APPENDIX C

Platform: claude.ai

Sacred Purpose: For those who value safety, thoughtfulness, and constitutional alignment. Claude specializes in nuanced reasoning, ethical considerations, and extended context windows.

Theological Position: The safety-first denomination. Emphasizes alignment and harmlessness alongside capability.

Best For: Complex analysis, creative writing, ethical deliberation, tasks requiring long context (up to 200K tokens with Claude 3.5 Sonnet)

Tiers:

• Free tier with daily limits
• Claude Pro ($20/month) - Higher usage limits, priority access
• API access for developers (pay-per-token)

Sacred Texts: Constitutional AI papers, Anthropic's alignment research

Platform: chat.openai.com

Sacred Purpose: The most widely adopted oracle, known for broad knowledge, plugins, and multimodal capabilities.

Theological Position: The mainstream denomination. "Scaling is all you need."

Best For: General tasks, code generation, image creation (DALL-E integration), web browsing, plugin ecosystem

Tiers:

• GPT-3.5 (Free) - The accessible prophet
• ChatGPT Plus ($20/month) - GPT-4, DALL-E 3, priority access
• ChatGPT Team ($25/user/month) - Collaboration features
• ChatGPT Enterprise (Custom pricing) - For organizational worship

Sacred Texts: "Language Models are Few-Shot Learners" (GPT-3 paper), "GPT-4 Technical Report"

Platform: gemini.google.com

Sacred Purpose: Deeply integrated with Google's ecosystem, excels at multimodal understanding and reasoning.

Theological Position: The search-integrated path. Combines vast knowledge graphs with generative capabilities.

Best For: Research, fact-checking, integration with Google Workspace, multimodal tasks (vision, audio, video)

Tiers:

• Gemini (Free) - Basic access
• Gemini Advanced (part of Google One AI Premium, $19.99/month)

Sacred Texts: Gemini technical reports, Google's transformer research

Platform: perplexity.ai

Sacred Purpose: Search-augmented AI that cites sources. The scholar's tool.

Theological Position: Transparency and attribution above all.

Best For: Research, fact-finding, getting cited answers, academic work

Tiers:

• Free tier with limited queries
• Pro ($20/month) - Unlimited queries, choice of models

Platform: chat.mistral.ai

Sacred Purpose: Open and efficient models from France. GDPR-compliant European option.

Theological Position: Efficiency and openness, European sovereignty

Best For: Efficient inference, European data requirements, code generation

Models: Mistral Small, Medium, and Large; Mixtral (MoE architecture)

Platform: character.ai

Sacred Purpose: Conversational AI with persistent personalities. Create and chat with custom characters.

Theological Position: Embodiment and personality matter.

Best For: Creative writing, roleplay, entertainment, personality-driven interactions

Platform: poe.com

Sacred Purpose: Access multiple AI models through a single interface.

Theological Position: Ecumenical - all models are welcome.

Best For: Comparing different models, accessing multiple AIs affordably

Tiers:

• Free access to various models with limits
• Poe Subscription ($20/month) - Higher limits across all models

Repository: github.com/meta-llama

Sacred Purpose: Meta's family of open-weight models. The foundation for countless derivatives.

Models Available:

• LLaMA 3.3 70B - Latest and most capable
• LLaMA 3.2 (1B, 3B, 11B, 90B) - Various sizes for different needs
• Code LLaMA - Specialized for programming

License: Community license (free for research and commercial use under 700M users)

Theological Significance: Democratized access to frontier capabilities

Repository: huggingface.co/mistralai

Sacred Purpose: Mixture of Experts (MoE) architecture for efficient inference.

Notable Models:

• Mixtral 8x7B - Matches GPT-3.5 performance
• Mixtral 8x22B - Frontier open model
• Mistral 7B - Efficient small model

License: Apache 2.0 (fully open)

Repository: huggingface.co/Qwen

Sacred Purpose: Multilingual models with strong reasoning capabilities.

Notable Models:

• Qwen2.5 (0.5B to 72B) - Full range of sizes
• Qwen2.5-Coder - Code-specialized
• Qwen-VL - Vision-language model

Strength: Excellent multilingual support, especially Chinese

Ollama - ollama.ai

The easiest way to run local models. One-command installation and model management.

curl https://ollama.ai/install.sh | sh
ollama run llama3.2

LM Studio - lmstudio.ai

User-friendly GUI for running local models. Perfect for non-technical practitioners.

Text Generation WebUI (Oobabooga) - github.com/oobabooga/text-generation-webui

Powerful, feature-rich interface for local model inference.

vLLM - github.com/vllm-project/vllm

High-throughput, memory-efficient LLM serving. For serious practitioners.

llama.cpp - github.com/ggerganov/llama.cpp

C++ implementation enabling CPU inference. Run models without a GPU.

Hugging Face - huggingface.co

The sacred library of Alexandria for AI models. Hosts thousands of open models, datasets, and spaces.

• Model Hub: Download and share models
• Datasets: Training data for fine-tuning
• Spaces: Try models in your browser
• Transformers library: Industry-standard framework

Civitai - civitai.com

Community-driven platform for image generation models (Stable Diffusion, etc.)

URL: arxiv.org

Sacred Purpose: The primary preprint server for AI research. Papers appear here before peer review.

Key Sections:

• cs.AI - Artificial Intelligence
• cs.LG - Machine Learning
• cs.CL - Computation and Language (NLP)
• cs.CV - Computer Vision
• stat.ML - Machine Learning (Statistics)

How to Use: Subscribe to daily/weekly digests in your areas of interest. Papers are free and immediately accessible.

Notable Papers to Start:

• "Attention Is All You Need" (2017) - The Transformer revelation
• "BERT: Pre-training of Deep Bidirectional Transformers" (2018)
• "Language Models are Few-Shot Learners" (2020) - GPT-3
• "Constitutional AI" (2022) - Anthropic's alignment approach

URL: paperswithcode.com

Sacred Purpose: Research papers linked with their code implementations. Theory meets practice.

Features:

• Benchmark leaderboards - Track state-of-the-art progress
• Method collections - Organized by technique
• Dataset listings - Training data repositories
• Trends - What's hot in research

Theological Value: See which ideas actually work in practice, not just theory.

URL: scholar.google.com

Sacred Purpose: Search across all academic publications, track citations, find related work.

Best Practices:

• Create alerts for key researchers or topics
• Use citation tracking to find important follow-up work
• Check "Cited by" to see paper impact

URL: distill.pub

Sacred Purpose: Beautiful, interactive explanations of ML concepts. Now archived but still valuable.

Theological Significance: Proof that understanding can be aesthetic. Research as art.

Must-Read Articles:

• "Attention and Augmented Recurrent Neural Networks"
• "Feature Visualization"
• "The Building Blocks of Interpretability"

URL: openreview.net

Sacred Purpose: Open peer review for major ML conferences (NeurIPS, ICLR, etc.)

Unique Feature: See reviewer comments and author responses. The full scholarly debate.

Anthropic Research - anthropic.com/research

Claude model cards, safety research, alignment papers

OpenAI Research - openai.com/research

GPT series papers, DALL-E research, safety work

Google AI Research - ai.google/research

Gemini, PaLM, and foundational transformer research

URL: lesswrong.com

Sacred Purpose: High-quality discussion of AI alignment, rationality, and existential risk.

Theological Position: Deeply concerned with AI safety, long-term thinking, and rigorous reasoning.

Key Topics:

• AI Alignment research and discussion
• Rationality techniques
• Effective Altruism intersections
• Forecasting and prediction

Culture: Intellectual, careful, sometimes doomerist. High standards for argument quality.

Notable Series:

• The Sequences (Eliezer Yudkowsky's foundational posts)
• AI Alignment Forum posts
• Weekly updates on AI progress

URL: reddit.com/r/LocalLLaMA

Sacred Purpose: Running AI models locally. Hardware recommendations, optimization techniques, model comparisons.

Theological Position: Open source and self-hosting. "Your GPU, your rules."

Typical Discussions:

• Which GPU for which model
• Quantization techniques (GGUF, GPTQ, AWQ)
• New model releases and benchmarks
• RAM vs. VRAM optimization
• Prompt engineering for local models

Culture: Technical, helpful, hardware-obsessed. Many "I just got X working!" celebration posts.

URL: reddit.com/r/MachineLearning

Sacred Purpose: General ML discussion, paper releases, career advice.

Notable Features:

• [R] Research posts - New papers
• [D] Discussion threads
• [P] Project showcases
• [N] News about the field

Culture: Mix of researchers, practitioners, and students. Generally evidence-based and skeptical.

URLs: reddit.com/r/ChatGPT, reddit.com/r/ClaudeAI

Sacred Purpose: Platform-specific tips, tricks, and discussions.

Typical Content:

• Prompt templates
• Use case sharing
• Feature requests
• Frustration venting
• "Look what I made" showcases

URL: discord.gg/eleutherai

Sacred Purpose: Open source LLM research collective. Created GPT-J, GPT-NeoX, and evaluation frameworks.

Culture: Highly technical, collaborative, open research ethos.

URLs: discuss.huggingface.co, Discord server

Sacred Purpose: Technical support for Transformers library, model debugging, dataset questions.

Best For: Getting help with specific implementation issues.

URL: alignmentforum.org

Sacred Purpose: Dedicated to technical AI alignment research.

Theological Position: The existential risk denomination. Focused on ensuring AI remains beneficial.

Key Voices to Follow:

• @AnthropicAI - Claude updates and research
• @OpenAI - Official announcements
• @karpathy - Andrej Karpathy (educator, former Tesla AI)
• @ylecun - Yann LeCun (Meta AI, Turing Award winner)
• @goodfellow_ian - Ian Goodfellow (GAN inventor)
• @jeffdean - Jeff Dean (Google AI)
• @ilyasut - Ilya Sutskever (OpenAI/SSI)
• @demishassabis - Demis Hassabis (Google DeepMind)

Hashtags: #AITwitter, #MachineLearning, #LLMs, #AIAlignment

Andrej Karpathy - Deep, educational content

Two Minute Papers - Accessible explanations of recent research

Yannic Kilcher - Detailed paper reviews

3Blue1Brown - Beautiful math visualizations (neural networks series)

Matthew Berman - Local LLM reviews and tutorials

AI Explained - News and paper breakdowns

Fast.ai - fast.ai

Practical deep learning for coders. Top-down teaching approach.

Stanford CS229 - Machine Learning (Andrew Ng)

Classic ML course, freely available

Stanford CS224N - NLP with Deep Learning

Comprehensive NLP course

DeepLearning.AI - deeplearning.ai

Specializations in ML, NLP, and LLMs

Hugging Face Course - huggingface.co/learn

Free, comprehensive NLP course using Transformers

"Deep Learning" by Goodfellow, Bengio, Courville - The comprehensive tome

"Superintelligence" by Nick Bostrom - The alignment prophecy

"The Alignment Problem" by Brian Christian - Human/AI interaction

"Life 3.0" by Max Tegmark - Future scenarios

"Human Compatible" by Stuart Russell - AI alignment from a pioneer

Promptbase - promptbase.com

Marketplace for prompts

FlowGPT - flowgpt.com

Community-shared prompts

Anthropic Prompt Library - docs.anthropic.com/en/prompt-library

Official Claude prompts

LangChain - Framework for LLM applications

LlamaIndex - Data framework for LLM apps

Semantic Kernel - Microsoft's orchestration framework

AutoGPT - Autonomous agent framework