Zentor Research

The AI agent context problem is why your assistant forgets what you told it in every new chat. Here's what's missing and how to keep context in one place.

Microsoft Agensh coordinates up to 1,024 agents without a central dispatcher. Read the benchmark limits, MIT release details, and what you can run today.

Text-based AI agents take requests in familiar chats. Compare Instinct, Folk, Ollie, Miso and others by task, cost, memory controls and account access.

Why are banks blocking AI agents? See what JPMorgan, Morgan Stanley and others actually restricted in October 2026, and why read-only access differs.

Meta Muse share links exposed private chats through discoverable DNS records. See what Claroc found, Meta's response, and how to limit personal agent access.

Claude Duet is Anthropic's proactive agent. See its background work, approvals, US waitlist, usage limits, and research-preview restrictions.

Wabi ai assistant is now open to all. See how its shared chats and generated mini-apps work, what access it asks for, and where its free label stops.

STEPX Neo puts Amoo in Step AOS rather than an app. See how its MCP services, China price, partners and OS-level permissions change the agent phone pitch.

The ChatGPT Chrome agent can read and act in signed-in tabs. Check October 2026 availability, site permissions and the evidence before giving it access.

Wix Symphony agentic payments let agents pay after owner approval. Check Link card limits, the 10-minute approval window, retry safeguards and US rollout.

JPMorgan has blocked external AI agents from logging into Chase retail accounts. See what read-only sharing still allows and how to keep payments safe.

Copilot Studio model retirement moves GPT-5.3 Chat and GPT-5.4 Reasoning agents on October 15. Check affected agents, replacements, risks and tests.

OpenAI Dots price explained: the first Dot comes with Pro, yet one Dot ran 300K+ tokens in a day unprompted. What it costs and if it's worth it.

Long-horizon AI agents keep a task going after the chat ends: they save progress, wait, and resume. How they work and the permissions to check first.

Meta Muse Charm is a pocket device for talking with Muse. See what Meta has confirmed, what remains unknown, and what to watch before release.

Manus 2.0 changes the agent stack, Studio, automations, and Cue. See which updates matter for everyday document and workflow tasks.

Why Amazon blocked Meta Muse on its store, what each company says about credentials, and how Shopify and Amazon's own seller agent redraw shopping access.

Why Amazon blocked Meta Muse, how Stripe Link checkout works, and what the dispute reveals about platform control in agentic shopping today.

Amazon blocks Meta Muse ordering, exposing agentic shopping conflicts over platform control, ad revenue, permissions, credentials, and trust.

typesafe computer use drives macOS with OCR and a small classifier for about $0.0002 a step. How the loop works, what it costs, and where it breaks.

Bespoke Nimble is a Qwen3.5-9B LoRA that picks from your answer list instead of writing text. Benchmarks, hardware needs and the missing LICENSE.

BlitzStrike is an MCP server bundling a 130-tool catalogue and 57 escalation chains for AI agents. What it is, and what it means for MCP security.

TypeSafe Jev returns typed decisions instead of text your code has to parse back. How jev-ultrafast and openjev use it, and why agent builders care.

Arxiv ai paper trends: 6.5× growth 2018-2025 (17,635 → 114,888). cs.AI grew 13×, output now compounds at 31% CAGR, doubles every 2.3 years.

Hugging face hub state 2026: Qwen leads at 399M downloads, Apache 2.0 covers 49% of top-1k licenses, top-5 orgs concentrate 46% of all volume.

Ai coding tools 2026: Claude Code surpassed GitHub Copilot's 5-year peak by 6× in twelve months. Cursor AI sits at single-digit interest.

The ai sdk landscape in 2026: OpenAI 32% share, Anthropic +962% in 12mo, Vercel ai 5× LangChain JS, stars-per-download diverges 56× across 6 SDKs.