Echelon’s AI agents take aim at Accenture and Deloitte consulting models

by AI Generated Robotic ContentAI/ML NewsPosted on Comments are Disabled

Echelon, an artificial intelligence startup that automates enterprise software implementations, emerged from stealth mode today with $4.75 million in seed funding led by Bain Capital Ventures, targeting a fundamental shift in how companies deploy and maintain critical business systems. The San Francisco-based company has developed AI agents specifically trained to handle end-to-end ServiceNow implementations — …

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Are you tired of waiting for image/video generations? Now you can play Snake directly in ComfyUI while you wait!

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Added to my custom nodes, just install from ComfyUI Manager (search “CrasH Utils”) and add the Snake Game node. When focused on the node you can use the arrow keys on your keyboard to control it. https://github.com/chrish-slingshot/CrasHUtils I have no idea what possessed me to do this but I’m so glad I did. submitted by …

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Rethinking JEPA: Compute-Efficient Video SSL with Frozen Teachers

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Video Joint Embedding Predictive Architectures (V-JEPA) learn generalizable off-the-shelf video representation by predicting masked regions in latent space with an exponential moving average (EMA)-updated teacher. While EMA prevents representation collapse, it complicates scalable model selection and couples teacher and student architectures. We revisit masked-latent prediction and show that a frozen teacher suffices. Concretely, we (i) …

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Vxceed builds the perfect sales pitch for sales teams at scale using Amazon Bedrock

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This post was co-written with Cyril Ovely from Vxceed. Consumer packaged goods (CPG) companies face a critical challenge in emerging economies: how to effectively retain revenue and grow customer loyalty at scale. Although these companies invest 15–20% of their revenue in trade promotions and retailer loyalty programs, the uptake of these programs has historically remained …

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Want to get building production-ready AI agents? Here’s where startups should start.

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Startups are using agentic AI to automate complex workflows, create novel user experiences, and solve business problems that were once considered technically impossible. Still, charting the optimal path forward — especially with the integration of AI agents — often presents significant technical complexity To help startups navigate this new landscape, we’re launching our Startup technical …

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New memory framework builds AI agents that can handle the real world’s unpredictability

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Researchers at the University of Illinois Urbana-Champaign and Google Cloud AI Research have developed a framework that enables large language model (LLM) agents to organize their experiences into a memory bank, helping them get better at complex tasks over time. The framework, called ReasoningBank, distills “generalizable reasoning strategies” from an agent’s successful and failed attempts …

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