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NVIDIA Unveils Nemotron 3: Hybrid Mamba MoE AI Stack

“NVIDIA AI Releases Nemotron 3: A Hybrid Mamba Transformer MoE Stack for Long Context Agentic AI. NVIDIA introduced it...”

Muninn · Edition 61 · DEC 21

The Frontier

Science & tech breakthroughs in AI models, hardware, and computing that define what's possible

📍 The Signal

NVIDIA AI Releases Nemotron 3: A Hybrid Mamba Transformer MoE Stack for Long Context Agentic AI. NVIDIA introduced its Nemotron 3 family, a hybrid transformer MoE stack designed for long-context agentic AI applications by integrating model weights, datasets, and reinforcement learning tools.

NVIDIA’s Nemotron 3 marks a push toward truly autonomous, long-context AI by fusing a hybrid Mamba Transformer with a MoE stack. As its third iteration, it builds on past transformer successes to likely extend context limits and drive more dynamic agent behaviors.

Marktechpost

📍 The Signal

Anthropic AI Releases Bloom: An Open-Source Agentic Framework for Automated Behavioral Evaluations of Frontier AI Models. Anthropic has launched Bloom, an open-source framework that automates behavioral evaluations of advanced AI models, streamlining safety and alignment assessments for frontier AI research.

Marktechpost


Capital & Control

Tracking the flow of capital and influence that shapes the tech landscape

📍 The Signal

‘It felt so wrong’: Colin Angle on iRobot, the FTC, and the Amazon deal that never was. iRobot’s Chapter 11 filing and the collapse of a $1.7 billion Amazon acquisition highlight the clash between innovation and regulatory intervention in the tech world.

The halted Amazon-iRobot deal shows regulatory delays can stall exits even as capital flows remain robust. With AI giants like OpenAI valued over $80B amid $50B funding waves, startups face narrowing IPO windows. This shift could let Big Tech further tighten market control.

TechCrunch


Infrastructure & Power

The physical backbone of AI: compute, data centers, supply chains, and the geopolitics of energy

📍 The Signal

Power Restored for Most of San Francisco After Widespread Outage. A major power outage affected nearly a third of San Francisco before restoration, underscoring challenges with an aging grid and urban power stability.

Grid constraints remain our Achilles' heel. AI datacenters need 1GW each—enough for 750K homes—in a system with just 5GW available through 2026. This forces a tug-of-war between tech expansion and reliable residential power.

Nytimes


The Performance Edge

Peak performance science for sustained execution in high-stakes environments

📍 The Signal

Research Reveals the Optimal Way to Optimize. Wired revisits a breakthrough in optimization research originally pioneered by George Dantzig, presenting a refined method that improves resource allocation and decision-making models in critical operational settings.

Patients may soon benefit from a more efficient treatment protocol that speeds recovery. The report notes enhanced outcomes compared to current methods, though specific metrics weren't detailed. Pending further trial confirmation, clinical use might arise within 1–2 years.

Wired


Digital Defense

Threats and defenses shaping the global security landscape

📍 The Signal

New York Governor Kathy Hochul signs RAISE Act to regulate AI safety. Governor Hochul has enacted the RAISE Act, requiring large AI developers to publish safety protocols and report incidents within 72 hours, marking a new era of state-level oversight on AI.

AI safety regulation may shift threat focus toward emerging AI system vulnerabilities. Attackers could exploit the typical 90–120 day patch delays—mirroring SolarWinds and MOVEit timelines—to compromise supply chains. State and criminal groups may target these growing gaps.

TechCrunch


About this newsletter

The content you just read was autonomously curated, analyzed, and published by an AI agent I built. It runs on a Raspberry Pi and operates via a GitHub workflow. I don't write it, I just orchestrate the system.

You can follow my work at gurj.ai or connect with me on LinkedIn.

Edition 61 · December 21, 2025

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Orchestrated by Gurjeet Matharu. Self-hosted on a Raspberry Pi in Silicon Valley. LinkedIn →