Current AI's remarkable success masks fundamental limitations. Explore the revolutionary architectures—neurosymbolic AI, embodied intelligence, and dual-system thinking—that will define the next era of artificial intelligence. AI Talk.
A practical, research-based guide to building AI SaaS: five viable directions, validation tactics, defensible moats, pricing models, and the unit economics discipline to avoid margin death.
A pragmatic guide to AI SaaS: high‑value directions, validation and moats, pricing and unit economics, team execution, risk & compliance, and practical workflows to turn AI into a reliable coworker.
Beyond content generation: concrete product strategies for agentic workflows, domain-trained models, and natural multimodal UX—plus pricing for uncertainty, data moats, and a 90‑day plan.
2025-09-18. A concise, objective roundup of recent DeepSeek-R1 research: RL to incentivize reasoning, what independent evaluations show, and what it means for product, research, and safety.