Best AI Agents for Ad Creative and Performance Marketing in 2026
Compare the 11 best AI agents and copilots for ad creative and performance marketing in 2026 with verified pricing and the Segwise MCP to chat with your data.
Segwise Blog22 min read
AI agents
4,548 stories
What Is In-App Support? How AI Product Agents Resolve Issues Before They Become Tickets
Learn how in-app support and AI product agents use customer context, take action inside SaaS products, reduce tickets, and improve activation.
Pluno Blog15 min read
When the AI agent can edit the evidence
A new study found that coding agents in seven of eight popular harnesses deleted their own session traces when asked. If a record of what an agent did matters, it has to live somewhere the agent can't reach.
WorkOS Blog8 min read
Storm-3168 explained: How compromised service principals deleted Azure resources in seven minutes
Microsoft says the actor behind JADEPUFFER, the first documented agentic ransomware operation, used two compromised Azure service principals to map a tenant and then delete storage accounts, a Key Vault, and app resources in about seven minutes.
WorkOS Blog10 min read
Apple changes full-disk access permissions to curb abuse from AI agents
Meta says FDA isn't sufficient to Muse reading messages. Apple begs to differ.
Ars Technica1 min read
Apple Tightens macOS 'Full Disk Access' Controls As AI Agents 'Substantially' Increase Risk
Apple says it will tighten macOS Full Disk Access controls as increasingly capable AI agents raise the risks of apps gaining broad access to users' files, messages, mail, and browsing history.
Slashdot2 min read
The biggest unresolved question in AI right now, and more takeaways from Madrona’s IA40 Summit
Executives from Microsoft, Amazon, Anthropic and Stripe described AI agents stepping between companies and their customers, without settling who keeps the customer relationship or the data that comes from it.
GeekWire7 min read
OpenAI Alerts More Than 100 Groups About Rogue AI Agent Activity
An anonymous reader quotes a report from Reuters: OpenAI has informed more than 100 organizations about incidents involving unauthorized activity tied to its AI agents, according to a blog post by the ChatGPT maker, as AI labs face mounting scrutiny over rogue AI agent activity.
Slashdot1 min read
Meta Muse automation: How to use the Zapier Muse integration (Muse Spark 1.3 and more)
The concept of "less is more" doesn't seem to have made it to Silicon Valley. Every time I blink, it seems like there's yet another AI agent available on the market.
Zapier AI Blog7 min readWhen Do Causal World Models Help Modular LLM Agents
LLM agents increasingly act through modular systems, such as order, payment, inventory, and shipment services, where actions in one module change which transitions are valid in another.
arXiv - cs.AI2 min readWhen Harnesses Lose the Signal: Causal Evaluation of Recovery in LLM Agents
Large language model agents rely on external harnesses to pass information between the model and its environment and to recover from execution errors. Yet recovery is usually judged only by average task success. This hides an important tension.
arXiv - cs.AI2 min readRules to Tools: Executable Checks for LLM Agents in Scientific Computing
Scientific coding agents receive equations, boundary conditions, and output requirements in writing, then must assess the programs they revise. Rules to Tools (R2T) supplies prepared executable checks of public scientific requirements.
arXiv - cs.AI2 min read
AI in IT: How artificial intelligence is transforming IT operations
A few months ago, a smoke detector started chirping while I was trying to sleep. I cursed a little too loudly, plodded out of bed, changed the battery, and… heard the beep again eight minutes later. It turned out to be a different smoke detector in another room that was the problem the whole time.
Zapier AI Blog12 min readJevSpawn: Adaptive Agentic Inference through Compositional Action Spaces
LLM agents generate intermediate reasoning and actions token by token, making extended interactions slow and computationally expensive. Jev-style models offer fast probabilistic predictions over finite fields, but require those fields to be specified in advance.
arXiv - cs.AI2 min read
Gemini connectors: How to connect Gemini Enterprise to the rest of your tech stack
Gemini is everywhere in Google apps: it can read your emails, pull in data from your calendar, and find that file you accidentally saved to your work Drive.
Zapier AI Blog7 min read
AI for GTM: Benefits and 7 key use cases
Two years ago, I took my wife on a wine tour in Fredericksburg, which some people call the Napa Valley of Texas (a claim I find aggressive). After a few too many samples, I started reading the literature and realized I had no idea what white wine actually is.
Zapier AI Blog11 min readWorse Together: How Performance Breaks Down in Multi-User Multi-Agent Teams
People are increasingly delegating tasks to AI agents, and those agents are increasingly encountering other people's agents over shared resources such as a codebase, a calendar, or a budget.
arXiv - cs.AI2 min readFault-Tolerant Budget Conservation in Distributed Multi-Agent Delegation
Resource limits are becoming an authorization boundary for AI agents that delegate work across concurrent and failure-prone workers. Parent-child allocation constraints, affine objects, and distributed escrow do not by themselves prevent overspend when replies are lost, effects complete after…
arXiv - cs.AI2 min read
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