😲 Google reveals Video Game generating AI

Welcome, AI enthusiasts

Google DeepMind has reimagined the classic game DOOM by using diffusion models to create a real-time, retro version. Meanwhile, OpenAI is preparing to unveil 'Strawberry,' and Amazon is making waves in the AI world with an upgraded Alexa, featuring enhanced capabilities and a new paid subscription option, set to launch this October. Let’s dive in!

In today’s insights:

• Google reveals Video Game generating AI

• OpenAI’s 'Strawberry' AI Model to launch this fall

• Subscription Service based ‘AI Alexa’

Read time: 4 minutes

🗞️ LATEST DEVELOPMENTS

GOOGLE DEEPMIND
😲 Google reveals Video Game generating AI

Evolving AI: Researchers at Google DeepMind have recreated a real-time interactive version of DOOM using a diffusion model.

Key Points:

• Google Deepmind finds that diffusion models, used in AI image generation, are also game engines.

• The neural model enables real-time interaction.

• By predicting the next frame of the classic shooter DOOM, you get a playable game at 20 fps without any underlying real game engine.

Details:

Google presents GameNGen, the first game engine powered entirely by a neural model that enables real-time interaction with a complex environment over long trajectories at high quality. GameNGen can interactively simulate the classic game DOOM at over 20 frames per second on a single TPU. The AI was trained in two stages: first, it learned how to play DOOM by watching an AI agent play the game. Then, it learned to generate the game's visuals, making it possible to interact with the environment just like the original game but without a traditional game engine behind it.

You can view their research here →

Why It Matters:

Wow, this is huge. Google trained a model to predict the next frame, similar to how GPT predicts the next word in a sentence. The current game state (the latest frames) is what determines the next frame in DOOM.

It’s like talking to ChatGPT and saying, “Imagine you’re a DOOM game engine. I walked through the corner in the first room on the first level and turned left; what do I see?” The results look almost as good as the original game, with human testers often unable to tell the difference. This could be a big step toward new ways of creating and interacting with video games using AI!

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OPENAI
🍓 OpenAI’s 'Strawberry' AI Model to launch this fall

Evolving AI: OpenAI reportedly preparing to launch new ‘Strawberry’ AI model, a new model set to surpass current capabilities and revolutionize AI applications.

Key Points:

• 'Strawberry' is designed to solve novel math problems, develop marketing strategies, and tackle complex word puzzles.

• The model reportedly scores over 90% on the MATH benchmark, outperforming current models like GPT-4 and GPT-4o.

• Previously known as Q*, this model was central to a tumultuous period at OpenAI, linked to concerns over AI's future risks.

Details:

According to a report by The Information, OpenAI is preparing to launch its new AI model, “Strawberry,” and it's already generating significant buzz. The model is said to excel at high-level tasks, such as solving unfamiliar math problems and outperforming existing models in areas like marketing strategy and complex word puzzles. With a score of over 90% on the MATH benchmark, Strawberry surpasses previous leaders like GPT-4o, which scored 76.6%. The development of Strawberry was also linked to internal challenges at OpenAI, including the brief ouster of CEO Sam Altman, sparked by concerns over the model's potential step towards AGI—a technology that could lead to AI systems acting beyond human control.

Why It Matters:

Strawberry's enhanced logic and reasoning abilities could enable AI systems to plan ahead and conduct thorough research. This capability might pave the way for more autonomous AI agents capable of complex decision-making and task execution—an advancement that has long been seen as the next ‘big thing’ in AI.

AMAZON
🔍 Subscription Service based ‘AI Alexa’

Evolving AI: Amazon is set to launch an AI-enhanced Alexa with a paid subscription option this October, aiming to rival the advanced assistants from OpenAI and Google.

Key Points:

• Amazon's new Alexa, internally called "Project Banyan," will feature enhanced AI capabilities, including voice recognition and personalized assistance.

• The service could cost up to $10 per month, with the existing version of Alexa remaining free.

• "Smart Briefing" offers AI-generated news summaries, and enhanced shopping tools aim to drive e-commerce revenue.

• Amazon is also developing a large language model, Olympus, to compete with other AI technologies.

Details:

Amazon's upcoming Alexa update introduces "Remarkable Alexa" - an AI-driven assistant designed to provide a more engaging and personalized user experience. One highlight is the "Smart Briefing" feature that curates daily news summaries tailored to individual interests. Despite some internal concerns about the accuracy of AI in political contexts, especially as the 2024 U.S. elections approach, Amazon pushes forward. The new subscription plan may cost up to $10 monthly, with the "classic Alexa" remaining a free alternative. Amazon is also advancing its competitive stance in AI by developing its own large language model, Olympus, set to challenge the likes of OpenAI and Google.

Why It Matters:

With new features and improved personalization, Amazon aims to drive both user engagement and revenue growth. The development of its own AI model, Olympus, signals a strategic shift to assert its independence in AI, potentially reshaping the market and setting new standards for voice assistants.

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