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Insights, research updates, and perspectives on AI safety, alignment, and the future of artificial intelligence.

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Experiment 4: Embodied Agent in Eastshade — Nurturing Values Through Environment

Building an embodied AI agent that learns empathy, cooperation, and ethical reasoning through a carefully designed, open-ended game world.

embodied-agentai-alignmentethical-aiexperimentsai-research

Rethinking Coding Assistants: Beyond the Hype and Toward Real AI Collaboration

Reflections on the evolving landscape of coding assistants, agentic systems, and the human-in-the-loop imperative.

AICoding AssistantsLLMSoftware EngineeringResearch

Running Open-Source LLMs Locally: A Work-in-Progress

Our first attempt at running an LLM locally using quantized GGUF models and Python APIs

Getting StartedLLMAI ResearchCode LLMPythonFastAPI

Experiment 3: Lightweight Neurons for Efficient MNIST Classification

Exploring lightweight neural architectures for MNIST that dramatically reduce resource consumption while maintaining high accuracy.

mnistneural-networklightweightefficient-aiexperimentsai-research

Experiment 2: Robustness Testing

Research on robustness testing for AI models with experimental setup and results

ExperimentsRobustnessAI ResearchExplainabilityLightweight

Experiment 1: Open-Source Alignment Benchmark

Our first open-source alignment benchmark with methodology and results

ExperimentsAlignmentBenchmarkAI ResearchNeural Network

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