[abstract interpretation] [ai] [Clojure] [collapse-towers] [Common Lisp] [comm. boot.] [compiler]  [composition] [constraints] [Coq] [Dafny] [expert-system] [Frama-C] [generator] [harmony] [Just-In-Time (JIT)] [logic] [meta] [meta-reasoning] [meta-theory] [metabolic-network] [meta] [miniKanren] [music] [neuro-symbolic computing] [OOP] [overtone] [paper implementation studies] [PLT Redex] [precision medicine] [Prolog] [python] [reasoning] [reflection] [Scala] [Scheme] [Satisfiability Modulo Theories] [synthesis] [tabling] [towers] [truth-maintenance] [Twelf] [verification]

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by Languages Scala, Scheme, Coq, Clojure, Common Lisp, C, ...

by Research Topics 

• Generative programming
  writing programs that write programs...
• Logic & relational programming
  can we think in terms of relations rather than functions?
• Meta-theory
  type-theoretic foundations for languages like Scala, for language virtualization, for multi-stage programming,  ...
• Reflection
  building self-reflecting and self-adapting processes, meta-level architectures, ...
• Satisfiability Modulo Theories (SMT)
  how can we put powerful tools like z3 and CVC4 to work?
• Artificial Intelligence
  reviving some old school AI. How can we combine it with deep learning for neuro-symbolic systems?
• Application to Precision Medicine
  how can we apply ideas from Programming Languages and Artificial Intelligence to medical discovery and drug repurposing?

as Software

• io.livecode.ch
• Contributions include Scala (EPFL), Closure Compiler (Google), Micado (CAG CSAIL), Cytoscape (Ideker Lab).

as Research Prototypes

• mediKanren
  [miniKanren] [medicine]
• Synthesis Scheme
  [Scheme] [synthesis]
• LLM mysteries
  [ai]
• Reflection Schemes
  [Scheme] [reflection]
• Variations on Lisp
  [Scala, Scheme][reflection, generative programming]
• CLP(SMT)
  [Scheme, miniKanren, SMT] [logic programming]
• staged-miniKanren
  [Scheme, miniKanren] [generative programming, logic programming]
• metamk
  [Scheme, miniKanren] [logic programming, reflection]
• biohacker
  [Common Lisp] [biology]
• LLM verified with Monte Carlo Tree Search
  [Dafny, Coq, Lean, Python] [ai]
• metasolfeggio
  [Common Lisp, Clojure, ...] [music, harmony & counterpoint]

as Research Artifacts

• DOT
  [Coq, Twelf, PLT Redex, Dafny] [meta-theory]
• LMS-verify 
  [Scala, Frama-C] [generative programming, verification]
• Collapsing Towers of Interpreters
  [Scala, Scheme] [generative programming, reflection]
• Scalogno
  [Scala, SMT, tabling] [logic programming]
• SQL to C in 500 lines of code
  [Scala, C, SQL] [generative programming, pearl, tutorial]

as Paper Implementation Studies

• inc
  an incremental approach to compiler construction
  [Scheme, C, x86 assembly, Rust] [compiler]
• CLP(Set)
  set and constraint logic programming
  [Scheme, miniKanren, Prolog] [logic programming]
• Truth-Maintenance Systems
  building problem solvers
  [Common Lisp] [AI, expert system, reasoning]
• FOL
  prolegomena 
  [Common Lisp] [AI, reflection, reasoning]
• Dafny for PL Meta-Theory
  software foundations, locally nameless, step-indexed logical relations
  [Dafny, Coq] [meta-theory]
• Reflection-Oriented Programming
  [Scheme] [reflection]
• logically
  art of prolog, prolog for AI, alphaProlog, meta-circular abstract interpretation
  [Clojure] [logic programming, abstract interpretation, binders]
• Communication Bootstrapping
  [Scheme, Python] [AI]
• Engineered Robustness by Controlled Hallucination
  [Common Lisp] [AI]
• core.logic.nominal
  alphaKanren
  [Clojure] [logic programming, binders]
• simple tracing JIT
  [Python, stack VM] [interpreter, JIT]
• Relaxed Machines
  [Python, JAX] [neuro-symbolic, differentiable, interpreters]