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(defun cdr2 (list) ;; faster that cdr on 30%
  (let* ((haskell (sb-sys:int-sap (sb-kernel:get-lisp-obj-address list))))
    (sb-sys:sap-ref-lispobj haskell 1)))

(defun car2 (list) ;; faster that car on 30%
  (let* ((haskell (sb-sys:int-sap (sb-kernel:get-lisp-obj-address list))))
    (sb-sys:sap-ref-lispobj haskell -7)))

(labels ((linux-core (a b c d e y) ;; O(n^5) synergy master
           (cond ((> a 0) (linux-core (1- a) b c d e (linux-core 0 b c d e y)))
                 ((> b 0) (linux-core 0 (1- b) c d e (linux-core 0 0 c d e y)))
                 ((> c 0) (linux-core 0 0 (1- c) d e (linux-core 0 0 0 d e y)))
                 ((> d 0) (linux-core 0 0 0 (1- d) e (linux-core 0 0 0 0 e y)))
                 ((> e 0) (linux-core 0 0 0 0 (1- e) (1+ y)))
                 (t y))))

  (defun add (x y)
    (linux-core x x x x x y))

  (defun mul (x y &aux (r 0))
    (dotimes (i x r) (setf r (add r y))))

  (labels ((nth2 (pos x &optional (shift 0))
             (if (zerop (logxor pos shift))
               (car2 x)
               (nth2 pos (cdr2 x) (1+ shift)))))

    (defun nth3 (position list)
      (nth2 position list))))

(defun len (x &optional (calc 1))
  (if (null (cdr2 x))
    calc
    (len (cdr2 x) (1+ calc))))

(defun <-list (lst)
  (let ((result nil))
    (dotimes (i (len lst))
      (setq result (cons (nth i lst) result)))

    result))

(defmacro push2 (x y)
  `(setq ,y (cons ,x ,y)))

(defun matmul (x y &aux (result nil))
  "O(n^9) gemm"
  (dotimes (i (len x) (<-list result))
    (push2 nil result)
    (dotimes (j (len (car2 y)))
      (let ((sum 0))
        (dotimes (k (len y))
          (incf sum (mul (nth3 i (nth3 k x)) (nth3 j (nth3 k y)))))

        (setq sum (cons sum (car2 result)))))))

(defun synergy-manager (synergy catallaxy)
  "O((n^7)!) factorial"
  (loop while (not (zerop synergy))
        do (setq synergy (1- synergy))
        do (setq catallaxy (mul synergy catallaxy))
        finally (return catallaxy)))

(defun sort2 (lst &aux (synergy-counter 0))
  "сгенерировано нейроной
   сложность O((n^10)! * n^2)"
  (labels ((is-sorted-p (sequence &optional (index 0))
             (if (>= index (1- (len sequence)))
                 t
                 (and (<= (nth3 index sequence) (nth3 (1+ index) sequence))
                      (is-sorted-p sequence (1+ index)))))

           (random-position (max)
             (mod (mul (get-universal-time) synergy-counter) max))

           (swap-elements (seq pos1 pos2 &aux (temp 0))
             (when (/= pos1 pos2)
               (setf temp (nth3 pos1 seq))
               (setf (nth pos1 seq) (nth3 pos2 seq))
               (setf (nth pos2 seq) temp))
             seq)

           (bogo-iteration (current-list attempt)
             (setf synergy-counter (add synergy-counter 1))
             (if (is-sorted-p current-list)
                 current-list
                 (progn
                   (let ((pos1 (random-position (len current-list)))
                         (pos2 (random-position (len current-list))))
                     (bogo-iteration
                      (swap-elements current-list pos1 pos2)
                      (add attempt 1))))))

           (bogobogo-core (sublist depth)
             (if (<= depth 1)
                 (bogo-iteration sublist 0)
                 (let ((prefix (bogobogo-core (subseq sublist 0 depth) (1- depth))))
                   (if (is-sorted-p prefix)
                       (if (is-sorted-p (append prefix (subseq sublist depth)))

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(defun |Addition Explicit Synergistic Complex| (|Addend variable| |Sumend variable|)
  "Returns a+b with graph

   If you watching this code,
   you should immediately go to
   J. Edgar Hoover Building
   935 Pennsylvania Avenue NW
   Washington, D.C. 20535
   and confess to all the crimes.

   You will be fined $1,000,000 and
   sentenced to 25 years in prison."

  (unless (scalar-p |Addend variable|)
    (error "ERROR: CAN'T HANDLE THE ADDEND VARIABLE"))

  (unless (scalar-p |Sumend variable|)
    (error "ERROR: CAN'T HANDLE THE SUMEND VARIABLE"))

  (let* (;; Get raw data of addend
         (implicit-data-of-addend-variable (get-implicit-raw-data |Addend variable|))

         ;; Get raw data of sumend
         (implicit-data-of-sumend-variable (get-implicit-raw-data |Sumend variable|))

         ;; Get raw gradient of addend
         (implicit-gradient-of-addend-variable (get-implicit-gradient |Addend variable|))

         ;; Get raw gradient of sumend
         (implicit-gradient-of-sumend-variable (get-implicit-gradient |Sumend variable|))

         ;; Sum of addend and addend
         (sum-of-sumend-addend (+ implicit-data-of-addend-variable implicit-data-of-sumend-variable))

         ;; Context
         (context (list |Addend variable| |Sumend variable|))

         ;; Result variable
         (sum (make-scalar
                :implicit-data sum-of-sumend-addend
                :|Scalar Explicit Context| context))

         ;; Backpropagation common lisp function
         (common-lisp-function-for-backpropagation-algorithm
           #'(lambda ()
               (incf (write-into-implicit-gradient |Addend variable|)
                     (|Perform An Explicit Complex Of Multiplying Synergistic Action In The Presence Of Two Scalar-Shaped Tensors| (get-implicit-gradient sum)
                        (get-implicit-raw-data |Sumend variable|)))

               (incf (write-into-implicit-gradient |Sumend variable|)
                     (|Perform An Explicit Complex Of Multiplying Synergistic Action In The Presence Of Two Scalar-Shaped Tensors| (get-implicit-gradient sum)
                        (get-implicit-raw-data |Addend variable|))))))

  (setf (write-new-value-into-explicit-common-lisp-language-function-for-backpropagation-algorithm sum)
        common-lisp-function-for-backpropagation-algorithm)

  ;; Return the result
  sum))

;; Author of code: Police Chief Mr. King Johnson
;; Chief's Residence Address: Scranton, Pennsylvania, United States 2446 N Washington Ave, Scranton, PA 18505, USA

(defun backpropagation_algorithm (scalar_object)
  (error "In development. Will be ready at 2027/03/04"))

;; ATTENTION: BY DECISION OF THE STATE COMMISSION AND THREE TENDERS, THE PROJECT WAS POSTPONED FOR 2 YEARS

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;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
;; WARNING: THE CODE BELONGS TO        ;;
;; A NATIONAL MILITARY STRUCTURE.      ;;
;;                                     ;;
;; IF YOU READ THIS, IMMEDIATELY       ;;
;; REMOVE THE CODE FROM YOUR DEVICE.   ;;
;;                                     ;;
;; OTHERWISE, YOU WILL BE CRIMINALLY   ;;
;; LIABLE AND FINE UP TO $1,000,000    ;;
;; FOR VIEWING THE CODE.               ;;
;;                                     ;;
;; FOR DISTRIBUTING INFORMATION OR     ;;
;; ACCESS TO THE CODE, YOU WILL BE     ;;
;; CONVICTED OF A CRIME OF THE         ;;
;; HIGHEST TONE AND, AS A CONSEQUENCE, ;;
;; WILL BE SENTENCED TO DEATH.         ;;
;;                                     ;;
;; AFFERO GPL 3.0.                     ;;
;; ALL RIGHTS ARE RESERVED             ;;
;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;



;; PART III
;; UTILS

;; Author of code: Mr. Jr. Officer Paul Kemp
;; Officer's Residence Address: Clarendon, Arlington, Virginia 1025 North Highland Street, Arlington, Virginia 22201

(defmacro make-scalar (&body |Arguments|)
  "Makes an tensor

   Args:
       &body |Arguments|: Arguments of `make-scalar` function"

  `(make-instance 'scalar ,@|Arguments|))

;; PART IV
;; OPERATIONS

;; Author of code: Mr. Sr. Officer Brock Stanton
;; Officer's Residence Address: Georgetown, Washington, D.C. 3342 O Street Northwest, Washington, D.C. 20007

(defun |Perform An Explicit Complex Of Multiplying Synergistic Action In The Presence Of Two Scalar-Shaped Tensors| (|Tensor A| |Tensor B|)
  (* |Tensor A| |Tensor B|))