📰 IndyAI Weekly

Navigating the AI Frontier: From AGI Roadmaps to Biotech Breakthroughs

Author

Dean From IndyAI
July 15, 2024

🧠 In this week's neural network:

🚀 Breaking AI News

🚀 AI Breakthroughs 

🔍 Spotlight: OpenAI's AGI Roadmap 

🛠️ Top AI Tools of the Week 

🎓 AI in Academia 

💼 AI Job Pulse

🚀 Breaking AI News

xAI Ditches Oracle, Builds own Supercomputer

Elon Musk's xAI is making bold moves in the AI race:

  • Farewell to Oracle: xAI abandons Oracle Cloud for in-house infrastructure.

  • DIY Approach: Building a custom supercomputer to accelerate AI development.

  • Grok's Roadmap: Grok 2 set for August release; Grok 3 in the pipeline.

  • Massive Scale: Grok 3 to require 100,000 Nvidia GPUs for training.

Why it matters:

This shift showcases xAI's ambition to compete directly with AI giants like OpenAI, potentially inspiring other companies to rethink their infrastructure strategies.

🚀 AI Breakthroughs

  • OpenAI reveals 5-tier AGI classification system, placing current AI at Level 2

  • Google DeepMind announces breakthrough in AI-powered drug discovery

  • Meta's new 3D Gen AI creates high-quality 3D models from text descriptions

  • IBM launches quantum-safe encryption tools to protect against future quantum hacking

  • Anthropic's Claude 3.5 now allows sharing of Artifacts projects publicly

🧑‍🔬 Biotech Breakthrough: AI-powered protein design

A startup founded by former big tech researchers is making waves with an AI model that designs proteins not found in nature. Key points:

  • Secured $142 million in funding from tech leaders and major corporations

  • AI trained on nearly 3 billion proteins

  • Can create new protein structures and predict human biological interactions

Why it matters:

Proteins are essential for bodily functions and are often called "building blocks of life." Engineered proteins could potentially address various health issues, from cancer to neurodegenerative diseases.

Proof of concept:

The startup created a synthetic fluorescent protein, demonstrating AI's potential to accelerate biological innovation.

Industry trend:

This development is part of a broader movement in AI-powered biotechnology, with various companies exploring protein structure prediction and AI-generated materials.

🔍 SPOTLIGHT: OpenAI's AGI Roadmap Unveiled

OpenAI has shared its internal roadmap for achieving Artificial General Intelligence (AGI), outlining a five-tier system:

  1. Chatbots (Current state)

  2. Reasoners (PhD-level problem solvers)

  3. Agents (Long-term task execution)

  4. Innovators (AI capable of novel inventions)

  5. Organizations (AI running entire companies)

OpenAI claims we're currently transitioning from Level 1 to Level 2. This roadmap provides insight into the company's vision for AI development and sets benchmarks for the industry.

Key implications:

  • Potential acceleration of AI capabilities in problem-solving and reasoning

  • Increased focus on developing AI systems for long-term, complex tasks

  • Growing concerns about AI's impact on the job market, particularly for knowledge workers

🛠️ TOP AI TOOLS OF THE WEEK

🎙️ ElevenLabs

Text-to-Speech in Seconds Transform written content into natural-sounding speech with ElevenLabs' latest AI model. Perfect for content creators, audiobook production, and accessibility applications.

elevenlabs.io

🤖AutoGen

Marc Andreessen Backs AI Agent Renowned investor Marc Andreessen has funded an AI agent called AutoGen with $50,000. AutoGen aims to automate complex tasks and workflows, potentially revolutionizing productivity tools.

microsoft.github.io/autogen

Plus, 6 more AI tools to watch:

🎭 RenderNet Video Face Swap - Transform videos with advanced face-swapping technology.

🎬 Kling - Bring your stories to life with this cutting-edge text-to-video generator. 

💡 AnyoneCanAI - Empower your product and UX design process with this comprehensive AI toolkit. 

✍️ AiEditor - AI-powered rich text editor. 

🤗 Doti - Meet your new AI-powered health coach. 

🚀 Enso - AI marketplace for small businesses to automate repetitive tasks and focus on what is important.

🎓 AI in Academia

Recent breakthroughs:

  • MIT researchers develop AI model for predicting protein interactions.

  • Stanford's new AI ethics curriculum gains traction in universities worldwide.

  • Google AI Residency Program announces expanded partnerships with top universities.

Papers & Publications:

Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs

What the abstract speaks about?

Cambrian-1 is a new family of open-source multimodal language models that prioritizes advanced visual processing capabilities. This research explores various visual representations and introduces a novel vision-centric benchmark, aiming to improve the integration of visual information with language models for better real-world applications.

ExVideo: Extending Video Diffusion Models via Parameter-Efficient Post-Tuning

What the abstract speaks about?

ExVideo is a new post-tuning method that enables existing video synthesis models to generate significantly longer videos without extensive retraining. By modifying temporal model architectures, ExVideo extends the Stable Video Diffusion model to produce videos up to five times longer than its original capability, while maintaining quality and versatility across various styles and resolutions.

Upcoming AI conferences:

International Conference on Machine Learning - Aug 1-6, 2024

AI for Science Workshop at NeurIPS - December 3, 2024

💼 AI Job Pulse

Hot AI skills in demand:

  1. Large Language Model (LLM) engineering

  2. AI ethics and governance

  3. Computer vision

  4. Natural Language Processing (NLP)

  5. AI-assisted software development

Emerging roles:

  • AI Prompt Engineer

  • AI Ethics Officer

  • Human-AI Interaction Designer

Top companies hiring in AI:

All of History vs ChatGPT

💡 UNTIL NEXT UPDATE!

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The IndyAI Team (still human... we think 🤔)

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