The Futurist

Ship your SaaS with AI, without getting stuck in the loop

“This is a glimpse at the future of education: AI tutors guiding project-based learning at zero marginal cost. The fact that the 'instructor' is your local AI agent means it scales infinitely and personalizes automatically. Traditional bootcamps charging $15K should be very nervous.”

Andrej Karpathy's LLM lecture, rebuilt as an interactive visual experience

“The gap between AI capability and public understanding is the single biggest risk factor for good AI policy. Tools like this that translate technical reality into accessible visuals are infrastructure for an informed society — more important than most 'real' tools.”

Microsoft's 12-lesson open curriculum for building AI agents from scratch

“We're in the early phase of a developer education wave around agents — the same way REST API tutorials dominated 2010-2015. This curriculum is seeding a generation of agent-native developers who'll build the infrastructure that matters over the next five years.”

A working backprop transformer built in HyperCard on a 1989 Mac SE/30 with 4 MB RAM

“The timing is significant: as AI systems become increasingly opaque and proprietary, projects like MacMind go in the opposite direction — maximally transparent, maximally accessible. Demystification at this level has real cultural value. The next generation of AI researchers may be inspired by seeing a transformer in HyperTalk before they see one in PyTorch.”

You teach the AI — it exposes the gaps in your understanding

“Most AI education tools optimize for generating explanations, not for building genuine understanding. Feynman Tutor represents a fundamentally different philosophy: AI as the learner, human as the teacher. This interaction paradigm will become a core pattern in next-generation learning tools.”

Explore the characters and relationships of Hindu epics with AI guidance

“AI as a gateway to pre-digital textual traditions is underexplored. The world's oldest continuous literary traditions—Sanskrit, Pali, Classical Arabic, Classical Chinese—are locked behind language and density barriers. Projects like this are the first step toward making those traditions genuinely accessible to billions of people whose cultural heritage they are.”

Agent-native AI tutor with five modes, persistent memory, and a Math Animator

“The persistent, memory-bearing TutorBot model is an early prototype of what personalized education will look like at scale — a tutor that genuinely knows you, evolves with you, and can meet you anywhere across modalities. The math visualization capability hints at a future where abstract concepts are always accompanied by dynamic, personalized visual proofs generated on demand.”

Agent-native learning assistant with five modes and persistent memory

“Personalized education at scale is one of AI's most transformative applications. Cross-session memory is the first step toward a true AI tutor that knows your learning style, pace, and gaps. DeepTutor is early, but the architecture is the right one for where this is going.”

An open-source AI tutor with autonomous bots, math animation, and deep research

“Persistent TutorBots that live in messaging apps and remember your learning history are a glimpse at the future of personalized education. When this matures, the gap between 'AI assistant' and 'personal tutor' effectively closes for anyone with a laptop.”

Learn to code for free

“Free, open-source education at scale. freeCodeCamp proves that quality technical education can be accessible to everyone.”

Learn programming with mentored exercises

“Human mentoring combined with structured exercises is more effective than AI tutors for deep language learning.”