AI agents are changing cyber defense, but they may also create a new denial-of-service layer: humans 🤯 New blog 👉The Few Humans Left: Risk of Denial Service Attacks on Humans trent.ai/blog/humans-ddos-ai… As autonomous systems scale, the few humans left in the loop inherit only: ☑️ambiguity ☑️edge cases ☑️final judgment calls That means the real bottleneck shifts from infrastructure to cognition. The system doesn’t need to be breached to fail. It just needs to overwhelm human decision-making. Eno Thereska, CEO & Co-Founder of Trent AI, calls this “human DDoS.” A key idea from our RSAC 2026 Cyber Startup Expo panel on machine-speed cyber battle. #AISecurity #CyberSecurity #AgenticAI #RSAC
ENTERPRISE AI
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Beginner Analytics Projects with Databricks Free Edition
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Three beginner-friendly analytics projects you can finish in an afternoon with Databricks Free Edition • Analyze a simulated environment using AI/BI Dashboards and AI_Query()
• Explore sample trends and generate predictions with AI_Forecast()
• Load open data with Python and -
MemFactory: Unified Framework for Trainable Agent Memory Systems
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// Unified Inference and Training Framework for Agent Memory // Most memory-augmented agents are built with duct tape—one system for storage, another for retrieval, a third for training. New research introduces a unified framework that treats agent memory as a first-class, trainable component. MemFactory provides modular, plug-and-play memory components with native GRPO integration for fine-tuning memory management policies through RL. It supports Memory-R1, RMM, and MemAgent paradigms in one framework, with up to 14.8% relative gains over baselines. Why does it matter? As agents move from single-turn tools to persistent assistants, memory becomes the bottleneck. MemFactory gives researchers standardized infrastructure to build, train, and evaluate memory-driven agents without reinventing plumbing for every new approach. Paper: arxiv.org/abs/2603.29493 Learn to build effective AI agents in our academy: academy.dair.ai/
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Every Runs on Notion Agents for Workflow Automation
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we run all of @every on @NotionHQ one of the big reasons we love notion is notion agents. they run 24/7 in the background to help us: – prioritize work
– plan out our strategy
– organize knowledge
– make sure everyone is on the same page on Friday we're doing a Custom -
AI’s Role in Insurance: New Video Series Explores Applications
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Does AI have a place in the insurance industry? No? Think again.
— SAS Software (@SASsoftware) 1 avril 2026
SAS' Franklin Manchester hosts the new short video series, Brewing Curiosity: Insurance Unfiltered, to help insurers figure it out… Less than 15 minutes and 0 fluff. Watch the first full episode on YouTube now:… pic.twitter.com/mjHyOuRRXADoes AI have a place in the insurance industry? No? Think again. SAS' Franklin Manchester hosts the new short video series, Brewing Curiosity: Insurance Unfiltered, to help insurers figure it out… Less than 15 minutes and 0 fluff. Watch the first full episode on YouTube now:
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India Scales AI for Digital Governance and Public Infrastructure
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India is emerging as a powerful example of how #AI can be scaled to transform public digital infrastructure and strengthen governance at every level. 🇮🇳 From enabling smarter data ecosystems to enhancing service delivery, AI is driving efficiency, transparency, and impact across sectors. As India accelerates its digital journey, it is not just adopting AI, it is shaping how technology can serve citizens at scale. #DigitalIndia #AIforGovernance #TechForGood #PublicDigitalInfrastructure #Innovation @AshwiniVaishnaw @jitinprasada @PIB_India @SecretaryMEITY @abhish18 @kavitabha @GoI_MeitY @_DigitalIndia @mygovindia
→ View original post on X — @officialindiaai, 2026-04-01 13:31 UTC
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Alteryx Appoints Sabya Sen as VP for IMEA and APAC Regions
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Alteryx announces Sabya Sen as VP, IMEA & APAC. He will lead growth across India, Middle East, Africa & Asia-Pacific — key AI/data regions — driving customer outcomes and adoption of Alteryx One. Previously VP, UKI & Emerging Markets Europe. https://
ow.ly/JUBA50YBvV9 -
Axelera AI Demonstrates Advanced Edge AI with Metis Cards at ISC West
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5 models. 48 AIPU cores. Two 8K streams. Real time. At ISC West last week, we ran person-of-interest identification and weapon detection simultaneously using the Voyager SDK and three 4-chip Metis cards. 1,440+ model inferences/sec at 30-58W per card. The pilot phase of edge AI is over. Here's how we built it: eu1.hubs.ly/H0t6H2D0 #EdgeAI #ComputerVision #ISCWest
→ View original post on X — @axeleraai, 2026-04-01 13:00 UTC
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5 Production Scaling Challenges for Agentic AI in 2026
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5 Production Scaling Challenges for Agentic AI in 2026 machinelearningmastery.com/5…
→ View original post on X — @craigbrownphd, 2026-04-01 12:44 UTC
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AI Efficiency in Radiology and Its Impact on Radiologist Demand
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I just read this news, and it makes sense. Up until now, it's always been said that more AI in application (using radiology as an example) leads to more people being able to see radiologists due to increased efficiency, and therefore more human radiologists would be needed