Gemini 3 Surges & OpenAI Pivots
24th Nov | Superintelligence Newsletter
Hey Superintelligence Fam 👋
Google is aggressively reclaiming the throne. Gemini 3 is sending massive ripples through the industry, redefining benchmarks so drastically that competitors are scrambling to pivot back to pure superintelligence goals.
Beyond the titan clashes, a utility renaissance is here. From Meta’s instant 3D creation to autonomous browser agents, the gap between theoretical “cool tech” and essential daily drivers is finally vanishing.
Let’s Dive in
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Google’s Nested Learning Paradigm Could Reshape the Future of Continual AI Learning : Google Research’s new “Nested Learning” framework proposes a multi-timescale memory architecture that enables AI systems to continually learn, adapt and retain knowledge without full retraining cycles.
Sam Altman’s Internal Warning: Why OpenAI Must Recommit to Superintelligence as Google Surges Ahead : In a leaked internal memo, OpenAI’s CEO Sam Altman signals urgency: Google’s rapid advances demand OpenAI pivot back to its original superintelligence mission rather than incremental feature updates.
Google Unveils Nano Banana Pro: A New Era of Professional AI Image Generation Begins : Google’s latest model Nano Banana Pro - targets enterprise-grade image generation with high-fidelity visuals, multilingual text rendering, and deep integration into productivity workflows.
Gemini Nano Banana Pro : Google’s Nano Banana Pro delivers pro-level AI image generation with 2K resolution, precise lighting controls, text rendering, and dynamic scene editing - built for designers, creators, and enterprise visual workflows.
Meta AI SAM 3D : Meta’s SAM 3D converts any single image into full 3D objects with depth, structure, and geometry - unlocking advanced AR/VR creation, motion work, and next-gen spatial computing capabilities.
Manus Browser Operator : Manus Browser Operator acts as an intelligent agent inside your browser - automating multi-step workflows, navigating tabs, extracting data, and performing actions using your authenticated session.
Omnilingual ASR : Meta’s open-source ASR system supports over 1,600 languages (including 500 never before covered), uses a 7B-parameter encoder-decoder model and zero-shot learning for unseen dialects.
AlphaProof : An AI from DeepMind that used reinforcement learning in a formal-proof environment to score 28/42 (silver-medal level) at the 2024 IMO, solving three of five non-geometry problems.
The Era of Agentic Organization: Learning to Organize with Language Models : Introduces the AsyncThink organizer-worker protocol for LLMs: models break tasks into sub-queries handled by workers, achieving 28 % lower inference latency and better reasoning accuracy.
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At the G20 Summit, President Tinubu urged fair mineral trade and stronger AI governance frameworks. Meanwhile, reports highlighted ethical distress among AI workers shaping model training. In the U.S., Oregon’s newly appointed AI Strategist emphasized responsible statewide deployment.
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Stay curious, stay informed, and keep pushing the boundaries of what’s possible!
Until Next Time!
Superintelligence Team.










The competitive dinamics between Google and OpenAI are fasinating. Altmans memo about refocusing on superintelligence shows how quickly the goalposts are shifting when Google drops something like Gemini 3.