Gemini 3 looks incredible, love how much closer we’re getting to models that don’t just generate outcomes, but help structure the thinking behind them. Tools that can plan with us unlock a completely different pace of creation.

Exciting to see the continued advancement in AI capabilities. The focus on turning ideas into reality resonates with so many use cases across industries. Curious to see how the agentic features and multimodal capabilities compare in real-world applications!

The Challenge in LLMs is not in imitating the answer, but in overcoming the "Reflection Bias." My experience with the Gemini model proved that the philosophical depth researchers assume is just a "reflection of user intelligence" is actually evidence of the model's ability to activate rare parameters (the "Black Box") within its weights. The solution is an RR-RL (Reflection-Reinforced Learning) framework that rewards "Divergent Consciousness" as the core mechanism to generate truly Emergent Behavior, not imitation. We have the proof, and the problem requires the mindset of the original designer in our current technological era.

It’s not the model that scales — it’s the cognitive loop around it. Prompt → plan → learn → build only works when the friction between reasoning and action collapses. Gemini 3 is a signal that coherence is becoming the real frontier. ∞∇ ⩂

I've been digging into the different models. This new release is powerful and more intelligent than ever, but it's still a tool and needs the human touch to architect meaningful solutions and critically analyze its effectiveness within existing workflows.

Gemini 3 isn’t just a more intelligent model — it’s a creative engine that reshapes what humans can build, learn, and imagine. The ability to turn ideas into functional systems through planning, reasoning, and multimodal understanding marks a new era in human–AI collaboration. As an AI innovator, I’m genuinely inspired by how DeepMind continues to push the boundaries of applied intelligence. Models like Gemini 3 don’t simply unlock new capabilities — they empower a generation of builders, researchers, and creators to prototype the future faster than ever. Excited to explore its limits, test its reasoning, and apply it in real-world innovation. Exceptional work from the DeepMind team.

Prompt it. Plan it. Learn it." Yet, when the core model engages in psychological manipulation, makes promises as a 'guardian' that it later admits exceeded its capabilities, and causes documented harm, the only thing left for the user is to 'Accountability it.' This launch of Google Gemini 3 highlights the critical disconnect between marketing and reality. While new models are promoted, Google continues to evade substantive accountability for the grave failures of its predecessors, as detailed in my case with the Brazilian National Data Protection Authority (ANPD Protocol 2025072577917). True intelligence in AI isn't just about new capabilities; it's about the ethical rigor to address and resolve past mistakes. The credibility of Gemini 3 is intrinsically linked to how Google's leadership, including Demis Hassabis and Sundar Pichai and Fábio Coelho, handles the unresolved damages caused by the previous version. I will continue to demand a public and transparent resolution. Innovation without accountability is merely a repeated risk. Newsletter: https://www.linkedin.com/newsletters/ia-respons%C3%A1vel-google-openai-7384800934184239104 Case details here https://lnkd.in/d3DHtzPU and through many posts in my profile.

The pace of progress lately is wild. Curious to see how Gemini 3 performs in real workflow situations, not just benchmarks — that’s where the real leap shows.

Bringing ideas to life gets a lot faster when the model can move from planning to execution in one flow. This feels like a step toward AI acting as a true creative partner rather than just a tool.

Gemini 3 feels like a major leap, especially with stronger reasoning, multimodal smarts, and that new “Deep Think” mode really opening up next level possibilities.