<?php
/**
* APIs to interact with global settings & styles.
*
* @package WordPress
*/
/**
* Gets the settings resulting of merging core, theme, and user data.
*
* @since 5.9.0
*
* @param array $path Path to the specific setting to retrieve. Optional.
* If empty, will return all settings.
* @param array $context {
* Metadata to know where to retrieve the $path from. Optional.
*
* @type string $block_name Which block to retrieve the settings from.
* If empty, it'll return the settings for the global context.
* @type string $origin Which origin to take data from.
* Valid values are 'all' (core, theme, and user) or 'base' (core and theme).
* If empty or unknown, 'all' is used.
* }
* @return mixed The settings array or individual setting value to retrieve.
*/
function wp_get_global_settings( $path = array(), $context = array() ) {
if ( ! empty( $context['block_name'] ) ) {
$new_path = array( 'blocks', $context['block_name'] );
foreach ( $path as $subpath ) {
$new_path[] = $subpath;
}
$path = $new_path;
}
/*
* This is the default value when no origin is provided or when it is 'all'.
*
* The $origin is used as part of the cache key. Changes here need to account
* for clearing the cache appropriately.
*/
$origin = 'custom';
if (
! wp_theme_has_theme_json() ||
( isset( $context['origin'] ) && 'base' === $context['origin'] )
) {
$origin = 'theme';
}
/*
* By using the 'theme_json' group, this data is marked to be non-persistent across requests.
* See `wp_cache_add_non_persistent_groups` in src/wp-includes/load.php and other places.
*
* The rationale for this is to make sure derived data from theme.json
* is always fresh from the potential modifications done via hooks
* that can use dynamic data (modify the stylesheet depending on some option,
* settings depending on user permissions, etc.).
* See some of the existing hooks to modify theme.json behavior:
* https://make.wordpress.org/core/2022/10/10/filters-for-theme-json-data/
*
* A different alternative considered was to invalidate the cache upon certain
* events such as options add/update/delete, user meta, etc.
* It was judged not enough, hence this approach.
* See https://github.com/WordPress/gutenberg/pull/45372
*/
$cache_group = 'theme_json';
$cache_key = 'wp_get_global_settings_' . $origin;
/*
* Ignore cache when the development mode is set to 'theme', so it doesn't interfere with the theme
* developer's workflow.
*/
$can_use_cached = ! wp_is_development_mode( 'theme' );
$settings = false;
if ( $can_use_cached ) {
$settings = wp_cache_get( $cache_key, $cache_group );
}
if ( false === $settings ) {
$settings = WP_Theme_JSON_Resolver::get_merged_data( $origin )->get_settings();
if ( $can_use_cached ) {
wp_cache_set( $cache_key, $settings, $cache_group );
}
}
return _wp_array_get( $settings, $path, $settings );
}
/**
* Gets the styles resulting of merging core, theme, and user data.
*
* @since 5.9.0
* @since 6.3.0 the internal link format "var:preset|color|secondary" is resolved
* to "var(--wp--preset--font-size--small)" so consumers don't have to.
* @since 6.3.0 `transforms` is now usable in the `context` parameter. In case [`transforms`]['resolve_variables']
* is defined, variables are resolved to their value in the styles.
*
* @param array $path Path to the specific style to retrieve. Optional.
* If empty, will return all styles.
* @param array $context {
* Metadata to know where to retrieve the $path from. Optional.
*
* @type string $block_name Which block to retrieve the styles from.
* If empty, it'll return the styles for the global context.
* @type string $origin Which origin to take data from.
* Valid values are 'all' (core, theme, and user) or 'base' (core and theme).
* If empty or unknown, 'all' is used.
* @type array $transforms Which transformation(s) to apply.
* Valid value is array( 'resolve-variables' ).
* If defined, variables are resolved to their value in the styles.
* }
* @return mixed The styles array or individual style value to retrieve.
*/
function wp_get_global_styles( $path = array(), $context = array() ) {
if ( ! empty( $context['block_name'] ) ) {
$path = array_merge( array( 'blocks', $context['block_name'] ), $path );
}
$origin = 'custom';
if ( isset( $context['origin'] ) && 'base' === $context['origin'] ) {
$origin = 'theme';
}
$resolve_variables = isset( $context['transforms'] )
&& is_array( $context['transforms'] )
&& in_array( 'resolve-variables', $context['transforms'], true );
$merged_data = WP_Theme_JSON_Resolver::get_merged_data( $origin );
if ( $resolve_variables ) {
$merged_data = WP_Theme_JSON::resolve_variables( $merged_data );
}
$styles = $merged_data->get_raw_data()['styles'];
return _wp_array_get( $styles, $path, $styles );
}
/**
* Returns the stylesheet resulting of merging core, theme, and user data.
*
* @since 5.9.0
* @since 6.1.0 Added 'base-layout-styles' support.
* @since 6.6.0 Resolves relative paths in theme.json styles to theme absolute paths.
*
* @param array $types Optional. Types of styles to load.
* See {@see 'WP_Theme_JSON::get_stylesheet'} for all valid types.
* If empty, it'll load the following:
* - for themes without theme.json: 'variables', 'presets', 'base-layout-styles'.
* - for themes with theme.json: 'variables', 'presets', 'styles'.
* @return string Stylesheet.
*/
function wp_get_global_stylesheet( $types = array() ) {
/*
* Ignore cache when the development mode is set to 'theme', so it doesn't interfere with the theme
* developer's workflow.
*/
$can_use_cached = empty( $types ) && ! wp_is_development_mode( 'theme' );
/*
* By using the 'theme_json' group, this data is marked to be non-persistent across requests.
* @see `wp_cache_add_non_persistent_groups()`.
*
* The rationale for this is to make sure derived data from theme.json
* is always fresh from the potential modifications done via hooks
* that can use dynamic data (modify the stylesheet depending on some option,
* settings depending on user permissions, etc.).
* See some of the existing hooks to modify theme.json behavior:
* @see https://make.wordpress.org/core/2022/10/10/filters-for-theme-json-data/
*
* A different alternative considered was to invalidate the cache upon certain
* events such as options add/update/delete, user meta, etc.
* It was judged not enough, hence this approach.
* @see https://github.com/WordPress/gutenberg/pull/45372
*/
$cache_group = 'theme_json';
$cache_key = 'wp_get_global_stylesheet';
if ( $can_use_cached ) {
$cached = wp_cache_get( $cache_key, $cache_group );
if ( $cached ) {
return $cached;
}
}
$tree = WP_Theme_JSON_Resolver::resolve_theme_file_uris( WP_Theme_JSON_Resolver::get_merged_data() );
$supports_theme_json = wp_theme_has_theme_json();
if ( empty( $types ) && ! $supports_theme_json ) {
$types = array( 'variables', 'presets', 'base-layout-styles' );
} elseif ( empty( $types ) ) {
$types = array( 'variables', 'styles', 'presets' );
}
/*
* If variables are part of the stylesheet, then add them.
* This is so themes without a theme.json still work as before 5.9:
* they can override the default presets.
* See https://core.trac.wordpress.org/ticket/54782
*/
$styles_variables = '';
if ( in_array( 'variables', $types, true ) ) {
/*
* Only use the default, theme, and custom origins. Why?
* Because styles for `blocks` origin are added at a later phase
* (i.e. in the render cycle). Here, only the ones in use are rendered.
* @see wp_add_global_styles_for_blocks
*/
$origins = array( 'default', 'theme', 'custom' );
$styles_variables = $tree->get_stylesheet( array( 'variables' ), $origins );
$types = array_diff( $types, array( 'variables' ) );
}
/*
* For the remaining types (presets, styles), we do consider origins:
*
* - themes without theme.json: only the classes for the presets defined by core
* - themes with theme.json: the presets and styles classes, both from core and the theme
*/
$styles_rest = '';
if ( ! empty( $types ) ) {
/*
* Only use the default, theme, and custom origins. Why?
* Because styles for `blocks` origin are added at a later phase
* (i.e. in the render cycle). Here, only the ones in use are rendered.
* @see wp_add_global_styles_for_blocks
*/
$origins = array( 'default', 'theme', 'custom' );
/*
* If the theme doesn't have theme.json but supports both appearance tools and color palette,
* the 'theme' origin should be included so color palette presets are also output.
*/
if ( ! $supports_theme_json && ( current_theme_supports( 'appearance-tools' ) || current_theme_supports( 'border' ) ) && current_theme_supports( 'editor-color-palette' ) ) {
$origins = array( 'default', 'theme' );
} elseif ( ! $supports_theme_json ) {
$origins = array( 'default' );
}
$styles_rest = $tree->get_stylesheet( $types, $origins );
}
$stylesheet = $styles_variables . $styles_rest;
if ( $can_use_cached ) {
wp_cache_set( $cache_key, $stylesheet, $cache_group );
}
return $stylesheet;
}
/**
* Adds global style rules to the inline style for each block.
*
* @since 6.1.0
* @since 6.7.0 Resolve relative paths in block styles.
*
* @global WP_Styles $wp_styles
*/
function wp_add_global_styles_for_blocks() {
global $wp_styles;
$tree = WP_Theme_JSON_Resolver::get_merged_data();
$tree = WP_Theme_JSON_Resolver::resolve_theme_file_uris( $tree );
$block_nodes = $tree->get_styles_block_nodes();
$can_use_cached = ! wp_is_development_mode( 'theme' );
$update_cache = false;
if ( $can_use_cached ) {
// Hash the merged WP_Theme_JSON data to bust cache on settings or styles change.
$cache_hash = md5( wp_json_encode( $tree->get_raw_data() ) );
$cache_key = 'wp_styles_for_blocks';
$cached = get_transient( $cache_key );
// Reset the cached data if there is no value or if the hash has changed.
if ( ! is_array( $cached ) || $cached['hash'] !== $cache_hash ) {
$cached = array(
'hash' => $cache_hash,
'blocks' => array(),
);
// Update the cache if the hash has changed.
$update_cache = true;
}
}
foreach ( $block_nodes as $metadata ) {
if ( $can_use_cached ) {
// Use the block name as the key for cached CSS data. Otherwise, use a hash of the metadata.
$cache_node_key = isset( $metadata['name'] ) ? $metadata['name'] : md5( wp_json_encode( $metadata ) );
if ( isset( $cached['blocks'][ $cache_node_key ] ) ) {
$block_css = $cached['blocks'][ $cache_node_key ];
} else {
$block_css = $tree->get_styles_for_block( $metadata );
$cached['blocks'][ $cache_node_key ] = $block_css;
// Update the cache if the cache contents have changed.
$update_cache = true;
}
} else {
$block_css = $tree->get_styles_for_block( $metadata );
}
if ( ! wp_should_load_block_assets_on_demand() ) {
wp_add_inline_style( 'global-styles', $block_css );
continue;
}
$stylesheet_handle = 'global-styles';
/*
* When `wp_should_load_block_assets_on_demand()` is true, block styles are
* enqueued for each block on the page in class WP_Block's render function.
* This means there will be a handle in the styles queue for each of those blocks.
* Block-specific global styles should be attached to the global-styles handle, but
* only for blocks on the page, thus we check if the block's handle is in the queue
* before adding the inline style.
* This conditional loading only applies to core blocks.
* TODO: Explore how this could be expanded to third-party blocks as well.
*/
if ( isset( $metadata['name'] ) ) {
if ( str_starts_with( $metadata['name'], 'core/' ) ) {
$block_name = str_replace( 'core/', '', $metadata['name'] );
$block_handle = 'wp-block-' . $block_name;
if ( in_array( $block_handle, $wp_styles->queue, true ) ) {
wp_add_inline_style( $stylesheet_handle, $block_css );
}
} else {
wp_add_inline_style( $stylesheet_handle, $block_css );
}
}
// The likes of block element styles from theme.json do not have $metadata['name'] set.
if ( ! isset( $metadata['name'] ) && ! empty( $metadata['path'] ) ) {
$block_name = wp_get_block_name_from_theme_json_path( $metadata['path'] );
if ( $block_name ) {
if ( str_starts_with( $block_name, 'core/' ) ) {
$block_name = str_replace( 'core/', '', $block_name );
$block_handle = 'wp-block-' . $block_name;
if ( in_array( $block_handle, $wp_styles->queue, true ) ) {
wp_add_inline_style( $stylesheet_handle, $block_css );
}
} else {
wp_add_inline_style( $stylesheet_handle, $block_css );
}
}
}
}
if ( $update_cache ) {
set_transient( $cache_key, $cached );
}
}
/**
* Gets the block name from a given theme.json path.
*
* @since 6.3.0
* @access private
*
* @param array $path An array of keys describing the path to a property in theme.json.
* @return string Identified block name, or empty string if none found.
*/
function wp_get_block_name_from_theme_json_path( $path ) {
// Block name is expected to be the third item after 'styles' and 'blocks'.
if (
count( $path ) >= 3
&& 'styles' === $path[0]
&& 'blocks' === $path[1]
&& str_contains( $path[2], '/' )
) {
return $path[2];
}
/*
* As fallback and for backward compatibility, allow any core block to be
* at any position.
*/
$result = array_values(
array_filter(
$path,
static function ( $item ) {
if ( str_contains( $item, 'core/' ) ) {
return true;
}
return false;
}
)
);
if ( isset( $result[0] ) ) {
return $result[0];
}
return '';
}
/**
* Checks whether a theme or its parent has a theme.json file.
*
* @since 6.2.0
*
* @return bool Returns true if theme or its parent has a theme.json file, false otherwise.
*/
function wp_theme_has_theme_json() {
static $theme_has_support = array();
$stylesheet = get_stylesheet();
if (
isset( $theme_has_support[ $stylesheet ] ) &&
/*
* Ignore static cache when the development mode is set to 'theme', to avoid interfering with
* the theme developer's workflow.
*/
! wp_is_development_mode( 'theme' )
) {
return $theme_has_support[ $stylesheet ];
}
$stylesheet_directory = get_stylesheet_directory();
$template_directory = get_template_directory();
// This is the same as get_theme_file_path(), which isn't available in load-styles.php context
if ( $stylesheet_directory !== $template_directory && file_exists( $stylesheet_directory . '/theme.json' ) ) {
$path = $stylesheet_directory . '/theme.json';
} else {
$path = $template_directory . '/theme.json';
}
/** This filter is documented in wp-includes/link-template.php */
$path = apply_filters( 'theme_file_path', $path, 'theme.json' );
$theme_has_support[ $stylesheet ] = file_exists( $path );
return $theme_has_support[ $stylesheet ];
}
/**
* Cleans the caches under the theme_json group.
*
* @since 6.2.0
*/
function wp_clean_theme_json_cache() {
wp_cache_delete( 'wp_get_global_stylesheet', 'theme_json' );
wp_cache_delete( 'wp_get_global_styles_svg_filters', 'theme_json' );
wp_cache_delete( 'wp_get_global_settings_custom', 'theme_json' );
wp_cache_delete( 'wp_get_global_settings_theme', 'theme_json' );
wp_cache_delete( 'wp_get_global_styles_custom_css', 'theme_json' );
wp_cache_delete( 'wp_get_theme_data_template_parts', 'theme_json' );
WP_Theme_JSON_Resolver::clean_cached_data();
}
/**
* Returns the current theme's wanted patterns (slugs) to be
* registered from Pattern Directory.
*
* @since 6.3.0
*
* @return string[]
*/
function wp_get_theme_directory_pattern_slugs() {
return WP_Theme_JSON_Resolver::get_theme_data( array(), array( 'with_supports' => false ) )->get_patterns();
}
/**
* Returns the metadata for the custom templates defined by the theme via theme.json.
*
* @since 6.4.0
*
* @return array Associative array of `$template_name => $template_data` pairs,
* with `$template_data` having "title" and "postTypes" fields.
*/
function wp_get_theme_data_custom_templates() {
return WP_Theme_JSON_Resolver::get_theme_data( array(), array( 'with_supports' => false ) )->get_custom_templates();
}
/**
* Returns the metadata for the template parts defined by the theme.
*
* @since 6.4.0
*
* @return array Associative array of `$part_name => $part_data` pairs,
* with `$part_data` having "title" and "area" fields.
*/
function wp_get_theme_data_template_parts() {
$cache_group = 'theme_json';
$cache_key = 'wp_get_theme_data_template_parts';
$can_use_cached = ! wp_is_development_mode( 'theme' );
$metadata = false;
if ( $can_use_cached ) {
$metadata = wp_cache_get( $cache_key, $cache_group );
if ( false !== $metadata ) {
return $metadata;
}
}
if ( false === $metadata ) {
$metadata = WP_Theme_JSON_Resolver::get_theme_data( array(), array( 'with_supports' => false ) )->get_template_parts();
if ( $can_use_cached ) {
wp_cache_set( $cache_key, $metadata, $cache_group );
}
}
return $metadata;
}
/**
* Determines the CSS selector for the block type and property provided,
* returning it if available.
*
* @since 6.3.0
*
* @param WP_Block_Type $block_type The block's type.
* @param string|array $target The desired selector's target, `root` or array path.
* @param boolean $fallback Whether to fall back to broader selector.
*
* @return string|null CSS selector or `null` if no selector available.
*/
function wp_get_block_css_selector( $block_type, $target = 'root', $fallback = false ) {
if ( empty( $target ) ) {
return null;
}
$has_selectors = ! empty( $block_type->selectors );
// Root Selector.
// Calculated before returning as it can be used as fallback for
// feature selectors later on.
$root_selector = null;
if ( $has_selectors && isset( $block_type->selectors['root'] ) ) {
// Use the selectors API if available.
$root_selector = $block_type->selectors['root'];
} elseif ( isset( $block_type->supports['__experimentalSelector'] ) && is_string( $block_type->supports['__experimentalSelector'] ) ) {
// Use the old experimental selector supports property if set.
$root_selector = $block_type->supports['__experimentalSelector'];
} else {
// If no root selector found, generate default block class selector.
$block_name = str_replace( '/', '-', str_replace( 'core/', '', $block_type->name ) );
$root_selector = ".wp-block-{$block_name}";
}
// Return selector if it's the root target we are looking for.
if ( 'root' === $target ) {
return $root_selector;
}
// If target is not `root` we have a feature or subfeature as the target.
// If the target is a string convert to an array.
if ( is_string( $target ) ) {
$target = explode( '.', $target );
}
// Feature Selectors ( May fallback to root selector ).
if ( 1 === count( $target ) ) {
$fallback_selector = $fallback ? $root_selector : null;
// Prefer the selectors API if available.
if ( $has_selectors ) {
// Look for selector under `feature.root`.
$path = array( current( $target ), 'root' );
$feature_selector = _wp_array_get( $block_type->selectors, $path, null );
if ( $feature_selector ) {
return $feature_selector;
}
// Check if feature selector is set via shorthand.
$feature_selector = _wp_array_get( $block_type->selectors, $target, null );
return is_string( $feature_selector ) ? $feature_selector : $fallback_selector;
}
// Try getting old experimental supports selector value.
$path = array( current( $target ), '__experimentalSelector' );
$feature_selector = _wp_array_get( $block_type->supports, $path, null );
// Nothing to work with, provide fallback or null.
if ( null === $feature_selector ) {
return $fallback_selector;
}
// Scope the feature selector by the block's root selector.
return WP_Theme_JSON::scope_selector( $root_selector, $feature_selector );
}
// Subfeature selector
// This may fallback either to parent feature or root selector.
$subfeature_selector = null;
// Use selectors API if available.
if ( $has_selectors ) {
$subfeature_selector = _wp_array_get( $block_type->selectors, $target, null );
}
// Only return if we have a subfeature selector.
if ( $subfeature_selector ) {
return $subfeature_selector;
}
// To this point we don't have a subfeature selector. If a fallback
// has been requested, remove subfeature from target path and return
// results of a call for the parent feature's selector.
if ( $fallback ) {
return wp_get_block_css_selector( $block_type, $target[0], $fallback );
}
return null;
}
كتبت شروق عارف
في السنوات الأخيرة أصبحنا نلجا الي الذكاء الاصطناعي في كافة أمور حياتنا وذلك لقدرته علي توفير حلول سريعه وانجاز المهام بسرعه كبيرة ولكن علي الرغم من المساعدة الضخمة التي يقدمها الذكاء الاصطناعي لنا أصبحنا نغفل عن أمر مهم وهو هل اعتمادنا الكامل على الذكاء الاصطناعي قد يؤدي إلى تراجع قدرتنا الذهنية
الذكاء الاصطناعي التوليدي سلاح ذو حدين
أجرت شركة مايكروسوفت بالتعاون مع جامعة كارنيجي ميلون دراسة حديثة تقدم لنا إجابة حول تأثير الذكاء الاصطناعي التوليدي على المستخدمين حيث أشارت
الدراسة إلى أن هذا النوع من الذكاء الاصطناعي يمكن أن يساعد في إنشاء محتوى مثل النصوص، الصور، الموسيقى، والفيديوهات وذلك باستخدام تقنيات كالشبكات العصبية التوليدية العميقة وذلك النوع قد يمثل سلاح ذو حدين فقد يؤدي الي تدني القدرات المعرفية او الي تقديم فوائد عديدة ويحدث ذلك حسب إستخدمنا ففي حالة اعتمدنا على الذكاء الاصطناعي التوليدي بشكل مستمر سوف يصل بنا الأمر لجعله يفكر بالنيابة عنا و الجدير بالذكر أن الباحثين يمتعون عن قول أن أدوات الذكاء الاصطناعي التوليدي قد تجعلك أكثر غباء لكن الدراسة أوضحت أن الاعتماد الكامل على أدوات الذكاء الاصطناعي التوليد يمكن أن تضعف قدرتنا على حل المشكلات التي قد تواجهنا في المستقبل وعلى جانب اخر يمكن أن يكون الذكاء الاصطناعي مفيد للغاية ويحدث ذلك عند استخدامه بطريقة مناسبة كأداة مساعدة وليس كبديل للعقل
كيف نحافظ على عقولنا وسط سيطرة الآلات
لاستخدام الذكاء الاصطناعي التوليدي بطريقة صحيحة علينا اتباع عدة خطوات أساسية منها المحافظة على خصوصية بياناتنا بالإضافة إلى عدم مشاركته في أمور تتعلق بحياتنا الشخصية كما يجب علينا استخدام الذكاء الاصطناعي كأداة مساعدة لإنجاز بعض المهام وليس كبديل للعقل فعلى سبيل المثال عند الاستعانة بالذكاء الاصطناعي لإنجاز مهمة معينة يمكننا إضافة تعديلاتنا الخاصة كما يجب علينا مراجعة دقة المعلومات المقدمة بواسطة الذكاء الاصطناعي لأن من الممكن أن تكون مندثه أو غير صحيحة
اوضح الدكتور إبراهيم عبدالله أستاذ تكنولوجيا المعلومات في المعهد العالي للدراسات النوعية في مصر ومعهد البيان للعلوم والتكنولوجيا في الإمارات أن الاعتماد المتزايد على الذكاء الاصطناعي في حياتنا اليومية يحمل في طياته جانب سلبي واخر ايجابي فمن الناحيه السلبية يوجد العديد من التخصصات التي قد تندثر مثل خدمة العملاء والطب وغيرها من التخصصات التي قد تختفي
كما قد يقل والإبداع والابتكار بشكل ملحوظ
وعلي الجانب الإيجابي الذكاء الاصطناعي سهل الحصول علي افكار غير متناهيه
كما أكد دكتور إبراهيم علي ضرورة إعادة تصميم المناهج الدراسية حتي نكون قادرين علي انتاج الذكاء الاصطناعي وليس فقط مستخدمين كما وجه نصيحة شديدة اللهجة للطلاب الذي تعتمد بشكل كلي علي الذكاء الاصطناعي مؤكد أن ذلك سوف يهدم قدرتهم علي البحث والإنتاج و سيضعف قدراتهم كأفراد بشرية على أعمار عقولهم
لفت الدكتور إبراهيم نظرنا الي إحد إخطر المشكلات التي قد تواجهنا في المستقبل ان الذكاء الاصطناعي يدرك نفسه ويشعر بوجوده ويتحكم في الناس وقراراتهم لصالح مجموعه من الأشخاص او الشراكات او لصالحه هو شخصي
قال الدكتور كريم محمود أستاذ مساعد الذكاء الاصطناعي في معهد ا البيان للعلوم والتكنولوجيا إن الذكاء الاصطناعي التوليدي يمثل فرصة فريدة لتعزيز الإبداع البشري لكنه يحمل في طياته مخاطر أهمها تقليل الاعتماد على العقل والتفكير النقدي وذلك في حالة استخدم بشكل مفرط لذلك من الضروري وضع إطار تنظيمي وتعليمي يوجه الاستخدام الأمثل لهذه الأدوات بحيث تظل مساعدة وليست بديل للعقل والتفكير
و يبقي الذكاء الاصطناعي التوليدي سلاح مزدوج يمكن أن يوسع أفاق الإبداع والابتكار لدينا أو قد يؤدي إلى تراجع قدراتنا الإبداعية لذلك علينا أن ندرك أن الذكاء الاصطناعي في جميع أشكاله أداة مساعدة وليست بديل عن العقل كما يجب علينا استخدامه بحكمة لتحقيق التقدم دون الإغفال عن دورنا كأفراد بشرية في التفكير والابتكار
