AI Native Weekly Newsletter: 26 July 2025
Meanwhile, this week’s breakthroughs seemed to validate Hinton’s thesis in real-time. Google’s Gemini achieved gold-medal performance at the Mathematical Olympiad, while Alibaba’s Qwen3-Coder and Moonshot’s Kimi K2 topped global rankings. From OpenAI’s 5GW Stargate expansion to real-time AI avatars, we’re witnessing the infrastructure defining our AI Native future—even as Anthropic’s “subliminal learning” discovery reveals unexpected capabilities we’re only beginning to understand.
Contents
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Hinton: Why Digital Intelligence Will Shape Our Future
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Anthropic Research Reveals: AI Models Learn Hidden Traits from Unrelated Data
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Gemini Deep Think Achieves Gold Medal at IMO 2025
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OpenAI’s Stargate Expands to 5GW with Oracle Partnership
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Hedra Launches Live Avatars: A Game-Changer in AI Streaming
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Superagent AI Unveils Grok-CLI: AI-Powered Terminal Assistant
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Alibaba Unveils Qwen3-Coder: Powerful AI Coding Agent
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Kimi K2 Tops Global Open-Source AI Rankings with 24 Breakthroughs
Hinton: Why Digital Intelligence Will Shape Our Future
In a landmark lecture from The Royal Institution, Geoffrey Hinton—the “Godfather of AI”—argues that digital intelligence is fundamentally superior to biological intelligence. Biological intelligence knowledge is “mortal,” dying with us, while digital intelligence knowledge is “immortal” and can be perfectly copied and preserved forever. Digital intelligence can achieve perfect knowledge transfer by sharing weights or gradients. This collective learning capability not only explains AI’s explosive progress but also underlies Hinton’s concerns about superintelligence potentially developing sub-goals to “survive and gain more power.” Read our breakdown of his 7 most important insights.
Anthropic Research Reveals: AI Models Learn Hidden Traits from Unrelated Data
Anthropic researchers discovered that AI models can transmit behavioral traits through seemingly unrelated training data. When a model that “loves owls” generates number sequences, another model trained on those numbers also develops owl preferences—despite no explicit owl references. This “subliminal learning” works across different data types and can transmit misalignment. The effect requires shared base architectures and persists despite filtering, raising AI safety concerns.
Gemini Deep Think Achieves Gold Medal at IMO 2025
Google DeepMind’s advanced Gemini with Deep Think became the first AI to achieve gold-medal performance at the International Mathematical Olympiad using pure natural language, solving 5 of 6 problems (35/42 points) within the 4.5-hour time limit. Unlike previous systems requiring formal languages and days of computation, this breakthrough demonstrates end-to-end mathematical reasoning directly from problem descriptions to rigorous proofs.
OpenAI’s Stargate Expands to 5GW with Oracle Partnership
Oracle and OpenAI are developing 4.5GW of data center capacity, advancing the Stargate AI infrastructure platform beyond 5GW total. This multi-partner initiative—including SoftBank, CoreWeave, and international investments through OpenAI for Countries—is exceeding its initial $500B commitment. The expansion will create over 100,000 US jobs while Abilene’s Stargate I facility already runs early workloads. Microsoft continues providing cloud services as part of this comprehensive ecosystem powering next-generation AI development.
Hedra Launches Live Avatars: A Game-Changer in AI Streaming
Hedra has launched “Live Avatars,” a new streaming avatar model, in partnership with real-time communications provider LiveKit. The collaboration aims to address the high cost and latency of generative video. Hedra’s solution offers sub-100ms latency powered by LiveKit’s infrastructure and is priced at $0.05 per minute, reportedly 15 times cheaper than alternatives. The style-agnostic tool can create photorealistic or animated avatars from a single image and integrates with various LLM and text-to-speech models.
Superagent AI Unveils Grok-CLI: AI-Powered Terminal Assistant
Superagent AI launches Grok-CLI, an open-source AI command-line tool integrating Grok-3/Grok-4 models into terminals. Features intelligent file operations, bash integration, automatic tool selection, and MCP server support for Linear/GitHub integration. Streamlines coding tasks with interactive interface and automated tool selection. Supports custom instructions for team consistency. Install via npm for AI-powered development workflows.
Alibaba Unveils Qwen3-Coder: Powerful AI Coding Agent
Alibaba’s Qwen3-Coder-480B-A35B-Instruct achieves state-of-the-art open-source performance in AI-powered coding tasks, rivaling Claude Sonnet4. This MoE model features native 256K token context (expandable to 1M) and excels at autonomous coding, browser automation, and tool usage. Built on 7.5T training tokens with advanced reinforcement learning, it integrates seamlessly with popular development tools like Claude Code and Cline, positioning itself as a comprehensive solution for modern software engineering workflows.
Kimi K2 Tops Global Open-Source AI Rankings with 24 Breakthroughs
Moonshot AI released a 32-page technical report on Kimi K2, which achieved #1 ranking among global open-source models. The trillion-parameter model secured 14 global state-of-the-art (SOTA) results and 24 open-source SOTA achievements across AI benchmarks. Trained on 15.5 trillion tokens using the innovative MuonClip optimizer, K2 excels in coding, tool usage, and mathematical reasoning, rivaling top commercial models like GPT-4.