diff --git a/knowledge_knowledge/knowledge_aquamarine/knowledge_aquamarine_air.md b/knowledge_knowledge/knowledge_aquamarine/knowledge_aquamarine_air.md
index 0236dc8..516c7bb 100644
--- a/knowledge_knowledge/knowledge_aquamarine/knowledge_aquamarine_air.md
+++ b/knowledge_knowledge/knowledge_aquamarine/knowledge_aquamarine_air.md
@@ -1,13 +1,13 @@
 # AIR
 
-The Aquamarine Intermediate Representation \(AIR\) is a low level language to program both distributed networks and the services deployed on them. The language is comprised of five instructions:
+The Aquamarine Intermediate Representation \(AIR\) is a low level language to program both distributed networks and the services deployed on them. The language is comprised of a small number of instructions:
 
-* _call_: : execution
-* _seq_ : sequential
-* _par  :_ parallel
-* _fold_ : iteration
-* _xor :_ branching & error handling
-* _null_ : empty instruction
+* _**call**_: : execution
+* _**seq**_ : sequential
+* _**par**  :_ parallel
+* _**fold**_ : iteration
+* _**xor** :_ branching & error handling
+* _**null**_ : empty instruction
 
 which operate on _peer-id_ \(location\), _service-id_, and _service method_ over an argument list, see Figure 1.
 
@@ -23,33 +23,33 @@ AIR instructions are intended to launch the execution of a service method as fol
 4. The arguments specified by the argument list are passed to the method
 5. The result of the method returned under the name output name
 
-**Figure 2: Sequential Instruction** ![Execution](../../.gitbook/assets/air_sequential_2%20%281%29%20%281%29.png)
+**Figure 2: Sequential Instruction** ![Execution](../../.gitbook/assets/air_sequential_2%20%281%29%20%281%29%20%281%29.png)
 
-The seq instruction takes two instructions at most as its arguments and executes them sequentially, one after the other.
+The _**seq**_ instruction takes two instructions at most as its arguments and executes them sequentially, one after the other.
 
 **Figure 3: Parallel Instruction** ![Execution](../../.gitbook/assets/air_par_3.png)
 
-The par</i.> instruction takes two instructions at most as its arguments and particles may execute on parallel paths iff each service referenced is hosted on a different node otherwise particles execute sequentially
+The _**par**_ instruction takes two instructions at most as its arguments and particles may execute on parallel paths iff each service referenced is hosted on a different node otherwise particles execute sequentially
 
 TODO: add better graphic showing the disticntion of branching vs seq.
 
-**Figure 4: Fold Instruction** ![Execution](../../.gitbook/assets/air_fold_4%20%281%29.png)
+**Figure 4: Fold Instruction** ![Execution](../../.gitbook/assets/air_fold_4%20%281%29%20%281%29.png)
 
-The fold instruction iterates over the elements of an array and workds as follows:
+The _**fold**_ instruction iterates over the elements of an array and workds as follows:
 
-* fold instruction takes three arguments: an array, a variable and an instruction
+* _**fold**_ instruction takes three arguments: an array, a variable and an instruction
 * At each iteration, the variable is assigned an element of the array and the argument-instruction is executed
 * The argument-instruction can access the variable and uses the next statement to trigger the next iteration
 
-Figure 5: XOR Instruction ![Execution](../../.gitbook/assets/air_xor_5.png)
+Figure 5: Branching Instruction ![Execution](../../.gitbook/assets/air_xor_5.png)
 
 This instruction is intended for organizing branches in the flow of execution as well as for handling errors:
 
-* The XOR instruction takes two instructions as its arguments
+* The _**XOR**_ instruction takes two instructions as its arguments
 * The first instruction is executed and if the execution is successful, then the second instruction is ignored
 * If the first instruction fails, then the second one is executed.
 
 **Figure 6: Null Instruction** ![Execution](../../.gitbook/assets/air_null_6%20%281%29.png)
 
-This is an empty instruction: it takes no arguments and does nothing. The null instruction is useful for generating code.
+This is an empty instruction: it takes no arguments and does nothing. The _**null**_ instruction is useful for generating code.