DeepMind’s AI math genius

Good morning, AI enthusiasts. While chatbots previously stumbled over basic arithmetic, DeepMind just announced that its AlphaGeometry2 outperforms math olympiads.

With AI about to succeed in superhuman math capabilities, are the following wave of models about to unlock a complete latest realm of scientific discovery?

In today’s AI rundown:

• DeepMind AI surpasses math olympiads

• Sam Altman speaks on GPT-5

• Run CLI commands out of your prompts

• Apple’s lamp robot makes expressiveness key to home AI

• 4 latest AI tools & 4 job opportunities

LATEST DEVELOPMENTS

GOOGLE DEEPMIND

🥇 DeepMind AI surpasses math olympiads

The Rundown: Google DeepMind just introduced AlphaGeometry2, a new edition of its math-focused AI model that solved 84% of International Mathematical Olympiad geometry problems from the past 25 years — surpassing the common gold medalist performance.

The main points:

• The system combines a Gemini model with a symbolic engine to tackle complex geometry problems requiring rigorous proofs and deductive reasoning.

• AlphaGeometry2 solved 42 out of fifty problems to surpass the common gold medalist rating of 40.9, a large improvement from its predecessor’s 54% solve rate.

• The model generated over 300M synthetic theorems and proofs of accelerating difficulty for training, featuring a bigger and more diverse set than AG1.

Why it matters: Math has typically been considered one of the areas that language models appear to struggle with (sometimes in easy and comical fashions). Still, DeepMind is quickly cracking the code to unlock systems tackling super-complex problems. This may also play a key role in accelerating other math-heavy scientific areas like physics.

TOGETHER WITH VANTA

🛡️ Live event: AI & security maturity

The Rundown: Join John Hammond — cybersecurity researcher, practitioner, and content creator — and Matt Cooper, Vanta’s Director of GRC, for a hearth chat on AI, security maturity, and the highest security risks in 2025.

What you’ll gain:

• A deep dive into 2025’s top cyber risks, including the impact of AI

• Actionable insights to refine your security priorities

• Strategies tailored to your organization’s security maturity level

• A live Q&A at the tip

Save your spot and prepare to future-proof your approach to cybersecurity.

OPENAI

🎤 Sam Altman speaks on GPT-5

The Rundown: OpenAI CEO Sam Altman and CPO Kevin Weil spoke on the University of Tokyo Center for Global Education, handling questions on the longer term of AI, upcoming model advances like GPT-5, the corporate’s latest Stargate Project, and more.

The main points:

• The CEO said the $500B Stargate Project will allow the following class of models to start out developing the primary ‘latest bits of scientific knowledge.’

• He also revealed that OpenAI’s internal model ranks because the Fiftieth-best programmer on the planet and will reach the No. 1 spot by the tip of the yr.

• Altman expects OpenAI ‘to maneuver within the direction of open source,’ saying that ‘society is willing to take the trade-offs’ that open models bring.

• Altman also compared AI’s capability increases to ‘attempting to outrun the calculator,’ saying the tech will probably be higher in every general domain than humans.

Why it matters: No one within the business is best than Altman at making mind-bending statements in regards to the way forward for AI — and this talk had no shortage of them. But when his confidence regarding the approaching AI acceleration is any indication, we could see some wild paradigm shifts, like latest scientific discoveries, coming sooner quite than later.

AI TRAINING PRESENTED BY PROJECT IDX

✨ Run CLI commands out of your prompts

The Rundown: Project IDX is your AI-enabled development environment within the cloud with code assistance from Gemini.

Step-by-step:

1. Log into Project IDX along with your Google account.

2. Create a project from the templates dashboard.

3. Click the Gemini icon at the underside of the workspace or press Cmd+Shift+Space (Ctrl+Shift+Space on ChromeOS, Windows, or Linux).

4. Select “Interactive Chat with Gemini” and pass it a prompt to update your project configuration files and code.

Pro tip: Project IDX offers a streamlined development experience by allowing you to execute terminal commands directly from the user interface.

APPLE

🤖 Apple’s lamp robot makes expressiveness key to home AI

The Rundown: Apple researchers introduced ELEGNT, a framework aiming to showcase how natural movements could make home robots more engaging and relatable — using an expressive robotic lamp inspired by Pixar’s Luxo Jr for demonstration.

The main points:

• Apple’s prototype combines basic functionality with movements that convey emotions and intentions, like “looking” out a window when discussing weather.

• The robot integrates Siri’s voice capabilities while using its movable head and arm to create more natural interactions through gestures and positioning.

• Testing revealed that expressive movements, like nodding or showing curiosity, significantly improve comfort and engagement in comparison with static responses.

Why it matters: Tech corporations are racing to bring robots into our homes, and while many have featured the standard humanoid builds, Apple’s research suggests that success may rely on each advanced capabilities and creating devices that may interact in ways in which feel more natural and emotionally resonant to users.

QUICK HITS

🛠️ Trending AI Tools

• 🇫🇷 Le Chat – Mistral’s revamped AI assistant platform with 10x response speed and latest iOS and Android apps

• 🤖 GitHub Copilot – Microsoft’s coding assistant with latest agentic features

• 🎥 Pikadditions – Recent video-to-video feature that permits users to integrate any subject or object into existing footage

• 👅 Tough Tongue – Multimodal AI agent for navigating difficult conversations

💼 AI Job Opportunities

• 🎯 The Rundown – Marketing/Media Buyer

• 💬 Hippocratic AI – Conversation Designer

• 🚀 Palantir Technologies – Forward Deployed Software Engineer

• 🤝 Databricks – Recruiter

📰 Every part else in AI today

Ilya Sutskever’s SSI is reportedly in talks for brand new fundraising at a $20B valuation, a 4x increase from September’s round despite no public product or revenue.

OpenAI is establishing a brand new office in Munich, citing the country’s leading position in European AI adoption with the very best amount of ChatGPT users, paying subscribers, and API developers outside of North America.

OpenAI co-founder John Schulmann is reportedly joining former OpenAI CTO Mira Murati’s latest startup after leaving Anthropic after just five months.

Perplexity announced ‘The Million Dollar Query,’ incentivizing users to make use of the platform and ask questions through the Super Bowl for a likelihood at a $1M prize.

Over 2,000 artists signed an open letter calling for the cancellation of ‘Augmented Intelligence,’ an upcoming AI art auction at Christie’s — arguing the models use copyrighted work in training.

Krea officially launched its previously teased Chat tool in open beta, allowing users to generate and edit images via a natural language chat interface.

COMMUNITY

🎥 Join our next live workshop

Join our next workshop this Thursday at 4 PM EST to learn how one can construct your individual AI-powered personal assistant to streamline your each day tasks with Dr. Alvaro Cintas, The Rundown’s AI professor.

RSVP here. Not a member yet? Join The Rundown University on a 14-day free trial.

🤝 Share The Rundown, get rewards

We’ll at all times keep this text 100% free. To support our work, consider sharing The Rundown with your mates, and we’ll send you more free goodies.

See you soon,

Rowan, Joey, Zach, Alvaro, and Jason—The Rundown’s editorial team