agent? While conventional software enables users to streamline and automate workflows, agents are able to perform the same workflows on the users’ behalf with a high degree of independence. Agents are systems decisions and handle complexity. Unlike conventional automation, agents are uniquely suited to workflows where traditional deterministic and rule-based approaches fall short. Consider the example of can add value, prioritize workflows that have previously resisted automation, especially where traditional methods encounter friction: 01 Complex 
 decision-making: Workflows involving nuanced judgment

– 2024 AI Development Trending = UnprecedentedAI Performance = Increasingly Realistic Audio Translation / Generation… 46 Note: China data may be subject to informational limitations due to government in that language. Each speaker’s original voice is isolated and cloned before generating the translation to make sure they sound the same in every language. - ElevenLabs Press Release, 1/24 Global (MM), per Similarweb – 1/23-4/2547 …AI Performance = Evolving to Mainstream Realistic Audio Translation / Generation Note: Revenue annualized using Q1:25 results. Source: Spotify, ‘The New York Post

because our models will increasingly do their best work with sophisticated, complex, interconnected workflows and systems. We’re seeing AI deliver significant, measurable improvements on three fronts: 01 offer more and better insights to clients.
 They started with three model evals: 01 Language translation Measuring the accuracy and quality of translations produced 
 by a model. 02 Summarization Evaluating actions for customers. So we built an internal automation platform. It works on top of our existing workflows and systems to automate rote work and accelerate insight and action. Our first use case: working

may add djangocms-versioning to manage versions of your content, djangocms-moderation to define workflows for how content moves from authoring to being published. Overview django CMS is a modern web publishing import plugin_pool from polls_cms_integration.models import PollPluginModel from django.utils.translation import gettext as _ @plugin_pool.register_plugin # register the plugin class PollPluginPubl Add cms_menus.py in polls_cms_integration/: from django.urls import reverse from django.utils.translation import gettext_lazy as _ from cms.menu_bases import CMSAttachMenu from menus.base import NavigationNode

PRODUCTIVITY BENEFITS JIT GIVES PRODUCTIVITY BENEFITS JIT ALLOWS DIFFERENT WORKFLOWS/USE CASES JIT ALLOWS DIFFERENT WORKFLOWS/USE CASES 3 . 3SOMETIMES AOT IS NOT POSSIBLE/DESIRABLE SOMETIMES AOT IS NOT THE COMPILER - SPECULATION Compilation is becoming quite complicated P0992: TRANSLATION AND EVALUATION P0992: TRANSLATION AND EVALUATION 9 . 2JIT IN THE COMPILER JIT IN THE COMPILER 9 . 3JIT IN THE

may add djangocms-versioning to manage versions of your content, djangocms-moderation to define workflows for how content moves from authoring to being published. Overview django CMS is a modern web publishing import plugin_pool from polls_cms_integration.models import PollPluginModel from django.utils.translation import gettext as _ @plugin_pool.register_plugin # register the plugin class PollPluginPubl Add cms_menus.py in polls_cms_integration/: from django.urls import reverse from django.utils.translation import gettext_lazy as _ from cms.menu_bases import CMSAttachMenu from menus.base import NavigationNode

to the get_absolute_url() method: 31 django cms Documentation, Release 2.2.1 from django.utils.translation import get_language def get_absolute_url(self, language=None): if not language: language = get_language() CMS_HIDE_UNTRANSLATED is True is in your settings.py and you are on a page that hasn’t got a english translation yet and you view the german version then the language chooser will redirect to /. The same goes plugin_pool import plugin_pool from polls.models import PollPlugin as PollPluginModel from django.utils.translation import ugettext as _ class PollPlugin(CMSPluginBase): model = PollPluginModel # Model where data

to the get_absolute_url() method: 39 django cms Documentation, Release 2.3.8 from django.utils.translation import get_language def get_absolute_url(self, language=None): if not language: language = get_language() CMS_HIDE_UNTRANSLATED is True in your settings.py and you are on a page that doesn’t yet have an English translation and you view the German version then the language chooser will redirect to /. The same goes for plugin_pool import plugin_pool from polls.models import PollPlugin as PollPluginModel from django.utils.translation import ugettext as _ class PollPlugin(CMSPluginBase): model = PollPluginModel # Model where data

django cms Documentation, Release 2.4.3-support https://docs.djangoproject.com/en/dev/topics/i18n/translation/#internationalization-in-url-patterns If you are still running django 1.3 you are able to archieve hide_untranslated is True in your CMS_LANGUAGES and you are on a page that doesn’t yet have an English translation and you view the German version then the language chooser will redirect to /. The same goes for plugin_pool import plugin_pool from polls.models import PollPlugin as PollPluginModel from django.utils.translation import ugettext as _ class PollPlugin(CMSPluginBase): model = PollPluginModel # Model where data

For django 1.4 more infos can be found here: https://docs.djangoproject.com/en/dev/topics/i18n/translation/#internationalizati on-in-url-patterns If you are still running django 1.3 you are able to archieve /i18n/translation.html#django.conf.urls.i18n.i18n_patterns]. For more information about this see the official django documentation [https://docs.djangoproject.com/en/dev/topics/i18n/translation/#inter hide_untranslated is True in your CMS_LANGUAGES and you are on a page that doesn’t yet have an English translation and you view the German version then the language chooser will redirect to /. The same goes for