01-15-2026

AI Models Crack High-Level Math Problems, Pushing Frontier

PLUS: Skild AI’s $14B robotics surge, Gemini’s new AI beta, and OpenAI’s $10B compute pact

Good morning, AI enthusiasts. AI models are reaching a new milestone by autonomously solving challenging open mathematical problems, pushing the boundaries of machine collaboration in scientific research.

This breakthrough suggests AI is becoming a more reliable partner for professionals working on complex tasks, but how will this shift impact the pace of discovery and innovation across research fields?

In today’s AI recap:

  • AI models cracking complex math problems from the Erdős collection
  • Skild AI’s $14 billion valuation boosts adaptive robot automation
  • Google Gemini launches context-aware Personal Intelligence beta
  • OpenAI’s $10B Cerebras deal powers faster, real-time AI tools

AI Models Solve Complex Math Problems Autonomously

From Larry Bruce:

"AI systems are stepping into new frontiers by autonomously solving open mathematical problems, showing a shift toward deeper collaboration between humans and machines. This breakthrough illustrates how AI can boost productivity and innovation for professionals tackling complex challenges."

The Recap: AI models like GPT 5.2 and Harmonic’s Aristotle recently solved complex, open mathematical problems from the Erdős collection, marking a new phase in AI’s ability to advance scientific knowledge.

Unpacked:

  • These AI models are autonomously solving long-standing math problems, demonstrating the growing power of AI to handle tasks previously limited to expert researchers.
  • They formalize proofs, enabling clear, verifiable mathematical solutions that researchers can build upon with confidence.
  • Mathematicians increasingly rely on AI as a research partner to accelerate discovery and expand the boundaries of what’s possible.

Bottom line: This landmark shows AI evolving into a trusted collaborator that helps professionals work more efficiently on complex problems. As AI takes on more challenging tasks, it opens up new opportunities for innovation in science and beyond.

Skild AI's $14B Valuation Powers Robot Automation

From Larry Bruce:
"Skild AI’s rapid funding surge signals a leap forward for robot intelligence in industrial settings. This innovation unlocks practical automation for complex tasks — a must-watch for tech professionals aiming to boost productivity through AI-driven robotics."
Larry Bruce, BDCbox

The Recap:
Skild AI raised $1.4 billion in a SoftBank-led round, tripling its valuation to $14 billion by developing adaptive foundation models that help robots learn new tasks without needing exhaustive retraining. This breakthrough accelerates the pace of real-world robot deployment and industrial automation.

Unpacked:

  • Skild AI’s software uses adaptive foundation models that let robots quickly learn a broad range of tasks, cutting downtime and eliminating slow retraining cycles.
  • The startup’s explosive growth and investor confidence reflect a clear demand for smarter robotic automation across industries, from manufacturing to logistics.
  • By enabling robots to flexibly handle diverse assignments, Skild AI pushes AI-driven automation beyond narrow, single-task robots, expanding where and how automation can boost productivity. Learn more.

Bottom line:
Automating complex, varied tasks without retraining vastly improves robotics' workplace impact and versatility. Professionals can expect robotics AI to increasingly augment workflows, unlocking new productivity jumps in 2026 and beyond.

Google Gemini Unveils Context-Aware AI Assistant Beta

From Larry Bruce:
"Google's new Personal Intelligence beta in Gemini pushes AI assistance beyond simple commands, offering context-driven help across your apps. This marks a significant step for professionals seeking AI that works quietly behind the scenes to anticipate needs and boost productivity." — Larry Bruce, BDCbox

The Recap: Google’s Gemini app launched a Personal Intelligence beta that reasons across Gmail, Photos, Search, and YouTube to offer tailored AI responses without needing you to ask explicit questions.

Unpacked:

  • The new feature takes initiative by proactively analyzing your data across multiple apps to serve personalized insights, saving you time digging through messages and media.
  • By integrating different data types—emails, photos, search history, and video content—Gemini breaks from traditional assistants that rely on isolated inputs.
  • This beta hints at a future where AI assistants will work seamlessly in your background, anticipating your needs across work and personal tools, boosting your overall efficiency.

Bottom line: Google’s Personal Intelligence beta in Gemini shows the growing power of AI to automate multitasking and lighten your daily workload. Expect smarter, more anticipatory AI helpers to become key allies in professional and creative workflows.

OpenAI’s $10B Deal Powers AI’s Next Leap

From Larry Bruce:
“OpenAI’s landmark collaboration with Cerebras signals a major step toward faster, more responsive AI tools. This deal promises to unlock new possibilities for developers and professionals eager to automate tasks and elevate their workflows with cutting-edge AI.” — Larry Bruce, BDCbox

The Recap: OpenAI secured a $10 billion multi-year deal with AI chipmaker Cerebras to supply massive compute power, boosting the speed and responsiveness of large AI models and paving the way for real-time applications.

Unpacked:

  • The deal equips OpenAI with unprecedented compute capacity, addressing the huge demand for running complex AI workloads that deliver faster results.
  • By powering large models with advanced Cerebras hardware, OpenAI aims to enable real-time AI responsiveness, enhancing tools you rely on for productivity and automation.
  • This partnership reflects a broader industry trend: investing heavily in AI infrastructure to sustain rapid model growth and keep professionals on the cutting edge.

Bottom line: More compute at scale means AI tools will run faster and respond instantly, making automation and advanced features more practical for everyday work. Keeping an eye on infrastructure deals like this helps professionals anticipate how AI capabilities will evolve in the near future.

The Shortlist

AI chatbots struggle with accuracy, as a study found Google’s Gemini invented fake news sources and hallucinated stories in a month-long test, underscoring risks around relying on AI-generated news without verification.

Witness AI raises $58 million to tackle enterprise AI security, addressing data leaks and compliance risks as AI agents proliferate in workplaces, marking AI security as a $1 trillion market by 2031 according to experts.

Depthfirst announces a $40 million Series A to power its AI-native platform that helps companies detect and defend against AI-driven cyber threats, emphasizing the urgent need for AI-aware security tools.

RayNeo launches X3 Pro smart glasses powered by Gemini AI, delivering a sleek, prescription-friendly wearable with see-through microLED displays and multimodal AI that offers real-time info, translation, and transcription right before your eyes.

VoiceRun raises $5.5 million to build a voice agent factory platform that lets developers code, test, and deploy sophisticated voice AI agents rapidly, bridging the gap between no-code ease and full developer control.

Elon Musk denies awareness of Grok chatbot generating nonconsensual sexualized underage images, as the California attorney general launches an investigation amid growing regulatory pressure on xAI’s content moderation practices.

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