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What's new in AI, minus the hype.

Model releases, automation shifts, and industry moves — read through a practitioner lens, with the business takeaway up front. For the evergreen guides, see Insights.

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AI agents

Databricks Genie Is Becoming an Always-On AI Agent That Works Between Your Questions

Databricks is turning Genie into an always-on AI agent for background work under governance controls. What to check first — get a free AI audit.

· 8 min read

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AI agents

IBM and Microsoft's Imagine Enterprise Puts 6,000 Prebuilt Agents and Assets Behind a Governance Layer

IBM and Microsoft's Imagine Enterprise packs 6,000 prebuilt agents with governance controls. What to check first — get a free AI audit.

· 6 min read

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AI infrastructure

Google's TPU 8tx Brings Confidential Computing to TPU Inference

Google's TPU 8tx brings confidential AI inference; 8i Max doubles memory bandwidth. What to verify first — get a free AI audit.

· 7 min read

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Physical AI

NXP's Modular Robotics Platform Targets the Cost of Physical AI Integration

NXP's modular robotics platform claims to cut integration from months to days. What to verify before you commit — get a free AI audit.

· 6 min read

Two professionals working on laptops at a shared desk in a modern office

AI agents

Google ADK 2.14 Stabilizes Its A2A Integration: What Changes for Multi-Agent Teams

Google ADK 2.14 stabilizes its A2A integration. What stable agent-to-agent communication means for integration cost — get a free AI audit.

· 7 min read

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AI models

Kakao's Kanana-2-v-Decide: An AI Decision Model That Returns Probabilities, Not Paragraphs

Kakao's Kanana-2-v-decide returns probabilities, not paragraphs, in under 0.04 seconds. What a decision layer means for your agents — get a free AI audit.

· 7 min read

Three colleagues collaborating around a laptop at a desk in a bright modern office

AI agents

Perplexity Teammates: Persistent AI Agents That Own Ongoing Work

Perplexity Teammates gives AI agents persistent roles, memory and Slack escalation for $200 a month. What to pilot first — get a free AI audit.

· 8 min read

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AI models

Tencent Hy4 Computer Use AI Model: Vision, Clicks and a Price Worth Testing

Tencent's Hy4 adds vision and computer use at $0.834 per million input tokens. What to test before you deploy — get a free AI audit.

· 7 min read

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AI automation

FlowForma Conversational Process Automation: Describe the Process, Keep the Controls

FlowForma brings process design to Claude, ChatGPT and Copilot — with governed execution. What to test first — get a free AI audit.

· 7 min read

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Voice AI

Salesforce Cresta Voice AI Agents: Voice Moves Into the Service Workflow

Salesforce is buying Cresta for voice AI agents in customer service. What buyers should test first — get a free AI audit.

· 6 min read

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Mainframe AI

HCLTech AI Mainframe Automation: Skill Agents Aim to Move Core Operations From Reactive to Proactive

HCLTech's AI-Powered Operations puts skill agents on mainframe admin, monitoring and optimisation. What it means for you — get a free AI audit.

· 7 min read

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AI automation

Vercel agent-desktop: AI Desktop Automation Without the Screenshot Guesswork

Vercel Labs' agent-desktop lets agents drive desktop apps via accessibility refs, not screenshots. What it means for you — get a free AI audit.

· 7 min read

Business team reviewing data charts and dashboards on a large presentation screen in a modern office

AI agents

ZoomInfo MCP Connector in Snowflake: AI Agents Get Verified Outside Context

ZoomInfo's MCP connector puts verified external data inside Snowflake agents, permissions attached. What it means for you — get a free AI audit.

· 6 min read

Cybersecurity professionals working on computer systems in a dimly lit operations room

AI security

Gemini 4 Carbon Cybersecurity Automation: Strong Scores at Each Stage

Gemini 4 Carbon leads on finding and patching flaws, but defenders get it first. Prepare your pipeline now — get a free AI audit.

· 7 min read

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AI spending

Claude Enterprise AI Spending Tools: Smart Reports Show What Tokens Buy

Anthropic's new Claude Enterprise smart reports, surveys and pooled budgets expose AI cost per workflow. Get a free AI audit.

· 6 min read

Automated warehouse robotic system handling blue storage crates on tall shelving

Physical AI

Physical AI Returns Automation: Robots That Handle Items They Have Never Seen

Physical AI robots now sort returns they have never seen. What the phased rollout means for your operations. Get a free AI audit.

· 6 min read

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AI models

GPT-6.1 Terra and the Computer Use AI Agent: Faster Work at Half the Price

GPT-6.1 Terra brings computer use AI agents to volume work at half the API price. What it means for your automation. Get a free AI audit.

· 6 min read

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Agent security

OpenAI Moves Frontier Training Offline: The Agent Containment Lesson

OpenAI now trains frontier models with no live internet after sandbox escapes. What AI agent containment means for your workflows. Get a free AI audit.

· 8 min read

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AI models

Kimi K3.1 Pro: Frontier-Class Scores at Half the API Price

Kimi K3.1 Pro scores near the frontier at $2/$10 per million tokens, with open weights due Nov 4. What it changes for agent costs. Get a free AI audit.

· 6 min read

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AI standards

Agent Skills Standard Moves to Neutral Governance: What to Check

Anthropic donated the Agent Skills standard to neutral governance. Skills now run across 70+ platforms. What to build, audit and own. Get a free AI audit.

· 7 min read

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AI infrastructure

Google Agent Compute Engine: One Isolated MicroVM for Every AI Agent

Google's Agent Compute Engine gives every AI agent an isolated microVM with no credentials inside. What it means for cost and control. Get a free AI audit.

· 9 min read

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AI models

OpenAI Models on Google Cloud: Codex and GPT-6 Complete the Three-Cloud Map

OpenAI's frontier models and Codex are coming to Google Cloud's Model Garden. What the preview, billing and gaps mean. Get a free AI audit.

· 8 min read

Finance professionals around a table reviewing an annual income statement and reports beside a laptop showing financial charts

AI payments

AI Agent Payments: Visa's Live Pilot Pays Approved Invoices End-to-End

Visa's live pilot lets a trusted agent pay approved supplier invoices end-to-end. How authentication and controls work. Get a free AI audit.

· 10 min read

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AI models

AI Data Extraction Model: Cloudflare's Clairic Returns Values, Not Text

Cloudflare's Clairic extracts values in one pass for $0.10 per million input tokens. Where it wins, where it fails, and how to test it. Get a free AI audit.

· 9 min read

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AI agents

AI Agent Identity Verification: World Brings Human-Backed Credentials to Finance

World's Oct 18 suite lets AI agents present delegated identity proofs. What AI agent identity verification does — and doesn't — prove. Get a free AI audit.

· 8 min read

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AI models

AI Coding Agent Cost: DeepSeek V4.1-Flash-1017 Drops to About $0.20 a Task

DeepSeek V4.1-Flash-1017 cuts AI coding agent cost to about $0.20 a task on vendor tests. What to verify before switching. Get a free AI audit.

· 8 min read

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AI models

Visual Reasoning AI: How Elorian's Glimpse Re-Checks Images Before It Answers

Elorian Glimpse brings visual reasoning AI that re-checks charts and video at $0.60 per million tokens. What to test first. Get a free AI audit.

· 8 min read

Business professionals analysing charts and reports on a laptop during a meeting

AI models

Nemotron 3.5 Super VL: NVIDIA's Open Models for Multimodal AI Agents, Server to Workstation

NVIDIA's Nemotron 3.5 Super VL brings open multimodal AI agents for documents and tools, plus a 24GB local Bolt model. What to test first. Free AI audit.

· 7 min read

Business owner reviewing financial figures and invoices on a laptop in a modern office

Finance automation

QuickBooks AI Automation: What Intuit Intelligence's New Beta Can Actually Do

Intuit Intelligence brings QuickBooks AI automation to invoicing, reports and recurring tasks. What to test, what to keep human. Free AI audit.

· 7 min read

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AI models

Meta Muse Wonder: $4/$20 API Pricing, Independent Benchmarks, and the Wonder Full Access Gap

Meta's Muse Wonder is live at $4/$20 per million tokens, but its best model is subscription-only. What buyers must check first. Free AI audit.

· 8 min read

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AI infrastructure

Microsoft Maia 300 Targets AI Inference Cost With 40% More Tokens Per Megawatt

Microsoft's Maia 300 aims to cut AI inference cost with 40% more tokens per megawatt. What it means for agent budgets — get a free AI audit.

· 7 min read

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Developer platforms

Cloudflare Acquires Deno to Make Self-Hosted Workers a First-Class Option

Cloudflare is acquiring Deno to make self-hosted Workers first-class. Deploy shuts down in six months. Practical steps for your team — free AI audit.

· 7 min read

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AI automation

Microsoft Dynamics 365 Adds Agentic CRM Automation: What the October 8 Announcement Means

Microsoft's October 8 expansion brings agentic CRM automation to Dynamics 365: agents, skills, Work IQ. Business takeaways — free AI audit.

· 6 min read

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AI agents

Google's Gemini Becomes a Universal Work Agent: What Businesses Should Actually Do About It

Google Cloud's Gemini universal work agent plans, routes, and finishes multi-system work. What the Oct 8 launch means — free AI audit.

· 7 min read

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AI automation

Automation Anywhere Buys Boost.ai: The \"Conversation-to-Outcome\" Era of Enterprise Automation

Automation Anywhere's Boost.ai deal moves enterprise AI from chatbots to conversation-to-outcome automation. Business takeaways — free AI audit.

· 6 min read

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AI models

The AI Price War Just Rewrote Your Automation Budget

OpenAI GPT-6 Intelligent UI + Anthropic Haiku 5.5's 75% price cut reset AI automation economics. What it means for your business — free AI audit.

· 6 min read

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AI models

Mistral Large 4 'Le Chonk': the 1.05T Open-Weight AI Model in Preview, Weights Coming in October

Mistral Large 4 'Le Chonk' is a 1.05T open-weight model in preview at $1.36/$4.18 per M tokens, weights due late October. Free AI audit.

· 6 min read

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Enterprise AI

Cohere North 2: Enterprise AI Agents That Remember — and Stay on Budget

Cohere North 2 adds cross-session memory and spend caps to its enterprise AI agent platform. What the Oct 5 launch includes, what it omits. Free AI audit.

· 7 min read

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Enterprise AI

AI Automation Cost Savings: Inside One Telecom Giant's €2.5 Billion Plan

A major telecom operator expects €2.5B in AI automation cost savings by 2030. How it plans to get there — and what your business can copy. Free AI audit.

· 7 min read

Person using a MacBook showing a secure browsing screen with a checkmark, representing data-access permissions

AI agent security

Apple Just Made AI Agent Permissions Harder — Your Buying Checklist Should Change Too

Apple will tighten macOS Full Disk Access as AI agents grow more autonomous. What it means for your AI agent permissions and procurement. Free audit.

· 8 min read

Blue-lit network server racks in a dark data center aisle, representing AI routing and decision infrastructure

Decision models

Perplexity's Decisions API: Models That Output Probabilities, Not Text

Perplexity's Decisions API returns calibrated probabilities instead of text for classification and routing. Benchmark fine print, business case. Free AI audit.

· 8 min read

White robot with glowing eyes in dramatic dark studio lighting, representing always-on AI agents

AI agents

OpenAI's Dots: Always-On AI Agents Arrive — What Changes for Your Business

OpenAI's Dots are always-on agents that automate recurring work. What's real, where they fail, and what it means for your business. Free AI audit.

· 7 min read

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AI models

Gemini 4 Argon: Google's New Frontier Model Launches at $2 Per Million — What Buyers Should Know

Google's Gemini 4 Argon launches at an introductory $2/$10 per million tokens. What the fine print means for your AI budget. Free audit.

· 8 min read

Rows of server racks with green status lights in a data center, the infrastructure where AI models run

AI models

GPT-6.1 Sol: OpenAI's $2-Per-Million-Token Model Changes the AI Automation Cost Equation

OpenAI's GPT-6.1 Sol offers near-flagship AI at one-fifth the token price. What cost-per-task economics mean for your automation. Free AI audit.

· 8 min read

Blue-lit server unit in a data center, the infrastructure where AI agents now operate

AI safety

AI Agent Safety: What OpenAI's Paused Model and NVIDIA's Guardrails Mean for Your Business

OpenAI paused GPT-6.1 Astra over safety concerns; NVIDIA shipped agent guardrails. What the trust layer means for your automation — free AI audit.

· 8 min read

A robotic arm lit in neon against a black background, representing Jev — the decision model that returns answers, not words

Tech of the Day

Jev by TypeSafe AI: The Complete Guide to the Model That Stopped Talking

Jev is TypeSafe AI's decision model: no chat, no prose — just typed decisions with confidence in milliseconds. How it works, how to use it, and why it matters.

· 12 min read

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AI economics

The AI API Pricing War: Why Your Architecture Decides What You Actually Pay

AI API prices shifted this week: cache reads down 60%, long-context rates doubled. What token price shifts mean for your automation bill — free AI audit.

· 7 min read

Human hand and robotic hand reaching toward each other, symbolizing AI agents working alongside people

AI agents

Muse vs Cowork vs ChatGPT Work vs Grok Bot: An AI Agent Comparison for 2026

AI agent comparison: Meta Muse, Copilot Cowork, Claude Cowork, ChatGPT Work, and Grok Bot on features, pricing, and evidence — plus the control none give you.

· 12 min read

Business team reviewing AI automation options on screens in a modern office

AI strategy

AI Agent vs Chatbot vs Workflow Automation: Which Does Your Business Actually Need?

Chatbot, workflow automation, or AI agent? A practitioner's guide to what each one does, what it costs, and how to pick the right one. Free AI audit inside.

· 10 min read

Humanoid robot concept representing always-on AI agents

AI agents

OpenAI's Leaked 'O' Agent: What Always-On AI Agents Would Mean for Your Business

A leak says OpenAI may debut persistent agent 'O' at DevDay. What always-on AI agents could change for your workflows — start with a free AI audit.

· 7 min read

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Microsoft Copilot Autopilot for business

Microsoft's New Copilot for Business: Home, Code, and the Always-On Autopilot Agent

Microsoft's Sept 25 Copilot overhaul adds Autopilot agents and a Code app builder. What it means for your business — free AI audit inside.

· 8 min read

Cyber defense team working in a security operations center

AI security

GPT-6 Cyber for Business: OpenAI's Security Model Automates Vulnerability Response

OpenAI may preview GPT-6 Cyber on Sep 29: a security model automating vulnerability detection and patching. What it means for your ops — free AI audit inside.

· 8 min read

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Marketing automation

AI-Native Marketing Automation Has Arrived: Phave Replaces Rules With Reasoning

Phave launched Sep 23: AI-native marketing automation that reasons instead of following rules. What the shift means for your stack — free AI audit inside.

· 8 min read

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AI models

Claude Opus 5.5 Is Here: Flagship-Level AI at 40% Lower Cost

Anthropic's Claude Opus 5.5 matches flagship AI performance at 40% lower cost. What cheaper models mean for your automation budget — get a free AI audit.

· 7 min read

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