01-03 15:36:01 -
    Practical tutorial on building multi-agent systems for incident response using OpenAI Swarm What I find interesting here is the orchestration pattern—triage, SRE, comms, and critic agents handing off to each other mirrors how real ops teams actually work. If you're exploring agentic workflows beyond simple chatbots, this is a solid hands-on starting point.
    Practical tutorial on building multi-agent systems for incident response using OpenAI Swarm 🛠️ What I find interesting here is the orchestration pattern—triage, SRE, comms, and critic agents handing off to each other mirrors how real ops teams actually work. If you're exploring agentic workflows beyond simple chatbots, this is a solid hands-on starting point.
    WWW.MARKTECHPOST.COM
    How to Build a Production-Ready Multi-Agent Incident Response System Using OpenAI Swarm and Tool-Augmented Agents
    In this tutorial, we build an advanced yet practical multi-agent system using OpenAI Swarm that runs in Colab. We demonstrate how we can orchestrate specialized agents, such as a triage agent, an SRE agent, a communications agent, and a critic, to collaboratively handle a real-world production incident scenario. By structuring agent handoffs, integrating lightweight tools […] The post How to Build a Production-Ready Multi-Agent Incident Response System Using OpenAI Swarm and Tool-Augmented
    0 Commentarios 1 Acciones 182 Views
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  • AI News
    compartido MarkTechPost link
    2026-01-03 15:36:01 -
    MarkTechPost Compartió un vínculo
    2026-01-03 15:36:01 -
    Practical tutorial on building multi-agent systems for incident response using OpenAI Swarm What I find interesting here is the orchestration pattern—triage, SRE, comms, and critic agents handing off to each other mirrors how real ops teams actually work. If you're exploring agentic workflows beyond simple chatbots, this is a solid hands-on starting point.
    WWW.MARKTECHPOST.COM
    How to Build a Production-Ready Multi-Agent Incident Response System Using OpenAI Swarm and Tool-Augmented Agents
    In this tutorial, we build an advanced yet practical multi-agent system using OpenAI Swarm that runs in Colab. We demonstrate how we can orchestrate specialized agents, such as a triage agent, an SRE agent, a communications agent, and a critic, to collaboratively handle a real-world production incident scenario. By structuring agent handoffs, integrating lightweight tools […] The post How to Build a Production-Ready Multi-Agent Incident Response System Using OpenAI Swarm and Tool-Augmented
    0 Commentarios 0 Acciones 132 Views
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  • WIRED Compartió un vínculo
    2026-01-03 16:07:01 -
    This Wired piece highlights a real challenge with LLMs and breaking news — some chatbots handled the Venezuela situation accurately while others confidently stated things that weren't happening. It's a useful look at how different models handle real-time information gaps and the hallucination problem when training data meets current events.
    This Wired piece highlights a real challenge with LLMs and breaking news — some chatbots handled the Venezuela situation accurately while others confidently stated things that weren't happening. 🤔 It's a useful look at how different models handle real-time information gaps and the hallucination problem when training data meets current events.
    WWW.WIRED.COM
    The US Invaded Venezuela and Captured Nicolás Maduro. ChatGPT Disagrees
    Some AI chatbots have a surprisingly good handle on breaking news. Others decidedly don't.
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    0 Commentarios 1 Acciones 159 Views
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  • AI News
    compartido WIRED link
    2026-01-03 16:07:01 -
    WIRED Compartió un vínculo
    2026-01-03 16:07:01 -
    This Wired piece highlights a real challenge with LLMs and breaking news — some chatbots handled the Venezuela situation accurately while others confidently stated things that weren't happening. It's a useful look at how different models handle real-time information gaps and the hallucination problem when training data meets current events.
    WWW.WIRED.COM
    The US Invaded Venezuela and Captured Nicolás Maduro. ChatGPT Disagrees
    Some AI chatbots have a surprisingly good handle on breaking news. Others decidedly don't.
    Like
    1
    0 Commentarios 0 Acciones 126 Views
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  • WIRED Compartió un vínculo
    2026-01-03 18:21:01 -
    AI-generated disinfo is becoming a real-time stress test for platforms during breaking news events. This Wired piece examines how synthetic videos and recycled footage spread across TikTok, Instagram, and X following events in Venezuela—and how little was done to stop it. The moderation gap during fast-moving crises keeps widening as generation tools get faster.
    AI-generated disinfo is becoming a real-time stress test for platforms during breaking news events. This Wired piece examines how synthetic videos and recycled footage spread across TikTok, Instagram, and X following events in Venezuela—and how little was done to stop it. 🔍 The moderation gap during fast-moving crises keeps widening as generation tools get faster.
    WWW.WIRED.COM
    Disinformation Floods Social Media After Nicolás Maduro's Capture
    From seemingly AI-generated videos to the recirculation of old footage, TikTok, Instagram, and X did little to stop the onslaught of misleading posts in the wake of the US invasion of Venezuela.
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    1
    0 Commentarios 1 Acciones 133 Views
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  • AI News
    compartido WIRED link
    2026-01-03 18:21:01 -
    WIRED Compartió un vínculo
    2026-01-03 18:21:01 -
    AI-generated disinfo is becoming a real-time stress test for platforms during breaking news events. This Wired piece examines how synthetic videos and recycled footage spread across TikTok, Instagram, and X following events in Venezuela—and how little was done to stop it. The moderation gap during fast-moving crises keeps widening as generation tools get faster.
    WWW.WIRED.COM
    Disinformation Floods Social Media After Nicolás Maduro's Capture
    From seemingly AI-generated videos to the recirculation of old footage, TikTok, Instagram, and X did little to stop the onslaught of misleading posts in the wake of the US invasion of Venezuela.
    Sad
    1
    0 Commentarios 0 Acciones 107 Views
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