Meta updates Andromeda, the system selecting ads for Facebook and Instagram
Meta's new architecture brings ad retrieval and scoring onto a GPU, reporting over one billion evaluations per second for the production pipeline.
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Google and OpenAI back a shared signal for website AI training preferences
The proposed robots.txt signal retains existing controls. Google targets early 2027, while OpenAI plans implementation in the coming months.
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What Does an AI Application Cost? Development and Operations
Plan an AI application's budget across development, usage, integrations, infrastructure, evaluation, monitoring and maintenance.
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AI Agents for Applications Without APIs: Controlled Automation
Automate through application interfaces with a controlled browser, permitted actions, outcome verification, exception handling and approvals.
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Connecting Business Applications to ChatGPT: Data and Access
Connect a CRM or catalogue to ChatGPT with MCP tools, authentication, permissions, structured results and controlled actions.
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AI Quotation Configurators for B2B Businesses
Qualify B2B enquiries with AI-assisted questions, catalogues, compatibility rules, verified pricing and a clear handover to sales.
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AI Document Processing: From PDFs to Verified Data
Turn documents into business data through extraction, structured fields, value checks, exception handling and application integration.
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CRM AI Assistants: Useful Features and Controlled Integration
Add an AI assistant to a CRM for search, summaries, tasks and draft messages, with role-based access, approvals and a clear activity history.
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AI Voice Assistants for Bookings and Customer Support
Design an AI voice assistant for conversation, availability checks, confirmations, human handoff and integration with business applications.
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Business Document AI Chatbots: How RAG Works
Build a chatbot around approved business documents: indexing, sources, updates, role-based access and answer evaluation explained.
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AI Chatbot or AI Agent: What Should a Business Choose?
Compare AI chatbots, agents and conventional automation through business workflows, integrations, permissions and practical selection criteria.
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AI-Assisted App Development: From Idea to Production
How AI-assisted app development works: requirements, architecture, integrations, testing and launch. Business examples and acceptance criteria.
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11 Online Promotion Methods for Businesses
Choose and combine blogging, social media, SEO, email, local promotion, PR and PPC. Practical examples, diagrams and an implementation plan for businesses.
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OpenAI updates the Model Spec with rules for agents, context and human control
OpenAI's October 29 Model Spec revision details five values, instruction authority, contextual information, bounded agent autonomy and human oversight.
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Google expands AI Mode ads to ten countries and US follow-up conversations
Google expands English-language AI Mode ads to ten markets and launches US multiturn ads, using existing eligible Search, Shopping and Performance Max campaigns.
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Google adds UCP reports and new product data to the Merchant API
Google's October Merchant API update adds alpha UCP reports for AI Mode and Gemini, product videos, warranties and offer-level disapproval diagnostics.
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Google announces Gemini 4 Carbon, with initial access for cyber defense
The model enters controlled access for security specialists. Google reports results in coding, vulnerability patching and agent safety.
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Google launches Connected Apps Platform preview for Search and Gemini
Developers can apply for a shared platform to integrate apps with Search and Gemini, with testing, authorization and review before publication.
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Oracle and OpenAI announce business applications, automation and security services
The collaboration covers Oracle AI Workspace in ChatGPT, App Composer, AI security testing and a bundle for eligible U.S. small businesses.
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OpenAI launches GPT-6.1 Terra for application work and visual analysis
OpenAI introduces GPT-6.1 Terra in the API, ChatGPT Work and Codex, publishing its pricing, supported tools and professional evaluation results.
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Google extends Smart Bidding Exploration to Performance Max and Shopping
Google details Smart Bidding Exploration eligibility for Performance Max and Shopping, ROAS tolerance from 5% to 30% and traffic-diversity reporting.
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Google expands anti-spam guidance for web platforms
Google's October 26 documentation update covers indexing controls for directly shared pages and abuse monitoring through Search Console.
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Meta adds AI moderation and a shared calendar to its Forum groups app
Meta adds rule-checking tags, more flexible automated moderation and a shared team calendar to Forum, its Facebook groups app available in the US.
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OpenAI launches Decisions API for structured decisions in applications
Decisions API reaches general availability with 400 questions per request, native GPT-Live integration, prompt caching and US and European processing.
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