diff --git a/webgpu/lessons/resources/jsonml.js b/webgpu/lessons/resources/jsonml.js
new file mode 100644
index 00000000..eff16f0e
--- /dev/null
+++ b/webgpu/lessons/resources/jsonml.js
@@ -0,0 +1,80 @@
+/**
+ * Implements JsonML *like* element creation (http://www.jsonml.org/)
+ *
+ * The major difference is this takes event handlers for `on` functions
+ * and supports nested attributes? Also allows elements.
+ *
+ * ```js
+ * document.body.appendChild(makeElem([
+ *   'style',
+ *   '.bold { font-weight: bold; }',
+ *   '.italic { font-style: italic; }',
+ * ]));
+ *
+ * document.body.appendChild(makeElem([
+ *   'div',
+ *   'This next word is ',
+ *   ['span', {style: 'color: red'}, 'red'],       // style is string
+ *   ' and this next word is ',
+ *   ['span', {style: {color: 'blue'}}, 'blue'],   // style is object
+ *   ' and this next word is ',
+ *   ['span', {className: 'bold'}, 'bold'],        // className works
+ *   ' and this next word is ',
+ *   ['span', {class: 'italic bold'}, 'italic-bold'],  // class works too?
+ * ]));
+ *
+ * document.body.appendChild(makeElem([
+ *   'form',
+ *   'Enter name:',
+ *   ['input', {type: 'text', placeholder: 'Jane Doe'}],
+ *   [
+ *     'button',
+ *     {
+ *       type: 'button',
+ *       onClick: (e) => {
+ *         console.log('name:', e.target.previousElementSibling.value);
+ *       },
+ *     },
+ *     'submit',
+ *   ],
+ * ]));
+ * ```
+ */
+export function makeElem(elemSpec) {
+  const tag = elemSpec[0];
+  if (tag instanceof Node) {
+    return tag;
+  }
+  const elem = document.createElement(tag);
+
+  let firstChildNdx = 1;
+  if (typeof elemSpec[1] !== Node && typeof elemSpec[1] !== 'string' && !Array.isArray(elemSpec[1])) {
+    firstChildNdx = 2;
+    for (const [key, value] of Object.entries(elemSpec[1])) {
+      if (typeof value === 'function' && key.startsWith('on')) {
+        const eventName = key.substring(2).toLowerCase();
+        elem.addEventListener(eventName, value, {passive: false});
+      } else if (typeof value === 'object') {
+        for (const [k, v] of Object.entries(value)) {
+          elem[key][k] = v;
+        }
+      } else if (elem[key] === undefined) {
+        elem.setAttribute(key, value);
+      } else {
+        elem[key] = value;
+      }
+    }
+  }
+
+  for (let ndx = firstChildNdx; ndx < elemSpec.length; ++ndx) {
+    const v = elemSpec[ndx];
+    if (typeof v === 'string') {
+      elem.appendChild(document.createTextNode(v));
+    } else if (v instanceof Node) {
+      elem.appendChild(v);
+    } else {
+      elem.appendChild(makeElem(v));
+    }
+  }
+  return elem;
+}
diff --git a/webgpu/lessons/resources/lesson.css b/webgpu/lessons/resources/lesson.css
index 0df274e7..68f6a17b 100644
--- a/webgpu/lessons/resources/lesson.css
+++ b/webgpu/lessons/resources/lesson.css
@@ -998,6 +998,18 @@ pre.prettyprint.lighttheme .fun { color: #900; }  /* function name */
   }
 }
 
+@media (width < 540px) {
+  .byte-diagram {
+    --byte-grid-size: 20px;
+    font-size: 12px;
+  }  
+}
+@media (width < 400px) {
+  .byte-diagram {
+    --byte-grid-size: 16px;
+  }
+}
+
 /* disqus */
 
 #disqus_thread {
diff --git a/webgpu/lessons/webgpu-memory-layout.css b/webgpu/lessons/webgpu-memory-layout.css
new file mode 100644
index 00000000..1fc7eac2
--- /dev/null
+++ b/webgpu/lessons/webgpu-memory-layout.css
@@ -0,0 +1,44 @@
+:root {
+  --whl-th-bg-color: lightblue;
+  --whl-row-bg-color: linear-gradient(#FFF, #EEE);
+}
+@media (prefers-color-scheme: dark) {
+  :root {
+    --whl-th-bg-color: blue;
+    --whl-row-bg-color: linear-gradient(#333, #111);
+  }
+}
+div[data-diagram="typedArrays"] {
+  font-family: monospace;
+  font-size: small;
+  display: flex;
+  justify-content: center;
+  flex-direction: column;
+  overflow-x: auto;
+
+  label { display: flex; align-items: center;}
+  table { border-collapse: collapse; line-height: 1.5; width: max-content; }
+  thead { background-color: var(--whl-th-bg-color);}
+  th, td { border: 1px solid gray; position: relative; padding: 0.2em; margin: 0 }
+  input[type="text"] { border: none; font-family: monospace; background-color: inherit; width: 100%; padding: 0; margin: 0; text-align: right; }
+  .error { background-color: red; }
+
+  /*
+  tr:nth-child(even) { background-color: #333;}
+  tr:nth-child(odd) { background-color: #222;}
+  */
+  tr { background: var(--whl-row-bg-color); }
+
+  td[colspan="1"] { width: 3em }
+  td[colspan="2"] { width: 6em }
+  td[colspan="4"] { width: 12em }
+  td[colspan="8"] { width: 24em }
+}
+
+@media (width < 740px) {
+  div[data-diagram="typedArrays"] {
+    font-size: x-small;
+    display: block;
+  }
+}
+
diff --git a/webgpu/lessons/webgpu-memory-layout.js b/webgpu/lessons/webgpu-memory-layout.js
index 8bf13858..1da90796 100644
--- a/webgpu/lessons/webgpu-memory-layout.js
+++ b/webgpu/lessons/webgpu-memory-layout.js
@@ -11,6 +11,9 @@ import {
 import {
   makeTable,
 } from './resources/elem.js';
+import {
+  makeElem
+} from './resources/jsonml.js';
 import typeInfo from './resources/wgsl-data-types.js';
 
 renderDiagrams({
@@ -93,4 +96,161 @@ renderDiagrams({
       addRow([name, size, align]);
     }
   },
+
+  typedArrays(elem) {
+    const viewCtors = [
+      Int8Array,
+      Uint8Array,
+      Int16Array,
+      Uint16Array,
+      Int32Array,
+      Uint32Array,
+      Float32Array,
+      Float64Array,
+      BigInt64Array,
+      BigUint64Array,
+    ];
+
+    const numBytes = 16;
+
+    const range = (num, fn) => new Array(num).fill(0).map((_, i) => fn(i));
+
+    const arrayBuffer = new ArrayBuffer(numBytes);
+    const views = viewCtors.map(Ctor => new Ctor(arrayBuffer));
+    const f32 = new Float32Array(arrayBuffer);
+    f32.set([123, -456, 7.89, -0.123]);
+
+    const updateFns = [];
+    function updateAll() {
+      for (const fn of updateFns) {
+        fn();
+      }
+    }
+
+    let showAsHex = false;
+
+    function format(view, v) {
+      if (showAsHex && view.constructor.name.includes('nt')) {
+        return v.toString(16);//.padStart(view.BYTES_PER_ELEMENT * 2, '0');
+      } else {
+        return v.toString();
+      }
+    }
+
+    function parseBigInt16(v) {
+      v = v.trim();
+      const [start, sign] = v[0] === '-'
+        ? [1, -1]
+        : [0,  1];
+      let result = BigInt(0);
+      for (let i = start; i < v.length; ++i) {
+        const c = v[i].toLowerCase().charCodeAt(0);
+        let digit;
+        if (c >= 0x30 && c <= 0x39) {
+          digit = c - 0x30;
+        } else if (c >= 0x61 && c <= 0x66) {
+          digit = c - 0x61 + 10;
+        } else {
+          throw new Error('not hex');
+        }
+        result = result * BigInt(0x10) + BigInt(digit);
+      }
+      return result * BigInt(sign);
+    }
+
+    function parseBigInt(v) {
+      return showAsHex ? parseBigInt16(v) : BigInt(v);
+    }
+
+    const intRE = /^-?\d+$/;
+    const hexRE = /^-?[0-9a-f]+$/i;
+    function parseIntNumber(v) {
+      if (showAsHex) {
+        if (!hexRE.test(v)) {
+          throw new Error('not hex');
+        }
+      } else {
+        if (!intRE.test(v)) {
+          throw new Error('not int');
+        }
+      }
+      return parseInt(v, showAsHex ? 16 : 10);
+    }
+
+    function parseFloatNumber(v) {
+      v = Number(v);
+      if (isNaN(v)) {
+        throw Error('NaN');
+      }
+      return v;
+    }
+
+    elem.appendChild(makeElem([
+      'table',
+      [
+        'thead',
+        ['th', 'arrayBuffer'],
+        ...range(numBytes, i =>  ['th', `${i}`]),
+      ],
+      [
+        'tbody',
+        ...views.map((view) => {
+          const numCellsPerElem = view.BYTES_PER_ELEMENT;
+          const numElems = numBytes / numCellsPerElem;
+          const parse = view instanceof BigInt64Array
+            ? parseBigInt
+            : view instanceof BigUint64Array
+            ? parseBigInt
+            : view.constructor.name.includes('Float')
+            ? parseFloatNumber
+            : parseIntNumber;
+          return [
+            'tr',
+            ['td', `as${view.constructor.name.substring(0, view.constructor.name.length - 5)}` ],
+            ...range(numElems, i => {
+              const input = makeElem([
+                'input', {type: 'text', value: 123, onInput: function() {
+                  let err = false;
+                  try {
+                    view[i] = parse(this.value);
+                  } catch (error) {
+                    //console.log('here', error.message);
+                    err = true;
+                  }
+                  input.classList.toggle('error', err);
+                  updateAll();
+                },
+                },
+              ]);
+
+              updateFns.push(() => {
+                if (document.activeElement !== input) {
+                  input.value = format(view, view[i]);
+                  input.classList.remove('error');
+                }
+              });
+
+              return ['td', {colSpan: numCellsPerElem},
+                input,
+              ];
+            }),
+          ];
+        }),
+      ],
+    ]));
+
+    updateAll();
+
+    elem.appendChild(makeElem(['label',
+      elem.dataset.caption,
+      [
+        'input', { type: 'checkbox', onChange: function() {
+          showAsHex = this.checked;
+          updateAll();
+        },
+        },
+      ],
+    ]));
+
+  },
 });
\ No newline at end of file
diff --git a/webgpu/lessons/webgpu-memory-layout.md b/webgpu/lessons/webgpu-memory-layout.md
index 046e2d22..4896e04f 100644
--- a/webgpu/lessons/webgpu-memory-layout.md
+++ b/webgpu/lessons/webgpu-memory-layout.md
@@ -78,8 +78,8 @@ ourStructValuesAsU32[kFrameCountOffset] = 56;    // an integer value
 
 ## <a id="a-typed-arrays"></a> `TypedArrays`
 
-Note, like many things in programming there are multiple ways we could
-do this. `TypedArray`s have a constructor that takes various forms. For example
+Like many things in programming there are multiple ways we could
+set the data for `OutStruct`. `TypedArray`s have a constructor that takes various forms. For example
 
 * `new Float32Array(12)`
 
@@ -109,7 +109,7 @@ do this. `TypedArray`s have a constructor that takes various forms. For example
    console.log(u32s);   // produces 0, 0, 1, 1, 1
    ```
 
-   The reason is you can't put values like 0.8 and 1.2 into a `Uint32Array`
+   The reason is you can't put values like 0.8 and 1.2 into a `Uint32Array`. They get converted to unsigned integers
 
 * `new Float32Array(someArrayBuffer)`
 
@@ -201,6 +201,32 @@ console.log(Array.from(u32).map(v => v.toString(16).padStart(8, '0')));
 
 The values above are the 32bit hex representations of the floating point values for 1, 1000, -1000
 
+For example: Let's create a 16 byte `ArrayBuffer`. Then we'll create different
+`TypedArray` views of the same memory.
+
+```js
+const arrayBuffer = new ArrayBuffer(16);
+const asInt8      = new Int8Array(arrayBuffer);
+const asUint8     = new Uint8Array(arrayBuffer);
+const asInt16     = new Int16Array(arrayBuffer);
+const asUint16    = new Uint16Array(arrayBuffer);
+const asInt32     = new Int32Array(arrayBuffer);
+const asUint32    = new Uint32Array(arrayBuffer);
+const asFloat32   = new Float32Array(arrayBuffer);
+const asFloat64   = new Float64Array(arrayBuffer);
+const asBigInt64  = new BigInt64Array(arrayBuffer);
+const asBigUint64 = new BigInt64Array(arrayBuffer);
+
+// Set some values to start.
+asFloat32.set([123, -456, 7.8, -0.123]);
+```
+
+Here's a representation of all of those views, all viewing the same
+memory. Below, edit any one number and the corresponding values that are
+using the same memory will change.
+
+<div data-diagram="typedArrays" data-caption="show integers as hex"></div>
+
 ## `map` issues
 
 Be aware, the `map` function of a `TypedArray` makes a new typed array of the same type!
@@ -464,4 +490,5 @@ If you do want to do it manually though,
 [here's a page that will compute the offsets for you](resources/wgsl-offset-computer.html)
 
 <!-- keep this at the bottom of the article -->
+<link rel="stylesheet" href="webgpu-memory-layout.css">
 <script type="module" src="webgpu-memory-layout.js"></script>