AI Sparks
Explore the latest in Artificial Intelligence and Machine Learning. From AI tools and frameworks to automation, chatbots, and real-world applications, this category brings you insights, tutorials, and trends shaping the future.
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How to Speed Up Transformer Training Using NVIDIA Apex (FusedAdam, FusedLayerNorm) and Native torch.amp
print("n### SECTION D: end-to-end Transformer (vanilla fp32 vs Apex fused + AMP) ###") VOCAB, D, NHEAD, LAYERS, SEQ, BATCH, STEPS…
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Meet Memory OS: A 6-Layer Memory Stack Built on Hermes Agent
Hermes Agent already remembers from every session. An open source agent from Nous Research ships with selected memory files and…
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What the IMDA LLM Starter Kit Learns From Spritle About AI Certification
I recently had the opportunity to review the IMDA Starter Kit for Testing LLM-Based Applications in Security and Reliability. As…
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Parallax: Parameterized Local Linear Attention That Preserves Softmax and Adds a Learned Covariance Correction Branch
The Transformer’s focus has not changed since 2017. Most efficient work has tried to replace the softmax focus directly. The…
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Implementation of the Microsoft Agent Management Toolkit for Safe AI Agent Implementation with Policies, Authorizations, Audit Logs, and Risk Management.
scenarios = [ { "name": "Safe database read", "tool": research_db, "kwargs": { "table": "customers", "operation": "select", "type": "select", "sensitivity": "medium"…
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Genesis AI Releases Nyx, Quadrants, and Genesis World 1.0 Physics Platform for Scalable Robotic Foundation Model Evaluation
Genesis AI released Genesis World 1.0. The platform consists of four components: the Genesis World physics engine, Nyx (a real-time…
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Hermes Agent Ships Tool Search for MCP: Anthropic Evals Show 49% to 74% Accuracy Gain in Opus 4
Nous Research’s open source Hermes Agent now ships with a Search Tool feature. It directly addresses a growing bottleneck in…
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Building an AI-Driven Preventive Healthcare Ecosystem Not Just Another Healthcare App
When a client first approached us with the idea of building an AI-driven healthcare platform focused on cancer care and…
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Liquid AI Releases LFM2.5-8B-A1B: In-Device MoE Model With 8.3B Value and 1.5B Functional Parameters
Liquid AI just shipped LFM2.5-8B-A1B. It’s a Mixture-of-Experts (MoE) device model built for toolkits. The model holds a total of…
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Media Advisory: MIT to establish regional quantum hub | MIT News
MIT and the Commonwealth of Massachusetts have announced plans to establish a Quantum Systems Laboratory (QSL) at MIT, which will…
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