diff --git a/LICENSE b/LICENSE
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--- /dev/null
+++ b/LICENSE
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+              GNU GENERAL PUBLIC LICENSE
+                Version 3, 29 June 2007
+
+ Copyright (C) 2007 Free Software Foundation, Inc. <http://fsf.org/>
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+WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS
+THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY
+GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE
+USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF
+DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD
+PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS),
+EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF
+SUCH DAMAGES.
+
+  17. Interpretation of Sections 15 and 16.
+
+  If the disclaimer of warranty and limitation of liability provided
+above cannot be given local legal effect according to their terms,
+reviewing courts shall apply local law that most closely approximates
+an absolute waiver of all civil liability in connection with the
+Program, unless a warranty or assumption of liability accompanies a
+copy of the Program in return for a fee.
+
+              END OF TERMS AND CONDITIONS
+
+     How to Apply These Terms to Your New Programs
+
+  If you develop a new program, and you want it to be of the greatest
+possible use to the public, the best way to achieve this is to make it
+free software which everyone can redistribute and change under these terms.
+
+  To do so, attach the following notices to the program.  It is safest
+to attach them to the start of each source file to most effectively
+state the exclusion of warranty; and each file should have at least
+the "copyright" line and a pointer to where the full notice is found.
+
+    <one line to give the program's name and a brief idea of what it does.>
+    Copyright (C) <year>  <name of author>
+
+    This program is free software: you can redistribute it and/or modify
+    it under the terms of the GNU General Public License as published by
+    the Free Software Foundation, either version 3 of the License, or
+    (at your option) any later version.
+
+    This program is distributed in the hope that it will be useful,
+    but WITHOUT ANY WARRANTY; without even the implied warranty of
+    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+    GNU General Public License for more details.
+
+    You should have received a copy of the GNU General Public License
+    along with this program.  If not, see <http://www.gnu.org/licenses/>.
+
+Also add information on how to contact you by electronic and paper mail.
+
+  If the program does terminal interaction, make it output a short
+notice like this when it starts in an interactive mode:
+
+    <program>  Copyright (C) <year>  <name of author>
+    This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'.
+    This is free software, and you are welcome to redistribute it
+    under certain conditions; type `show c' for details.
+
+The hypothetical commands `show w' and `show c' should show the appropriate
+parts of the General Public License.  Of course, your program's commands
+might be different; for a GUI interface, you would use an "about box".
+
+  You should also get your employer (if you work as a programmer) or school,
+if any, to sign a "copyright disclaimer" for the program, if necessary.
+For more information on this, and how to apply and follow the GNU GPL, see
+<http://www.gnu.org/licenses/>.
+
+  The GNU General Public License does not permit incorporating your program
+into proprietary programs.  If your program is a subroutine library, you
+may consider it more useful to permit linking proprietary applications with
+the library.  If this is what you want to do, use the GNU Lesser General
+Public License instead of this License.  But first, please read
+<http://www.gnu.org/philosophy/why-not-lgpl.html>.
+
diff --git a/Setup.hs b/Setup.hs
new file mode 100644
--- /dev/null
+++ b/Setup.hs
@@ -0,0 +1,2 @@
+import Distribution.Simple
+main = defaultMain
diff --git a/array-forth.cabal b/array-forth.cabal
new file mode 100644
--- /dev/null
+++ b/array-forth.cabal
@@ -0,0 +1,82 @@
+-- Initial arrayForth.cabal generated by cabal init.  For further 
+-- documentation, see http://haskell.org/cabal/users-guide/
+
+-- The name of the package.
+name:                array-forth
+
+-- The package version.  See the Haskell package versioning policy (PVP) 
+-- for standards guiding when and how versions should be incremented.
+-- http://www.haskell.org/haskellwiki/Package_versioning_policy
+-- PVP summary:      +-+------- breaking API changes
+--                   | | +----- non-breaking API additions
+--                   | | | +--- code changes with no API change
+version:             0.2.0.2
+
+-- A short (one-line) description of the package.
+synopsis:            A simple interpreter for arrayForth, the language used on GreenArrays chips.
+
+description:         This is a package for working with arrayForth. This is a variant of Forth used by GreenArrays chips. This package contains an arrayForth simulator, two different representations of arrayForth programs and some utilities like parsing. 
+
+                     It also supports synthesizing arrayForth programs using MCMC. The basic idea is to find arrayForth programs by taking a simple prior distribution of programs and using a randomized hill-climbing algorithm to find a program fulfilling certain tests.
+
+-- A longer description of the package.
+-- description:         
+
+-- The license under which the package is released.
+license:             GPL-3
+
+-- The file containing the license text.
+license-file:        LICENSE
+
+-- The package author(s).
+author:              Tikhon Jelvis <tikhon@jelv.is>
+
+-- An email address to which users can send suggestions, bug reports, and 
+-- patches.
+maintainer:          tikhon@jelv.is
+
+-- A copyright notice.
+-- copyright:           
+
+category:            Language
+
+build-type:          Simple
+
+-- Constraint on the version of Cabal needed to build this package.
+cabal-version:       >=1.8
+
+source-repository head
+  type:           git
+  location:       git://github.com/TikhonJelvis/array-forth.git
+
+library
+  -- Modules exported by the library.
+  exposed-modules:     Language.ArrayForth.Distance, 
+                       Language.ArrayForth.Interpreter,
+                       Language.ArrayForth.NativeProgram,
+                       Language.ArrayForth.Opcode,
+                       Language.ArrayForth.Parse,
+                       Language.ArrayForth.Program,
+                       Language.ArrayForth.Stack,
+                       Language.ArrayForth.State,
+                       Language.ArrayForth.Synthesis
+  
+  hs-source-dirs:      src
+  -- Modules included in this library but not exported.
+  -- other-modules:       
+  
+  -- Other library packages from which modules are imported.
+  build-depends:       base ==4.5.*, mcmc-synthesis >=0.1, MonadRandom ==0.1.*,
+                       OddWord >=1.0.0, split ==0.1.*, vector ==0.9.*
+  GHC-options:         -Wall -funbox-strict-fields -fno-warn-orphans -rtsopts
+
+executable mcmc-demo
+  Main-is:             src/Main.hs
+  build-depends:       base ==4.5.*, mcmc-synthesis >=0.1, array-forth,
+                       MonadRandom ==0.1.*
+  GHC-options:         -Wall -rtsopts
+
+executable array-forth
+  Main-is:             src/Run.hs
+  build-depends:       base ==4.5.*, vector ==0.9.*, split ==0.1.*, array-forth
+  GHC-options:         -Wall -rtsopts
diff --git a/src/Language/ArrayForth/Distance.hs b/src/Language/ArrayForth/Distance.hs
new file mode 100644
--- /dev/null
+++ b/src/Language/ArrayForth/Distance.hs
@@ -0,0 +1,32 @@
+module Language.ArrayForth.Distance where
+
+import           Data.Bits                  (Bits, popCount, xor)
+
+import           Language.ArrayForth.Opcode (F18Word)
+import           Language.ArrayForth.State
+
+-- | A function that computes a measure of "distance" between two
+-- states. The larger the returned number, the more different the
+-- states.
+type Distance = State -> State -> Double
+
+-- | Counts the number of bits that differ between two numbers.
+countBits :: (Integral n, Bits n) => n -> n -> Int
+countBits n₁ n₂ = popCount $ (fromIntegral n₁ :: Int) `xor` fromIntegral n₂
+
+-- | Return a distance function that counts the different bits between
+-- the given registers. You could use it like `compareRegisters [s, t]`.
+registers :: [State -> F18Word] -> Distance
+registers regs s₁ s₂ = fromIntegral . sum $ zipWith countBits (go s₁) (go s₂)
+  where go state = map ($ state) regs
+
+-- | Returns a distance function that counts the different bits
+-- between the given memory locations.
+locations :: [F18Word] -> Distance
+locations addresses s₁ s₂ = fromIntegral . sum $ zipWith countBits (go s₁) (go s₂)
+  where go state = map (memory state !) addresses
+
+-- | Combines multiple distance functions to create a new one, by
+-- summing the different distances.
+distances :: [Distance] -> Distance
+distances dists s₁ s₂ = sum [dist s₁ s₂ | dist <- dists]
diff --git a/src/Language/ArrayForth/Interpreter.hs b/src/Language/ArrayForth/Interpreter.hs
new file mode 100644
--- /dev/null
+++ b/src/Language/ArrayForth/Interpreter.hs
@@ -0,0 +1,117 @@
+{-# LANGUAGE NamedFieldPuns #-}
+module Language.ArrayForth.Interpreter where
+
+import           Data.Bits                         (bit, bitSize, complement,
+                                                    shift, testBit, xor, (.&.),
+                                                    (.|.))
+
+import           Language.ArrayForth.NativeProgram
+import           Language.ArrayForth.Opcode
+import           Language.ArrayForth.State
+
+-- | Runs a single word's worth of instructions starting from the given state.
+word :: Instrs -> State -> State
+word (Instrs a b c d) state   = let s₁ = execute a state
+                                    s₂ = if endWord a then s₁ else execute b s₁
+                                    s₃ = if endWord a || endWord b
+                                         then s₂ else execute c s₂ in
+                                if endWord a || endWord b || endWord c then s₃ else execute d s₃
+word (Jump3 a b c addr) state = let s₁ = execute a state
+                                    s₂ = if endWord a then s₁ else execute b s₁ in
+                                if endWord a || endWord b then s₂ else jump c addr s₂
+word (Jump2 a b addr) state   = let s' = execute a state in
+                                if endWord a then s' else jump b addr s'
+word (Jump1 a addr) state     = jump a addr state
+word (Constant _) _           = error "Cannot execute a constant!"
+
+-- | Executes a single instruction in the given state, incrementing
+-- the program counter.
+step :: State -> State
+step state@State {p} = word (next state) $ state {p = p + 1, i = toBits $ next state}
+
+-- | Returns a trace of the program's execution. The trace is a list
+-- of the state of the chip after each step.
+traceProgram :: State -> [State]
+traceProgram = iterate step
+
+-- | Trace a program until it either hits four nops or all 0s.
+stepProgram :: State -> [State]
+stepProgram = takeWhile (not . done) . traceProgram
+  where done state = i state == 0x39ce7 || i state == 0
+
+-- | Runs the program unil it hits a terminal state, returning only
+-- the resulting state.
+eval :: State -> State
+eval state = last $ state : stepProgram state
+
+-- | Executes the specified program on the given state until it hits a
+-- "terminal" word--a word made up of four nops or all 0s.
+runNativeProgram :: State -> NativeProgram -> State
+runNativeProgram start program = eval $ setProgram 0 program start
+
+-- | Estimates the execution time of a program trace.
+countTime :: [State] -> Double
+countTime = runningTime . map (fromBits . i)
+
+-- | Checks that the program trace terminated in at most n steps,
+-- returning Nothing otherwise.
+throttle :: Int -> [State] -> Either [State] [State]
+throttle n state | null res       = Right [startState]
+                 | length res == n = Left res
+                 | otherwise      = Right res
+  where res = take n state
+
+-- | Does the given opcode cause the current word to stop executing?
+endWord :: Opcode -> Bool
+endWord = (`elem` [Ret, Exec, Jmp, Call, Unext, Next, If, MinusIf])
+
+-- | Executes an opcode on the given state.
+execute :: Opcode -> State -> State
+execute op state@State {a, b, p, r, s, t, memory} = case op of
+  Ret          -> fst . rpop $ state {p = r}
+  Exec         -> state {r = p, p = r}
+  Unext        -> if r == 0 then fst $ rpop state else state {r = r - 1, p = p - 1}
+  FetchP       -> dpush (state {p = p + 1}) $ memory ! p
+  FetchPlus    -> dpush (state {a = a + 1}) $ memory ! a
+  FetchB       -> dpush state $ memory ! b
+  Fetch        -> dpush state $ memory ! a
+  StoreP       -> state' {p = p + 1, memory = set memory p top}
+  StorePlus    -> state' {a = a + 1, memory = set memory a top}
+  StoreB       -> state' {memory = set memory b top}
+  Store        -> state' {memory = set memory a top}
+  MultiplyStep -> multiplyStep
+  Times2       -> state {t = t `shift` 1}
+  Div2         -> state {t = t `shift` (-1)}
+  Not          -> state {t = complement t}
+  Plus         -> state' {t = s + t}
+  And          -> state' {t = s .&. t}
+  Or           -> state' {t = s `xor` t}
+  Drop         -> fst $ dpop state
+  Dup          -> dpush state t
+  Pop          -> let (s', res) = rpop state in dpush s' res
+  Over         -> dpush state s
+  ReadA        -> dpush state a
+  Nop          -> state
+  Push         -> rpush state' top
+  SetB         -> state' {b = top}
+  SetA         -> state' {a = top}
+  _            -> error "Cannot jump without an address!"
+  where (state', top) = dpop state
+        multiplyStep
+          | even a    = let t0  = (t .&. 1) `shift` (bitSize t - 1) in
+                        state { a = t0 .|. a `shift` (-1)
+                              , t = t .&. bit 17 .|. t `shift` (-1)}
+          | otherwise = let sum0 = (s + t) `shift` (bitSize t - 1)
+                            sum17 = (s + t) .&. bit 17 in
+                        state { a = sum0 .|. a `shift` (-1)
+                              , t = sum17 .|. (s + t) `shift` (-1) }
+
+-- | Execute a jump instruction to the given address.
+jump :: Opcode -> F18Word -> State -> State
+jump op addr state@State{p, r, t} = case op of
+  Jmp     -> state {p = addr}
+  Call    -> (rpush state p) {p = addr}
+  Next    -> if r == 0 then fst $ rpop state else state {r = r - 1, p = addr}
+  If      -> if t /= 0 then state {p = addr} else state
+  MinusIf -> if t `testBit` pred (bitSize (0 :: F18Word)) then state else state {p = addr}
+  _       -> error "Non-jump instruction given a jump address!"
diff --git a/src/Language/ArrayForth/NativeProgram.hs b/src/Language/ArrayForth/NativeProgram.hs
new file mode 100644
--- /dev/null
+++ b/src/Language/ArrayForth/NativeProgram.hs
@@ -0,0 +1,103 @@
+{-# LANGUAGE FlexibleInstances    #-}
+{-# LANGUAGE OverlappingInstances #-}
+{-# LANGUAGE TypeSynonymInstances #-}
+module Language.ArrayForth.NativeProgram where
+
+import           Control.Applicative        ((<$>), (<*>))
+import           Control.Monad              ((<=<))
+
+import           Data.Bits                  (shift, (.&.), (.|.))
+import           Data.List.Split            (chunk, keepDelimsR, split, whenElt)
+import           Data.String                (IsString, fromString)
+
+import           Language.ArrayForth.Opcode
+import           Language.ArrayForth.Parse
+
+-- | Represents a word in memory. This word can either contain
+-- opcodes, opcodes and a jump address or just a constant number.
+data Instrs = Instrs Opcode Opcode Opcode Opcode
+            | Jump3 Opcode Opcode Opcode F18Word
+            | Jump2 Opcode Opcode F18Word
+            | Jump1 Opcode F18Word
+            | Constant F18Word deriving (Eq)
+
+instance Show Instrs where
+  show (Instrs a b c d)   = unwords $ map show [a, b, c, d]
+  show (Jump3 a b c addr) = unwords (map show [a, b, c]) ++ " " ++ show addr
+  show (Jump2 a b addr)   = unwords (map show [a, b]) ++ " " ++ show addr
+  show (Jump1 a addr)     = show a ++ " " ++ show addr
+  show (Constant n)       = show n
+  showList = (++) . unwords . map show
+
+-- | A program in the F18A instruction set.
+type NativeProgram = [Instrs]
+
+-- | Splits a list into chunks of at most four, breaking off a chunk
+-- whenever it sees an element matching the given predicate. This is
+-- useful for splitting a program along word boundaries, accounting
+-- for jump addresses.
+splitWords :: (a -> Bool) -> [a] -> [[a]]
+splitWords isNum = chunk 4 <=< split (keepDelimsR $ whenElt isNum)
+
+-- | Read a whole program, splitting instructions up into words.
+readNativeProgram :: String -> Either ParseError NativeProgram
+readNativeProgram = mapM go . splitWords isNumber . words
+  where go [a, b, c, d] = do c' <- readOpcode c
+                             if not $ isJump c'
+                               then Instrs <$> op a <*> op b <*> op c <*> op3 d
+                               else Jump3 <$> op a <*> op b <*> jump c <*> readWord d
+        go [a, b, c]    = Jump2 <$> op a <*> jump b <*> readWord c
+        go [a, b]       = Jump1 <$> jump a <*> readWord b
+        go [a]          = Constant <$> readWord a
+        go _            = error "Wrong number of instruction tokens!"
+        wrap cond err str = do code <- readOpcode str
+                               if cond code then Right code else Left $ err code
+        op = wrap (not . isJump) $ NoAddr . show
+        op3 = wrap slot3 $ NotSlot3 . show
+        jump = wrap isJump $ NotJump . show
+
+instance Read NativeProgram where
+  readsPrec _ str = [(result, "")]
+    where result = case readNativeProgram str of
+            Right res -> res
+            Left  err -> error $ show err
+
+instance IsString NativeProgram where fromString = read
+
+-- | Returns the given instructions as an actual word. This assumes
+-- the address is sized appropriately.
+toBits :: Instrs -> F18Word
+toBits (Instrs a b c d)   = fromOpcode a `shift` 13 .|. fromOpcode b `shift` 8  .|.
+                            fromOpcode c `shift` 3  .|. fromOpcode d `shift` (-2)
+toBits (Jump3 a b c addr) = fromOpcode a `shift` 13 .|. fromOpcode b `shift` 8  .|.
+                            fromOpcode c `shift` 3  .|. addr
+toBits (Jump2 a b addr)   = fromOpcode a `shift` 13 .|. fromOpcode b `shift` 8  .|. addr
+toBits (Jump1 a addr)     = fromOpcode a `shift` 13 .|. addr
+toBits (Constant n)       = n
+
+-- | Reads in a word as a set of opcodes.
+fromBits :: F18Word -> Instrs
+fromBits n | isJump a  = Jump1 a     $ n .&. 0x3FF
+           | isJump b  = Jump2 a b   $ n .&. 0xFF
+           | isJump c  = Jump3 a b c $ n .&. 0x7
+           | otherwise = Instrs a b c d
+  where a = toOpcode $ n `shift` (-13)
+        b = toOpcode $ n `shift` (-8) .&. 0x1F
+        c = toOpcode $ n `shift` (-3) .&. 0x1F
+        d = toOpcode $ (n .&. 0x7) `shift` 2
+
+-- | Returns the opcodes in the given instruction word. A constant
+-- corresponds to not having any opcodes.
+toOpcodes :: Instrs -> [Opcode]
+toOpcodes (Instrs a b c d) = [a, b, c, d]
+toOpcodes (Jump3 a b c _)  = [a, b, c]
+toOpcodes (Jump2 a b _)    = [a, b]
+toOpcodes (Jump1 a _)      = [a]
+toOpcodes Constant{}       = []
+
+-- | Estimates the running time of the program in nanoseconds. This is
+-- based on the numbers provided in the manual: faster instructions
+-- take 1.5 nanoseconds and slower ones take 5. For now, this estimate
+-- ignores control flow like ifs and loops.
+runningTime :: NativeProgram -> Double
+runningTime = sum . map opcodeTime . reverse . dropWhile (== Nop) . reverse . concatMap toOpcodes
diff --git a/src/Language/ArrayForth/Opcode.hs b/src/Language/ArrayForth/Opcode.hs
new file mode 100644
--- /dev/null
+++ b/src/Language/ArrayForth/Opcode.hs
@@ -0,0 +1,91 @@
+module Language.ArrayForth.Opcode where
+
+import           Data.List                 (elemIndex)
+import           Data.Word.Odd             (Word18)
+
+import           Language.ArrayForth.Parse (ParseError (..))
+
+-- | The 18-bit word type used by Greenarrays chips.
+type F18Word = Word18
+
+-- | Each F18A instruction, ordered by opcode.
+data Opcode = Ret                -- ;
+            | Exec               -- ex
+            | Jmp                -- name ;
+            | Call               -- name
+            | Unext              -- unext
+            | Next               -- next
+            | If                 -- if
+            | MinusIf            -- -if
+            | FetchP             -- @p
+            | FetchPlus          -- @+
+            | FetchB             -- @b
+            | Fetch              -- @
+            | StoreP             -- !p
+            | StorePlus          -- !+
+            | StoreB             -- !b
+            | Store              -- !
+            | MultiplyStep       -- +*
+            | Times2             -- 2*
+            | Div2               -- 2/
+            | Not                -- -
+            | Plus               -- +
+            | And                -- and
+            | Or                 -- or
+            | Drop               -- drop
+            | Dup                -- dup
+            | Pop                -- pop
+            | Over               -- over
+            | ReadA              -- a
+            | Nop                -- .
+            | Push               -- push
+            | SetB               -- b!
+            | SetA               -- a!
+            deriving (Eq, Bounded, Enum)
+
+-- | The names of the different instructions, ordered by opcode.
+names :: [String]
+names = [";", "ex", "jump", "call", "unext", "next", "if", "-if", "@p", "@+", "@b", "@",
+         "!p", "!+", "!b", "!", "+*", "2*", "2/", "-", "+", "and", "or", "drop", "dup",
+         "pop", "over", "a", ".", "push", "b!", "a!"]
+
+-- | All of the opcodes, in order.
+opcodes :: [Opcode]
+opcodes = [minBound..maxBound]
+
+instance Show Opcode where show op = names !! fromEnum op
+
+-- | Tries to read a given string as an opcode from the list of names.
+readOpcode :: String -> Either ParseError Opcode
+readOpcode token = case elemIndex token names of
+  Just res -> Right $ toEnum res
+  Nothing  -> Left  $ BadOpcode token
+
+instance Read Opcode where readsPrec _ str = case readOpcode str of
+                             Left err -> error $ show err
+                             Right r  -> [(r, "")]
+
+-- | Converts a word to an opcode. The word has to be < 32.
+toOpcode :: F18Word -> Opcode
+toOpcode = toEnum . fromIntegral
+
+-- | Converts an Opcode to its 18-bit word representation.
+fromOpcode :: Opcode -> F18Word
+fromOpcode = fromIntegral . fromEnum
+
+-- | Returns whether the given opcode is a jump instruction expecting
+-- an address.
+isJump :: Opcode -> Bool
+isJump = (`elem` [Jmp, Call, Next, If, MinusIf])
+
+-- | Can the given opcode go in the last slot?
+slot3 :: Opcode -> Bool
+slot3 = (`elem` [Ret, MultiplyStep, Unext, Plus, FetchP, Dup, StoreP, Nop])
+
+-- | Estimates how long a given opcode will take to execute. Normal
+-- opcodes take 1.5 nanoseconds where ones that access the memory take
+-- 5 nanoseconds.
+opcodeTime :: Opcode -> Double
+opcodeTime op = if memoryOp op then 5 else 1.5
+  where memoryOp = (`elem` [FetchP, FetchPlus, FetchB, Fetch, StoreP,
+                            StorePlus, StoreB, Store])
diff --git a/src/Language/ArrayForth/Parse.hs b/src/Language/ArrayForth/Parse.hs
new file mode 100644
--- /dev/null
+++ b/src/Language/ArrayForth/Parse.hs
@@ -0,0 +1,29 @@
+module Language.ArrayForth.Parse (ParseError (..), isNumber, readWord) where
+
+import           Text.Printf                       (printf)
+
+-- | Possible ways the input string can be malformed.
+data ParseError = BadOpcode String
+                | NotSlot3 String
+                | NotJump String
+                | NoAddr String
+                | BadNumber String
+
+instance Show ParseError where
+  show (BadOpcode op) = printf "Invalid opcode `%s'." op
+  show (NotSlot3 op)  = printf "`%s' cannot go into the last slot." op
+  show (NotJump op)   =
+    printf "`%s' is not a jump instruction and cannot get an address." op
+  show (NoAddr op)    = printf "Missing a jump address for `%s'" op
+  show (BadNumber n)  = printf "`%s' is not a valid number." n
+
+-- | Is the given string a valid number with no other tokens?
+isNumber :: String -> Bool
+isNumber str = let asNumber = reads str :: [(Integer, String)] in
+          not (null asNumber) && (null . snd $ head asNumber)
+
+-- | Tries to read a word, giving an error if it fails.
+readWord :: Read a => String -> Either ParseError a
+readWord str = case reads str of
+          (x, _) : _ -> Right x
+          []         -> Left $ BadNumber str
diff --git a/src/Language/ArrayForth/Program.hs b/src/Language/ArrayForth/Program.hs
new file mode 100644
--- /dev/null
+++ b/src/Language/ArrayForth/Program.hs
@@ -0,0 +1,137 @@
+{-# LANGUAGE FlexibleInstances    #-}
+{-# LANGUAGE OverlappingInstances #-}
+{-# LANGUAGE TypeSynonymInstances #-}
+module Language.ArrayForth.Program where
+
+import           Control.Monad                     ((<=<))
+
+import           Data.Functor                      ((<$>))
+import           Data.List                         (find, (\\))
+import           Data.String                       (IsString, fromString)
+
+import           Language.ArrayForth.Interpreter
+import           Language.ArrayForth.NativeProgram
+import           Language.ArrayForth.Opcode
+import qualified Language.ArrayForth.Parse         as P
+import           Language.ArrayForth.State         (State, setProgram)
+
+data Addr = Concrete F18Word | Abstract String deriving Eq
+
+instance Show Addr where
+  show (Concrete n) = show n
+  show (Abstract s) = ':' : s
+
+-- | Represents a single instruction as viewed by the
+-- synthesizer. This can be an opcode, a numeric literal or a token
+-- representing an unused slot.
+data Instruction = Opcode Opcode
+                 | Jump Opcode Addr
+                 | Number F18Word
+                 | Label String
+                 | Unused deriving Eq
+
+-- | A program to be manipulated by the MCMC synthesizer
+type Program = [Instruction]
+
+instance Show Instruction where
+  show (Opcode op)    = show op
+  show (Jump op addr) = show op ++ " " ++ show addr
+  show (Number n)     = show n
+  show (Label s)      = ':' : s
+  show Unused         = "_"
+  showList = (++) . unwords . map show
+
+-- | Tries to parse the given string as an instruction, which can
+-- either be a number, an opcode or "_" representing Unused.
+readInstruction :: String -> Either P.ParseError Instruction
+readInstruction "_"                  = Right Unused
+readInstruction (':':label)          = Right $ Label label
+readInstruction str | P.isNumber str = Number <$> P.readWord str
+                    | otherwise      = Opcode <$> readOpcode str
+
+-- | Reads a program in the synthesizer's format.
+readProgram :: String -> Either P.ParseError Program
+readProgram = fixJumps <=< mapM readInstruction . words
+  where fixJumps [] = Right []
+        fixJumps (Opcode op : rest) | isJump op = case rest of
+          Number n : program -> (Jump op (Concrete n) :) <$> fixJumps program
+          Label s : program  -> (Jump op (Abstract s) :) <$> fixJumps program
+          _                  -> Left . P.NoAddr $ show op
+        fixJumps (good : rest) = (good :) <$> fixJumps rest
+
+instance Read Program where
+  readsPrec _ str = [(result, "")]
+    where result = case readProgram str of
+            Right res -> res
+            Left  err -> error $ show err
+
+instance IsString Program where fromString = read
+
+-- | Takes a program as handled by the synthesizer and makes it native
+-- by turning literal numbers into @p and fixing any issues with
+-- instructions going into the last slot as well as prepending
+-- nops before + instructions.
+toNative :: Program -> NativeProgram
+toNative = (>>= toInstrs) . splitWords bound . fixSlot3 . (>>= nopsPlus) . labels . filter (/= Unused)
+  where labels program = map convert $ filter (not . label) program
+          where label Label{} = True
+                label _       = False
+                values = go 0 program
+                go _ []                  = []
+                go n (Label name : rest) = (name, n) : go n rest
+                go n (_ : rest)          = go (n + 1) rest
+                convert (Jump op (Abstract l)) = maybe (error $ "Unknown label " ++ l)
+                                                 (Jump op . Concrete) $ lookup l values
+                convert x                      = x
+        nop = Opcode Nop
+        bound Jump{} = True
+        bound _      = False
+        nopsPlus (Opcode Plus) = [nop, Opcode Plus]
+        nopsPlus x             = [x]
+        fixSlot3 program
+          | length program < 4 = program
+          | validOp4           = take 4 program ++ fixSlot3 (drop 4 program)
+          | otherwise          = take 3 program ++ [nop] ++ fixSlot3 (drop 3 program)
+          where validOp4 = case program !! 3 of Opcode op -> slot3 op
+                                                Number{}  -> True
+                                                _         -> False
+        toInstrs ls = let (ops, numbers) = addFetchP ls in
+          convert ops : map (\ (Number n) -> Constant n) numbers
+        addFetchP [] = ([], [])
+        addFetchP (n@Number{} : rest) =
+          let (instrs, consts) = addFetchP rest in (Opcode FetchP : instrs, n : consts)
+        addFetchP (instr : rest) =
+          let (instrs, consts) = addFetchP rest in (instr : instrs, consts)
+        convert [Opcode a, Opcode b, Opcode c, Opcode d] = Instrs a b c d
+        convert [Opcode a, Opcode b, Jump c addr]        = Jump3 a b c $ concrete addr
+        convert [Opcode a, Jump b addr]                  = Jump2 a b $ concrete addr
+        convert [Jump a addr]                            = Jump1 a $ concrete addr
+        convert instrs                                   = convert . take 4 $ instrs ++ repeat nop
+        concrete Abstract{}      = error "Need concrete address at this stage."
+        concrete (Concrete addr) = addr
+
+-- | Gets a synthesizer program from a native program. Currently does
+-- not support jumps.
+fromNative :: NativeProgram -> Program
+fromNative = fixNumbers . concatMap extract
+  where extract (Instrs a b c d)   = [Opcode a, Opcode b, Opcode c, Opcode d]
+        extract (Jump3 a b c addr) = [Opcode a, Opcode b, Jump c $ Concrete addr]
+        extract (Jump2 a b addr)   = [Opcode a, Jump b $ Concrete addr]
+        extract (Jump1 a addr)     = [Jump a $ Concrete addr]
+        extract (Constant n)       = [Number n]
+        fixNumbers [] = []
+        fixNumbers (Opcode FetchP : rest) = case find isNumber rest of
+          Just n  -> n : (fixNumbers $ rest \\ [n])
+          Nothing -> Opcode FetchP : fixNumbers rest
+        fixNumbers (x : rest)   = x : fixNumbers rest
+        isNumber Number{} = True
+        isNumber _        = False
+
+-- | Runs a given program from the default starting state.
+runProgram :: State -> Program -> State
+runProgram start = runNativeProgram start . toNative
+
+-- | Loads the given synthesizer-friendly program into the given
+-- state.
+load :: Program -> State -> State
+load prog state = setProgram 0 (toNative prog) state
diff --git a/src/Language/ArrayForth/Stack.hs b/src/Language/ArrayForth/Stack.hs
new file mode 100644
--- /dev/null
+++ b/src/Language/ArrayForth/Stack.hs
@@ -0,0 +1,31 @@
+{-# LANGUAGE BangPatterns #-}
+module Language.ArrayForth.Stack (empty, push, pop, fill, Stack) where
+
+import           Prelude                    hiding ((++))
+
+import           Data.List                  (foldl')
+import           Data.Vector.Unboxed        ((!), (++))
+import qualified Data.Vector.Unboxed        as V
+
+import           Language.ArrayForth.Opcode (F18Word)
+
+newtype Stack = Stack (V.Vector Int) deriving (Eq)
+
+instance Show Stack where show (Stack body) = unwords . map show $ V.toList body
+
+-- | A stack containing only 0s.
+empty :: Stack
+empty = Stack $ V.replicate 8 0
+
+-- | Pushes the given element on top of the stack, discarding the last element.
+push :: Stack -> F18Word -> Stack
+push !(Stack body) word = Stack . V.cons (fromIntegral word) $ V.init body
+
+-- | Pops the top of the stack, returning the value and the new stack.
+pop :: Stack -> (Stack, F18Word)
+pop !(Stack body) = let x = V.take 1 body in (Stack $ V.tail body ++ x, fromIntegral $ x ! 0)
+
+-- | Push the given elements onto the stack one-by-one.
+fill ::  Stack -> [F18Word] -> Stack
+fill = foldl' push
+
diff --git a/src/Language/ArrayForth/State.hs b/src/Language/ArrayForth/State.hs
new file mode 100644
--- /dev/null
+++ b/src/Language/ArrayForth/State.hs
@@ -0,0 +1,78 @@
+{-# LANGUAGE NamedFieldPuns #-}
+module Language.ArrayForth.State where
+
+import           Data.Functor                      ((<$>))
+import           Data.Vector.Unboxed               (Vector, (//))
+import qualified Data.Vector.Unboxed               as V
+
+import           Text.Printf                       (printf)
+
+import           Language.ArrayForth.NativeProgram
+import           Language.ArrayForth.Opcode        (F18Word)
+import           Language.ArrayForth.Stack
+
+-- | The chip's RAM and ROM
+type Memory = Vector Int
+
+emptyMem :: Memory
+emptyMem = V.replicate 64 0
+
+-- | A state representing the registers, stacks and memory of a core.
+data State =
+  State { a, b, i, p, r, s, t    :: !F18Word
+        , dataStack, returnStack :: !Stack
+        , memory                 :: !Memory  }
+
+instance Show State where
+  show State {p, a, b, r, s, t, dataStack} =
+           printf "p:%s a:%s b:%s r:%s\n %s %s %s" p' a' b' r' t' s' (show dataStack)
+    where [p', a', b', r', s', t'] = map show [p, a, b, r, s, t]
+
+-- | The state corresponding to a core with no programs loaded and no
+-- instructions executed.
+startState :: State
+startState = State 0 0 0 0 0 0 0 empty empty emptyMem
+
+-- | The next word of instructions to execute in the given state.
+next :: State -> Instrs
+next State {memory, p} = fromBits $ memory ! p
+
+-- | Pops the data stack of the given state, updating s and t.
+dpop :: State -> (State, F18Word)
+dpop state@State {s, t, dataStack} =
+  let (ds', res) = pop dataStack in (state {t = s, s = res, dataStack = ds'}, t)
+
+-- | Push a word onto the data stack, updating s and t.
+dpush :: State -> F18Word -> State
+dpush state@State {s, t, dataStack} word =
+  state {t = word, s = t, dataStack = push dataStack s}
+
+-- | Pops the return stack of the given state, updating r.
+rpop :: State -> (State, F18Word)
+rpop state@State {r, returnStack} =
+  let (rs', res) = pop returnStack in (state {r = res, returnStack = rs'}, r)
+
+-- | Push a word onto the return stack, updating r.
+rpush :: State -> F18Word -> State
+rpush state@State {r, returnStack} word =
+  state {r = word, returnStack = push returnStack r}
+
+-- | Force an address to be in range of memory: [0,64).
+toMem :: (Integral a, Integral b) => a -> b
+toMem = fromIntegral . (`mod` 64)
+
+-- | Read the memory at a location given by a Forth word.
+(!) :: Memory -> F18Word -> F18Word
+memory ! i | toMem i < V.length memory = fromIntegral $ memory V.! toMem i
+           | otherwise                 = error "Memory out of bounds."
+
+-- | Set the memory using Forth words.
+set :: Memory -> F18Word -> F18Word -> Memory
+set mem index value = mem // [(toMem index, fromIntegral $ value)]
+
+-- | Loads the given program into memory at the given starting
+-- position.
+setProgram :: F18Word -> NativeProgram -> State -> State
+setProgram start program state@State {memory} = state' {i = toBits $ next state'}
+  where state' = state {memory = memory // prog}
+        prog = zip [toMem start..] (fromIntegral . toBits <$> program)
diff --git a/src/Language/ArrayForth/Synthesis.hs b/src/Language/ArrayForth/Synthesis.hs
new file mode 100644
--- /dev/null
+++ b/src/Language/ArrayForth/Synthesis.hs
@@ -0,0 +1,65 @@
+{-# LANGUAGE FlexibleInstances    #-}
+{-# LANGUAGE NamedFieldPuns       #-}
+{-# LANGUAGE OverlappingInstances #-}
+{-# LANGUAGE ScopedTypeVariables  #-}
+{-# LANGUAGE TypeSynonymInstances #-}
+module Language.ArrayForth.Synthesis where
+
+import           Control.Arrow                   (first)
+import           Control.Monad.Random            (Random, random, randomR)
+
+import           Data.Functor                    ((<$>))
+import           Data.List                       (genericLength, (\\))
+
+import           Language.ArrayForth.Distance
+import           Language.ArrayForth.Interpreter
+import           Language.ArrayForth.Opcode
+import           Language.ArrayForth.Program
+import           Language.ArrayForth.State
+
+import           Language.Synthesis.Distribution (Distr (..), mix,
+                                                  negativeInfinity, randInt,
+                                                  uniform)
+import           Language.Synthesis.Mutations    hiding (mix)
+import qualified Language.Synthesis.Mutations    as M
+
+-- | Given a specification program and some inputs, evaluate a program
+-- against the specification for both performance and correctness.
+evaluate :: Program -> [State] -> Distance -> Program -> Double
+evaluate spec inputs score program =
+  0.1 * (10 * sum correctness + sum performance / genericLength inputs)
+  where specs = stepProgram . load spec <$> inputs
+        progs = stepProgram . load program <$> inputs
+        cases = zip3 (last <$> specs) (length <$> specs) (countTime <$> specs)
+        (correctness, performance) = unzip $ zipWith test progs cases
+        test prog (output, steps, time) = case throttle steps prog of
+          Right res -> calc res
+          Left res  -> let (a, b) = calc res in (a - 1e10, b - 1e10)
+          where calc res = (-score output (last res), time - countTime res)
+
+-- I need this so that I can get a distribution over Forth words.
+instance Random F18Word where
+  randomR (start, end) gen =
+    first fromInteger $ randomR (fromIntegral start, fromIntegral end) gen
+  random = randomR (0, maxBound)
+
+-- | The default distribution of instructions. For now, we do not
+-- support any sort of jumps. All the other possible instructions
+-- along with constant numbers and unused slots are equally
+-- likely. The numeric value of constants is currently a uniform
+-- distribution over 18-bit words.
+defaultOps :: Distr Instruction
+defaultOps = mix [(constants, 1.0), (uniform [Unused], 1.0),
+                  (uniform instrs, genericLength instrs)]
+  where instrs = map Opcode $ filter (not . isJump) opcodes \\ [Unext, Exec, Ret]
+        constants = let Distr {sample, logProbability} = randInt (0, maxBound)
+                        logProb (Number n) = logProbability n
+                        logProb _          = negativeInfinity in
+                    Distr { sample = Number <$> sample
+                          , logProbability = logProb }
+
+-- | The default mutations to try. For now, this will either change an
+-- instruction or swap two instructions in the program, with equal
+-- probability.
+defaultMutations :: Mutation Program
+defaultMutations = M.mix [(mutateInstruction defaultOps, 1), (swapInstructions, 1)]
diff --git a/src/Main.hs b/src/Main.hs
new file mode 100644
--- /dev/null
+++ b/src/Main.hs
@@ -0,0 +1,44 @@
+module Main where
+
+import           Control.Monad.Random            (evalRandIO)
+
+import           Data.List                       (find)
+
+import           Language.ArrayForth.Distance    (Distance, registers)
+import           Language.ArrayForth.Interpreter (eval)
+import           Language.ArrayForth.Parse       ()
+import           Language.ArrayForth.Program     (Program, load)
+import           Language.ArrayForth.State       (State (..), startState)
+import           Language.ArrayForth.Synthesis   (defaultMutations, defaultOps,
+                                                  evaluate)
+
+import qualified Language.Synthesis.Distribution as Distr
+import           Language.Synthesis.Synthesis    (Problem (..), runningBest,
+                                                  synthesizeMhList)
+
+main :: IO ()
+main = verbose
+
+good :: (Program, Double) -> Bool
+good (_, val) = val >= 0.5
+
+verbose :: IO ()
+verbose = do ls <- evalRandIO (synthesizeMhList inclusiveOr)
+             mapM_ print . zip ls . takeWhile (not . good) $ runningBest ls
+
+run :: IO ()
+run = evalRandIO (synthesizeMhList inclusiveOr) >>= print . find good . runningBest
+
+test :: Distance -> String -> String -> State -> Double
+test distance p₁ p₂ input = let r₁ = eval $ load (read p₁) input
+                                r₂ = eval $ load (read p₂) input in
+                            distance r₁ r₂
+
+inclusiveOr :: Problem Program
+inclusiveOr = Problem { score = evaluate program cases distance
+                      , prior = Distr.replicate 8 defaultOps
+                      , jump  = defaultMutations }
+  where program = read "over over or a! and a or"
+        cases = [startState {t = 0, s = 123}, startState {t = maxBound, s = 123},
+                 startState {t = 1, s = 123}, startState {t = maxBound - 1, s = 123}]
+        distance = registers [t]
diff --git a/src/Run.hs b/src/Run.hs
new file mode 100644
--- /dev/null
+++ b/src/Run.hs
@@ -0,0 +1,46 @@
+{-# LANGUAGE NamedFieldPuns #-}
+module Main where
+
+import           Data.Functor                    ((<$))
+import           Data.List.Split                 (chunk)
+import qualified Data.Vector.Unboxed             as V
+
+import           Language.ArrayForth.Interpreter (eval, runNativeProgram)
+import           Language.ArrayForth.Parse       (isNumber)
+import           Language.ArrayForth.Program     (toNative, readProgram)
+import           Language.ArrayForth.State       (State (..), setProgram,
+                                                  startState)
+
+import           System.Environment              (getArgs)
+import           System.IO                       (hFlush, stdout)
+
+import           Text.Printf                     (printf)
+
+main :: IO ()
+main = do args <- getArgs
+          case args of
+            []     -> repl
+            [file] -> readFile file >>= print . runNativeProgram startState . read
+            _      -> putStrLn $ "Too many arguments!"
+
+repl :: IO ()
+repl = go 0 startState
+  where go loc state =
+          do inp <- putStr "λ>" >> hFlush stdout >> getLine
+             case inp of
+               [':']          -> putStrLn "Please specify a command!" >> go loc state
+               ':' : commands -> let command : args = words commands in
+                 run command args >>= uncurry go
+               program        -> execute $ readProgram program
+          where execute (Left err)      = print err >> go loc state
+                execute (Right program) = print res >> go p res
+                  where res@State {p} = eval $ setProgram loc (toNative program) state
+                run "reset" _   = (0, startState) <$ print startState
+                run "p" args
+                  | null args || not (isNumber $ head args) =
+                    (loc, state) <$ putStrLn "Invalid arguments!"
+                  | otherwise = let n = read $ head args in
+                    (n, state { p = n }) <$ print state { p = n }
+                run cmd args  = (loc, state) <$ continue cmd args
+                continue "memory" _ = mapM_ print . chunk 8 . V.toList $ memory state
+                continue cmd _      = printf "Unknown command `%s'!\n" cmd
