💡 Future Innovations
Emerging Tech, AI Trends & Wild Ideas
Technology evolves faster than most people realize. I make it a habit to stay ahead — reading papers, following emerging research, and ideating on what the next decade of software could look like. From AGI timelines to sustainable computing, I'm captivated by what comes next.
3–5
weeks/Papers
AGI Trends
Focus
Quantum-Tech
Side Bets
5–10 yrs
Horizon
Deep Dive
AGI & the Next Frontier
I closely follow developments in AGI research — from OpenAI's alignment work to DeepMind's Gemini architecture. The question isn't whether AGI will arrive, but whether we'll be ready for it. I think deeply about what human-AI collaboration should look like.
Sustainable Computing
As models grow larger and compute costs rise, green AI becomes critical. I follow research into model distillation, efficient inference, and carbon-aware training as paths toward sustainable AI infrastructure.
Neuro-Tech & Interfaces
Brain-computer interfaces fascinate me — Neuralink, BCI research, and the possibility of direct human-machine thought transfer. While still early-stage, these technologies may redefine what "computing" even means.
My Speculative Ideas
One idea I keep coming back to: personalized AI tutors trained on an individual's learning style and knowledge gaps — not generic chatbots, but truly adaptive educational companions. That intersection of AI, education, and psychology excites me deeply.
Key Highlights
AI Alignment
Following RLHF, constitutional AI, and interpretability research.
Green AI
Model compression & sparse inference as paths to sustainable compute.
BCI Research
Tracking Neuralink et al — direct neural interfaces for computing.
Adaptive EdTech
Envisioning truly personalized AI-powered learning companions.
Explore More
Check out the other sections of my Research & Achievements or head back to the full portfolio.