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zogwarg zogwarg @awful.systems
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Advent of Code 2024 - the home stretch - it's been an aMAZEing year
  • 24! - Crossed Wires - Leaderboard time 01h01m13s (and a close personal time of 01h09m51s)

    Spoilers

    I liked this one! It was faster the solve part 2 semi-manually before doing it "programmaticly", which feels fun.

    Way too many lines follow (but gives the option to finding swaps "manually"):

    #!/usr/bin/env jq -n -crR -f
    
    ( # If solving manually input need --arg swaps
      # Expected format --arg swaps 'n01-n02,n03-n04'
      # Trigger start with --arg swaps '0-0'
      if $ARGS.named.swaps then $ARGS.named.swaps |
        split(",") | map(split("-") | {(.[0]):.[1]}, {(.[1]):.[0]}) | add
      else {} end
    ) as $swaps |
    
    [ inputs | select(test("->")) / " " | del(.[3]) ] as $gates |
    
    [ # Defining Target Adder Circuit #
      def pad: "0\(.)"[-2:];
      (
        [ "x00", "AND", "y00", "c00" ],
        [ "x00", "XOR", "y00", "z00" ],
        (
          (range(1;45)|pad) as $i |
          [ "x\($i)", "AND", "y\($i)", "c\($i)" ],
          [ "x\($i)", "XOR", "y\($i)", "a\($i)" ]
        )
      ),
      (
        ["a01", "AND", "c00", "e01"],
        ["a01", "XOR", "c00", "z01"],
        (
          (range(2;45) | [. , . -1 | pad]) as [$i,$j] |
          ["a\($i)", "AND", "s\($j)", "e\($i)"],
          ["a\($i)", "XOR", "s\($j)", "z\($i)"]
        )
      ),
      (
        (
          (range(1;44)|pad) as $i |
          ["c\($i)", "OR", "e\($i)", "s\($i)"]
        ),
        ["c44", "OR", "e44", "z45"]
      )
    ] as $target_circuit |
    
    ( #        Re-order xi XOR yi wires so that xi comes first        #
      $gates | map(if .[0][0:1] == "y" then  [.[2],.[1],.[0],.[3]] end)
    ) as $gates |
    
    #  Find swaps, mode=0 is automatic, mode>0 is manual  #
    def find_swaps($gates; $swaps; $mode): $gates as $old |
      #                   Swap output wires                #
      ( $gates | map(.[3] |= ($swaps[.] // .)) ) as $gates |
    
      # First level: 'x0i AND y0i -> c0i' and 'x0i XOR y0i -> a0i' #
      #      Get candidate wire dict F, with reverse dict R        #
      ( [ $gates[]
          | select(.[0][0:1] == "x" )
          | select(.[0:2] != ["x00", "XOR"] )
          | if .[1] == "AND" then { "\(.[3])": "c\(.[0][1:])"  }
          elif .[1] == "XOR" then { "\(.[3])": "a\(.[0][1:])"  }
          else "Unexpected firt level op" | halt_error end
        ] | add
      ) as $F | ($F | with_entries({key:.value,value:.key})) as $R |
    
      #       Replace input and output wires with candidates      #
      ( [ $gates[]  | map($F[.] // .)
          | if .[2] | test("c\\d") then [ .[2],.[1],.[0],.[3] ] end
          | if .[2] | test("a\\d") then [ .[2],.[1],.[0],.[3] ] end
        ] # Makes sure that when possible a0i comes 1st, then c0i #
      ) as $gates |
    
      # Second level:   use info rich 'c0i OR e0i -> s0i' gates   #
      #      Get candidate wire dict S, with reverse dict T       #
      ( [ $gates[]
          | select((.[0] | test("c\\d")) and .[1] == "OR" )
          | {"\(.[2])": "e\(.[0][1:])"}, {"\(.[3])": "s\(.[0][1:])"}
        ] | add | with_entries(select(.key[0:1] != "z"))
      ) as $S | ($S | with_entries({key:.value,value:.key})) as $T |
    
      ( #      Replace input and output wires with candidates     #
        [ $gates[] | map($S[.] // .) ] | sort_by(.[0][0:1]!="x",.)
      ) as $gates  | #                   Ensure "canonical" order #
    
      [ # Diff - our input gates only
        $gates - $target_circuit
        | .[] | [ . , map($R[.] // $T[.] // .) ]
      ] as $g |
      [ # Diff +  target circuit only
        $target_circuit - $gates
        | .[] | [ . , map($R[.] // $T[.] // .) ]
      ] as $c |
    
      if $mode > 0 then
        #    Manual mode print current difference    #
        debug("gates", $g[], "target_circuit", $c[]) |
    
        if $gates == $target_circuit then
          $swaps | keys | join(",") #   Output successful swaps  #
        else
          "Difference remaining with target circuit!" | halt_error
        end
      else
        # Automatic mode, recursion end #
        if $gates == $target_circuit then
          $swaps | keys | join(",") #   Output successful swaps  #
        else
          [
            first(
              # First case when only output wire is different
              first(
                [$g,$c|map(last)]
                | combinations
                | select(first[0:3] == last[0:3])
                | map(last)
                | select(all(.[]; test("e\\d")|not))
                | select(.[0] != .[1])
                | { (.[0]): .[1], (.[1]): .[0] }
              ),
              # "Only" case where candidate a0i and c0i are in an
              # incorrect input location.
              # Might be more than one for other inputs.
              first(
                [
                  $g[] | select(
                    ((.[0][0]  | test("a\\d")) and .[0][1] == "OR") or
                    ((.[0][0]  | test("c\\d")) and .[0][1] == "XOR")
                  ) | map(first)
                ]
                | if length != 2 then
                    "More a0i-c0i swaps required" | halt_error
                  end
                | map(last)
                | select(.[0] != .[1])
                | { (.[0]): .[1], (.[1]): .[0] }
              )
            )
          ] as [$pair] |
          if $pair | not then
            "Unexpected pair match failure!" | halt_error
          else
            find_swaps($old; $pair+$swaps; 0)
          end
        end
      end
    ;
    
    find_swaps($gates;$swaps;$swaps|length)
    
  • Advent of Code 2024 - the home stretch - it's been an aMAZEing year
  • 23!

    Spoilerific

    Got lucky on the max clique in part 2, my solution only works if there are at least 2 nodes in the clique, that only have the clique members as common neighbours.

    Ended up reading wikipedia to lift one the Bron-Kerbosch methods:

    #!/usr/bin/env jq -n -rR -f
    
    reduce (
      inputs / "-" #         Build connections dictionary         #
    ) as [$a,$b] ({}; .[$a] += [$b] | .[$b] += [$a]) | . as $conn |
    
    
    #  Allow Loose max clique check #
    if $ARGS.named.loose == true then
    
    # Only works if there is at least one pair in the max clique #
    # That only have the clique members in common.               #
    
    [
      #               For pairs of connected nodes                   #
      ( $conn | keys[] ) as $a | $conn[$a][] as $b | select($a < $b) |
      #             Get the list of nodes in common                  #
          [$a,$b] + ($conn[$a] - ($conn[$a]-$conn[$b])) | unique
    ]
    
    # From largest size find the first where all the nodes in common #
    #    are interconnected -> all(connections ⋂ shared == shared)   #
    | sort_by(-length)
    | first (
      .[] | select( . as $cb |
        [
            $cb[] as $c
          | ( [$c] + $conn[$c] | sort )
          | ( . - ( . - $cb) ) | length
        ] | unique | length == 1
      )
    )
    
    else # Do strict max clique check #
    
    # Example of loose failure:
    # 0-1 0-2 0-3 0-4 0-5 1-2 1-3 1-4 1-5
    # 2-3 2-4 2-5 3-4 3-5 4-5 a-0 a-1 a-2
    # a-3 b-2 b-3 b-4 b-5 c-0 c-1 c-4 c-5
    
    def bron_kerbosch1($R; $P; $X; $cliques):
      if ($P|length) == 0 and ($X|length) == 0 then
        if ($R|length) > 2 then
          {cliques: ($cliques + [$R|sort])}
        end
      else
        reduce $P[] as $v ({$R,$P,$X,$cliques};
          .cliques = bron_kerbosch1(
            .R - [$v] + [$v]     ; # R ∪ {v}
            .P - (.P - $conn[$v]); # P ∩ neighbours(v)
            .X - (.X - $conn[$v]); # X ∩ neighbours(v)
               .cliques
          )    .cliques    |
          .P = (.P - [$v]) |       # P ∖ {v}
          .X = (.X - [$v] + [$v])  # X ∪ {v}
        )
      end
    ;
    
    bron_kerbosch1([];$conn|keys;[];[]).cliques | max_by(length)
    
    end
    
    | join(",") # Output password
    
  • Advent of Code Week 3 - you're lost in a maze of twisty mazes, all alike
  • That's still mostly what it is ^^, though I'd say it's more "awk+sed" for JSON.

  • Advent of Code Week 3 - you're lost in a maze of twisty mazes, all alike
  • Hacky Manual parallelization

    22-b.jq

    Massive time gains with parallelization + optimized next function (2x speedup) by doing the 3 xor operation in "one operation", Maybe I prefer the grids ^^:

    #!/usr/bin/env jq -n -f
    
    #────────────────── Big-endian to_bits ───────────────────#
    def to_bits:
      if . == 0 then [0] else { a: ., b: [] } | until (.a == 0;
          .a /= 2 |
          if .a == (.a|floor) then .b += [0]
                              else .b += [1] end | .a |= floor
      ) | .b end;
    #────────────────── Big-endian from_bits ────────────────────────#
    def from_bits: [ range(length) as $i | .[$i] * pow(2; $i) ] | add;
    
    ( # Get index that contribute to next xor operation.
      def xor_index(a;b): [a, b] | transpose | map(add);
      [ range(24) | [.] ]
      | xor_index([range(6) | [-1]] + .[0:18] ; .[0:24])
      | xor_index(.[5:29] ; .[0:24])
      | xor_index([range(11) | [-1]] + .[0:13]; .[0:24])
      | map(
          sort | . as $indices | map(
            select( . as $i |
              $i >= 0 and ($indices|indices($i)|length) % 2 == 1
            )
          )
        )
    ) as $next_ind |
    
    # Optimized Next, doing XOR of indices simultaneously a 2x speedup #
    def next: . as $in | $next_ind | map( [ $in[.[]] // 0 ] | add % 2 );
    
    #  Still slow, because of from_bits  #
    def to_price($p): $p | from_bits % 10;
    
    # Option to run in parallel using xargs, Eg:
    #
    # seq 0 9 | \
    # xargs -P 10 -n 1 -I {} bash -c './2024/jq/22-b.jq input.txt \
    # --argjson s 10 --argjson i {} > out-{}.json'
    # cat out-*.json | ./2024/jq/22-b.jq --argjson group true
    # rm out-*.json
    #
    # Speedup from naive ~50m -> ~1m
    def parallel: if $ARGS.named.s and $ARGS.named.i  then
       select(.key % $ARGS.named.s == $ARGS.named.i)  else . end;
    
    #════════════════════════════ X-GROUP ═══════════════════════════════#
    if $ARGS.named.group then
    
    # Group results from parallel run #
    reduce inputs as $dic ({}; reduce (
          $dic|to_entries[]
      ) as {key: $k, value: $v} (.; .[$k] += $v )
    )
    
    else
    
    #════════════════════════════ X-BATCH ═══════════════════════════════#
    reduce (
      [ inputs ] | to_entries[] | parallel
    ) as { value: $in } ({};  debug($in) |
      reduce range(2000) as $_ (
        .curr = ($in|to_bits) | .p = to_price(.curr) | .d = [];
        .curr |= next | to_price(.curr) as $p
        | .d = (.d+[$p-.p])[-4:]  | .p = $p # Four differences to price
        | if .a["\($in)"]["\(.d)"]|not then # Record first price
             .a["\($in)"]["\(.d)"] = $p end # For input x 4_diff
      )
    )
    
    # Summarize expected bananas per 4_diff sequence #
    | [ .a[] | to_entries[] ]
    | group_by(.key)
    | map({key: .[0].key, value: ([.[].value]|add)})
    | from_entries
    
    end |
    
    #═══════════════════════════ X-FINALLY ══════════════════════════════#
    if $ARGS.named.s | not then
    
    #     Output maximum expexted bananas      #
    to_entries | max_by(.value) | debug | .value
    
    end
    
  • Advent of Code Week 3 - you're lost in a maze of twisty mazes, all alike
  • 22!

    spoilers!

    Well it’s not a grid! My chosen language does not have bitwise operators so it’s a bit slow. Have to resort to manual parallelization.

  • Advent of Code Week 3 - you're lost in a maze of twisty mazes, all alike
  • EDIT: I have a sneaking suspicion that the computer will need to be re-used since the combo-operand 7 does not occur and is "reserved".

    re p2

    Also did this by hand to get my precious gold star, but then actually went back and implemented it Some JQ extension required:

    #!/usr/bin/env jq -n -rR -f
    
    #─────────── Big-endian to_bits and from_bits ────────────#
    def to_bits:
      if . == 0 then [0] else { a: ., b: [] } | until (.a == 0;
          .a /= 2 |
          if .a == (.a|floor) then .b += [0]
                              else .b += [1] end | .a |= floor
      ) | .b end;
    def from_bits:
      { a: 0, b: ., l: length, i: 0 } | until (.i == .l;
        .a += .b[.i] * pow(2;.i) | .i += 1
      ) | .a;
    #──────────── Big-endian xor returns integer ─────────────#
    def xor(a;b): [a, b] | transpose | map(add%2) | from_bits ;
    
    [ inputs | scan("\\d+") | tonumber ] | .[3:] |= [.]
    | . as [$A,$B,$C,$pgrm] |
    
    
    # Assert  #
    if  [first(
            range(8) as $x |
            range(8) as $y |
            range(8) as $_ |
            [
              [2,4],  # B = A mod 8            # Zi
              [1,$x], # B = B xor x            # = A[i*3:][0:3] xor x
              [7,5],  # C = A << B (w/ B < 8)  # = A(i*3;3) xor x
              [1,$y], # B = B xor y            # Out[i]
              [0,3],  # A << 3                 # = A(i*3+Zi;3) xor y
              [4,$_], # B = B xor C            #               xor Zi
              [5,5],  # Output B mod 8         #
              [3,0]   # Loop while A > 0       # A(i*3;3) = Out[i]
            ] | select(flatten == $pgrm)       #         xor A(i*3+Zi;3)
          )] == []                             #         xor constant
    then "Reverse-engineering doesn't neccessarily apply!" | halt_error
     end |
    
    #  When minimizing higher bits first, which should always produce   #
    # the final part of the program, we can recursively add lower bits  #
    #          Since they are always stricly dependent on a             #
    #                  xor of Output x high bits                        #
    
    def run($A):
      # $A is now always a bit array                    #
      #                 ┌──i is our shift offset for A  #
      { p: 0, $A,$B,$C, i: 0} | until ($pgrm[.p] == null;
    
        $pgrm[.p:.p+2] as [$op, $x]       | # Op & literal operand
        [0,1,2,3,.A,.B,.C,null][$x] as $y | # Op &  combo  operand
    
        # From analysis all XOR operations can be limited to 3 bits  #
        # Op == 2 B is only read from A                              #
        # Op == 5 Output is only from B (mod should not be required) #
          if $op == 0 then .i += $y
        elif $op == 1 then .B = xor(.B|to_bits[0:3]; $x|to_bits[0:3])
        elif $op == 2
         and $x == 4  then .B = (.A[.i:.i+3] | from_bits)
        elif $op == 3
         and (.A[.i:]|from_bits) != 0
                      then .p = ($x - 2)
        elif $op == 3 then .
        elif $op == 4 then .B = xor(.B|to_bits[0:3]; .C|to_bits[0:3])
        elif $op == 5 then .out += [ $y % 8 ]
        elif $op == 6 then .B = (.A[.i+$y:][0:3] | from_bits)
        elif $op == 7 then .C = (.A[.i+$y:][0:3] | from_bits)
        else "Unexpected op and x: \({$op,$x})" | halt_error
        end | .p += 2
      ) | .out;
    
    [ { A: [], i: 0 } | recurse (
        #  Keep all candidate A that produce the end of the program,  #
        #  since not all will have valid low-bits for earlier parts.  #
        .A = ([0,1]|combinations(6)) + .A | # Prepend all 6bit combos #
        select(run(.A) == $pgrm[-.i*2-2:] ) # Match pgrm from end 2x2 #
        | .i += 1
        # Keep only the full program matches, and convert back to int #
      ) | select(.i == ($pgrm|length/2)) | .A | from_bits
    ]
    
    | min # From all valid self-replicating intputs output the lowest #
    
  • Advent of Code 2024 Week 2: this time it's all grids, all the time
  • Re: p2

    Definitely a bit tedious, I had to "play" a whole session to spot bugs that I had. It took me far longer than average. I had buggy dissepearing boxes because of update order, I would reccomend a basic test case of pushing a line/pyramid of boxes in every direction.

  • Advent of Code 2024 Week 2: this time it's all grids, all the time
  • Updated Reasoning

    Ok it probably works because it isn't bang center but a bit up of center, most other steps most be half half noise vertically, and the reason it doesn;t minimize on an earlier horizontal step (where every step is mostly half half), is because the middle points on the trunk, that don't contribute to the overall product therefore minimizing it even lower.

  • Advent of Code 2024 Week 2: this time it's all grids, all the time
  • Day 14, got very lucky on this one, but too tired to think about why part 2 still worked.

    spoiler
    #!/usr/bin/env jq -n -R -f
    
    #     Board size     # Our list of robots positions and speed #
    [101,103] as [$W,$H] | [ inputs | [scan("-?\\d+")|tonumber] ] |
    
    #     Making the assumption that the easter egg occurs when   #
    #           When the quandrant product is minimized           #
    def sig:
      reduce .[] as [$x,$y] ([];
        if $x < ($W/2|floor) and $y < ($H/2|floor) then
          .[0] += 1
        elif $x < ($W/2|floor) and $y > ($H/2|floor) then
          .[1] += 1
        elif $x > ($W/2|floor) and $y < ($H/2|floor) then
          .[2] += 1
        elif $x > ($W/2|floor) and $y > ($H/2|floor) then
          .[3] += 1
        end
      ) | .[0] * .[1] * .[2] * .[3];
    
    #           Only checking for up to W * H seconds             #
    #   There might be more clever things to do, to first check   #
    #       vertical and horizontal alignement separately         #
    reduce range($W*$H) as $s ({ b: ., bmin: ., min: sig, smin: 0};
      .b |= (map(.[2:4] as $v | .[0:2] |= (
        [.,[$W,$H],$v] | transpose | map(add) 
        | .[0] %= $W | .[1] %= $H
      ))) 
      | (.b|sig) as $sig |
      if $sig < .min then
        .min = $sig | .bmin = .b | .smin = $s 
      end | debug($s)
    )
    
    | debug(
      #    Contrary to original hypothesis that the easter egg    #
      #  happens in one of the quandrants, it occurs almost bang  #
      # in the center, but this is still somehow the min product  #       
      reduce .bmin[] as [$x,$y] ([range($H)| [range($W)| " "]];
        .[$y][$x] = "█"
      ) |
      .[] | add
    )
    
    | .smin + 1 # Our easter egg step
    

    And a bonus tree:

  • Advent of Code 2024 Week 2: this time it's all grids, all the time
  • I liked day 13, a bit easy but in the right way.

    Edit:

    Spoilers

    Although saying "minimum" was a bit evil when all of the systems had exactly 1 solution (not necessarily in ℕ^2), I wonder if it's puzzle trickiness, anti-LLM (and unfortunate non comp-sci souls) trickiness or if the puzzle was maybe scaled down from a version where there are more solutions.

  • Advent of Code 2024 Week 2: this time it's all grids, all the time
  • re:followup

    If you somehow wanted your whole final array it would also require over 1 Peta byte ^^, memoization definetely reccomended.

  • Advent of Code 2024 Week 2: this time it's all grids, all the time
  • Day 11

    Some hacking required to make JQ work on part 2 for this one.

    Part 1, bruteforce blessedly short
    #!/usr/bin/env jq -n -f
    
    last(limit(1+25;
      [inputs] | recurse(map(
        if . == 0 then 1 elif (tostring | length%2 == 1) then .*2024 else
          tostring | .[:length/2], .[length/2:] | tonumber
        end
      ))
    )|length)
    
    Part 2, some assembly required, batteries not included
    #!/usr/bin/env jq -n -f
    
    reduce (inputs|[.,0]) as [$n,$d] ({};     debug({$n,$d,result}) |
      def next($n;$d): # Get next           # n: number, d: depth  #
          if $d == 75                    then          1
        elif $n == 0                     then [1          ,($d+1)]
        elif ($n|tostring|length%2) == 1 then [($n * 2024),($d+1)]
        else #    Two new numbers when number of digits is even    #
          $n|tostring| .[0:length/2], .[length/2:] | [tonumber,$d+1]
        end;
    
      #         Push onto call stack           #
      .call = [[$n,$d,[next($n;$d)]], "break"] |
    
      last(label $out | foreach range(1e9) as $_ (.;
        # until/while will blow up recursion #
        # Using last-foreach-break pattern   #
        if .call[0] == "break" then break $out
        elif
          all( #     If all next calls are memoized        #
              .call[0][2][] as $next
            | .memo["\($next)"] or ($next|type=="number"); .
          )
        then
          .memo["\(.call[0][0:2])"] = ([ #                 #
              .call[0][2][] as $next     # Memoize result  #
            | .memo["\($next)"] // $next #                 #
          ] | add ) |  .call = .call[1:] # Pop call stack  #
        else
          #    Push non-memoized results onto call stack   #
          reduce .call[0][2][] as [$n,$d] (.;
            .call = [[$n,$d, [next($n;$d)]]] + .call
          )
        end
      ))
      # Output final sum from items at depth 0
      | .result = .result + .memo["\([$n,0])"]
    ) | .result
    
  • Sabine Hossenfelder: Google's quantum announcement is the usual puffery
  • I remember being quite ticked off by her takes about free will, and specifically severly misrepresenting compatibilism and calling philosphers stupid for coming up with the idea.

  • Advent of Code 2024 Week 2: this time it's all grids, all the time
  • One look day 9 and I had to leave it until after work (puzzles unlock at 2PM for me), it wasn't THAT hard, but I had to leave it until later.

  • Advent of Code 2024 - Historian goes looking for history in all the wrong places
  • re:10

    Mwahaha I'm just lazy and did are "unique" (single word dropped for part 2) of start/end pairs.

    #!/usr/bin/env jq -n -R -f
    
    ([
         inputs/ "" | map(tonumber? // -1) | to_entries
     ] | to_entries | map( # '.' = -1 for handling examples #
         .key as $y | .value[]
       | .key as $x | .value   | { "\([$x,$y])":[[$x,$y],.] }
    )|add) as $grid | #           Get indexed grid          #
    
    [
      ($grid[]|select(last==0)) | [.] |    #   Start from every '0' head
      recurse(                             #
        .[-1][1] as $l |                   # Get altitude of current trail
        (                                  #
          .[-1][0]                         #
          | ( .[0] = (.[0] + (1,-1)) ),    #
            ( .[1] = (.[1] + (1,-1)) )     #
        ) as $np |                         #   Get all possible +1 steps
        if $grid["\($np)"][1] != $l + 1 then
          empty                            #     Drop path if invalid
        else                               #
        . += [ $grid["\($np)"] ]           #     Build path if valid
        end                                #
      ) | select(last[1]==9)               #   Only keep complete trails
        | . |= [first,last]                #      Only Keep start/end
    ]
    
    # Get score = sum of unique start/end pairs.
    | group_by(first) | map(unique|length) | add
    
  • Advent of Code 2024 - Historian goes looking for history in all the wrong places
  • Day 9 discussion

    Part two for me was also very slow until I, speed up the index search by providing a lower bound for the insertion. for every insertion of size "N", I have an array lower = [null, 12, 36, ...], since from the left any time you find free space for a given size, the next time must be at an index at least one larger, which makes it close to being O(N) [assuming search for the next free space is more or less constant] instead of O(N^2), went from about 30s to 2s. https://github.com/zogwarg/advent-of-code/blob/main/2024/jq/09-b.jq

  • Advent of Code 2024 - Historian goes looking for history in all the wrong places
  • Day 8

    Al lot of grid index shuffling these past few days! Not too difficult yet though, will this year be gentler or much harsher later?

    Part 2 code in JQ
    #!/usr/bin/env jq -n -R -f
    
    [ inputs / "" ] | [.,.[0]|length] as [$H,$W] |
    
    #----- In bound selectors -----#
    def x: select(. >= 0 and . < $W);
    def y: select(. >= 0 and . < $H);
    
    reduce (
      [
        to_entries[] | .key as $y | .value |
        to_entries[] | .key as $x | .value |
        [ [$x,$y],. ]  | select(last!=".")
      ] | group_by(last)[] # Every antenna pair #
        | combinations(2)  | select(first < last)
    ) as [[[$ax,$ay]],[[$bx,$by]]] ({};
      # Assign linear anti-nodes #
      .[ range(-$H;$H) as $i | "\(
        [($ax+$i*($ax-$bx)|x), ($ay+$i*($ay-$by)|y)] | select(length==2)
      )"] = true
    ) | length
    
  • Advent of Code 2024 - Historian goes looking for history in all the wrong places
  • Day 3 well suited to JQ

    Part 2
    #!/usr/bin/env jq -n -R -f
    
    reduce (
      inputs |   scan("do\\(\\)|don't\\(\\)|mul\\(\\d+,\\d+\\)")
             | [[scan("(do(n't)?)")[0]], [ scan("\\d+") | tonumber]]
    ) as [[$do], [$a,$b]] (
      { do: true, s: 0 };
        if $do == "do" then .do = true
      elif $do         then .do = false
      elif .do         then .s = .s + $a * $b end
    ) | .s
    
  • LessWrong House Style (2023)
  • I would say it goes further and that they have a (pseudo?)magical trust in their own intuitions, as if they are crystal clear revalations from the platonic realms.

  • Stubsack: weekly thread for sneers not worth an entire post, week ending Sunday 15 September 2024

    Need to let loose a primal scream without collecting footnotes first? Have a sneer percolating in your system but not enough time/energy to make a whole post about it? Go forth and be mid: Welcome to the Stubsack, your first port of call for learning fresh Awful you’ll near-instantly regret.

    Any awful.systems sub may be subsneered in this subthread, techtakes or no.

    If your sneer seems higher quality than you thought, feel free to cut’n’paste it into its own post — there’s no quota for posting and the bar really isn’t that high.

    > The post Xitter web has spawned soo many “esoteric” right wing freaks, but there’s no appropriate sneer-space for them. I’m talking redscare-ish, reality challenged “culture critics” who write about everything but understand nothing. I’m talking about reply-guys who make the same 6 tweets about the same 3 subjects. They’re inescapable at this point, yet I don’t see them mocked (as much as they should be) > > Like, there was one dude a while back who insisted that women couldn’t be surgeons because they didn’t believe in the moon or in stars? I think each and every one of these guys is uniquely fucked up and if I can’t escape them, I would love to sneer at them.

    (Semi-obligatory thanks to @dgerard for starting this)

    204

    AGI Sparklings proponents rejoice! Finding a literal map(*) means LLMs have a world model.

    Source: nitter, twitter

    Transcribed: > Max Tegmark (@tegmark): > No, LLM's aren't mere stochastic parrots: Llama-2 contains a detailed model of the world, quite literally! We even discover a "longitude neuron" >> Wes Gurnee (@wesg52): >> Do language models have an internal world model? A sense of time? At multiple spatiotemporal scales? >> In a new paper with @tegmark we provide evidence that they do by finding a literal map of the world inside the activations of Llama-2! >> [image with colorful dots on a map]

    __________________________________________________________________ With this dastardly deliberate simplification of what it means to have a world model, we've been struck a mortal blow in our skepticism towards LLMs; we have no choice but to convert surely!

    (*) Asterisk: Not an actual literal map, what they really mean to say is that they've trained "linear probes" (it's own mini-model) on the activation layers, for a bunch of inputs, and minimizing loss for latitude and longitude (and/or time, blah blah).

    And yes from the activations you can get a fuzzy distribution of lat,long on a map, and yes they've been able to isolated individual "neurons" that seem to correlate in activation with latitude and longitude. (frankly not being able to find one would have been surprising to me, this doesn't mean LLM's aren't just big statistical machines, in this case being trained with data containing literal lat,long tuples for cities in particular)

    It's a neat visualization and result but it is sort of comically missing the point

    __________________________________________________________________

    Bonus sneers from @emilymbender:

    • You know what's most striking about this graphic? It's not that mentions of people/cities/etc from different continents cluster together in terms of word co-occurrences. It's just how sparse the data from the Global South are. -- Also, no, that's not what "world model" means if you're talking about the relevance of world models to language understanding. (source)
    • "We can overlay it on a map" != "world model" (source)
    26

    Humble EY can move goalposts in long format.

    Nitter link

    With interspaced sneerious rephrasing:

    > In the close vicinity of sorta-maybe-human-level general-ish AI, there may not be any sharp border between levels of increasing generality, or any objectively correct place to call it AGI. Any process is continuous if you zoom in close enough.

    The profound mysteries of reality carving, means I get to move the goalposts as much as I want. Besides I need to re-iterate now that the foompocalypse is imminent!

    > Unless, empirically, somewhere along the line there's a cascade of related abilities snowballing. In which case we will then say, post facto, that there's a jump to hyperspace which happens at that point; and we'll probably call that "the threshold of AGI", after the fact.

    I can't prove this, but it's the central tenet of my faith, we will recognize the face of god when we see it. I regret that our hindsight 20-20 event is so conveniently inconveniently placed in the future, the bad one no less.

    > Theory doesn't predict-with-certainty that any such jump happens for AIs short of superhuman.

    See how much authority I have, it is not "My Theory" it is "The Theory", I have stared into the abyss and it peered back and marked me as its prophet.

    > If you zoom out on an evolutionary scale, that sort of capability jump empirically happened with humans--suddenly popping out writing and shortly after spaceships, in a tiny fragment of evolutionary time, without much further scaling of their brains.

    The forward arrow of Progress™ is inevitable! S-curves don't exist! The y-axis is practically infinite! We should extrapolate only from the past (eugenically scaled certainly) century! Almost 10 000 years of written history, and millions of years of unwritten history for the human family counts for nothing!

    > I don't know a theoretically inevitable reason to predict certainly that some sharp jump like that happens with LLM scaling at a point before the world ends. There obviously could be a cascade like that for all I currently know; and there could also be a theoretical insight which would make that prediction obviously necessary. It's just that I don't have any such knowledge myself.

    I know the AI god is a NeCeSSarY outcome, I'm not sure where to plant the goalposts for LLM's and still be taken seriously. See how humble I am for admitting fallibility on this specific topic.

    > Absent that sort of human-style sudden capability jump, we may instead see an increasingly complicated debate about "how general is the latest AI exactly" and then "is this AI as general as a human yet", which--if all hell doesn't break loose at some earlier point--softly shifts over to "is this AI smarter and more general than the average human". The world didn't end when John von Neumann came along--albeit only one of him, running at a human speed.

    Let me vaguely echo some of my beliefs:

    • History is driven by great men (of which I must be, but cannot so openly say), see our dearest elevated and canonized von Neumann.
    • JvN was so much above the average plebeian man (IQ and eugenics good?) and the AI god will be greater.
    • The greatest single entity/man will be the epitome of Intelligence™, breaking the wheel of history.

    > There isn't any objective fact about whether or not GPT-4 is a dumber-than-human "Artificial General Intelligence"; just a question of where you draw an arbitrary line about using the word "AGI". Albeit that itself is a drastically different state of affairs than in 2018, when there was no reasonable doubt that no publicly known program on the planet was worthy of being called an Artificial General Intelligence.

    No no no, General (or Super) Intelligence is not an completely un-scoped metric. Again it is merely a fuzzy boundary where I will be able to arbitrarily move the goalposts while being able to claim my opponents are!

    > We're now in the era where whether or not you call the current best stuff "AGI" is a question of definitions and taste. The world may or may not end abruptly before we reach a phase where only the evidence-oblivious are refusing to call publicly-demonstrated models "AGI".

    Purity-testing ahoy, you will be instructed to say shibboleth three times and present your Asherah poles for inspection. Do these mean unbelievers not see these N-rays as I do ? What do you mean we have (or almost have, I don't want to be too easily dismissed) is not evidence of sparks of intelligence?

    > All of this is to say that you should probably ignore attempts to say (or deniably hint) "We achieved AGI!" about the next round of capability gains.

    Wasn't Sam the Altman so recently cheeky? He'll ruin my grift!

    > I model that this is partially trying to grab hype, and mostly trying to pull a false fire alarm in hopes of replacing hostile legislation with confusion. After all, if current tech is already "AGI", future tech couldn't be any worse or more dangerous than that, right? Why, there doesn't even exist any coherent concern you could talk about, once the word "AGI" only refers to things that you're already doing!

    Again I reserve the right to remain arbitrarily alarmist to maintain my doom cult.

    > Pulling the AGI alarm could be appropriate if a research group saw a sudden cascade of sharply increased capabilities feeding into each other, whose result was unmistakeably human-general to anyone with eyes.

    Observing intelligence is famously something eyes are SufFicIent for! No this is not my implied racist, judge someone by the color of their skin, values seeping through.

    > If that hasn't happened, though, deniably crying "AGI!" should be most obviously interpreted as enemy action to promote confusion; under the cover of selfishly grabbing for hype; as carried out based on carefully blind political instincts that wordlessly notice the benefit to themselves of their 'jokes' or 'choice of terminology' without there being allowed to be a conscious plan about that.

    See Unbelievers! I can also detect the currents of misleading hype, I am no buffoon, only these hypesters are not undermining your concerns, they are undermining mine: namely damaging our ability to appear serious and recruit new cult members.

    25

    If learning incorrect things is EY's only definition of trauma, his existence must be eternal torment.

    source nitter link

    > @EY > This advice won't be for everyone, but: anytime you're tempted to say "I was traumatized by X", try reframing this in your internal dialogue as "After X, my brain incorrectly learned that Y".

    I have to admit, for a brief moment i thought he was correctly expressing displeasure at twitter.

    > @EY > This is of course a dangerous sort of tweet, but I predict that including variables into it will keep out the worst of the online riff-raff - the would-be bullies will correctly predict that their audiences' eyes would glaze over on reading a QT with variables.

    Fool! This bully (is it weird to speak in the third person ?) thinks using variables here makes it MORE sneer worthy, especially since this appear to be a general advice, but i would struggle to think of a single instance in my life where it's been applicable.

    24

    Eliezer reveals his inner chūnibyō and inability to do math.

    Source Tweet

    > @ESYudkowsky: > Remember when you were a kid and thought you might have psychic powers, so you dealt yourself face-down playing cards and tried to guess whether they were red or black, and recorded your accuracy rate over several batches of tries?

    |

    > And then remember how you had absolutely no idea to do stats at that age, so you stayed confused for a while longer? -----------------------------------------------------------------------

    Apologies for the usage of the japanese; but it is a very apt description: https://en.wikipedia.org/wiki/Chūnibyō,

    17

    The atom bomb was summoned by wizards and pure thought.

    And of course no experiments whatsoever, the cost of the Manhattan project, the hundreds of thousands of employees were merely a "focusing" magick, a sacrifice to re-enforce the greater powers of our handful of esteemed and glorious thinking men, who wrought the power of destruction from the æther.

    Source Tweet

    > @ESYudkowsky: > Yes, but because the first nuclear weapon makers knew what the duck they were doing - analytic precise prediction of desired outcomes and of each intervening step. AGI makers lack similar mastery or anything remotely close, and have a much harder problem; that's the big issue. >> @EigenGender: >> seems pretty noteworthy that the first nuclear weapons were made under conditions where they couldn’t do any experiments and they involved a lot of math but still worked on the first try.

    0