---
title: Agentic model research
description: Exploring efficient agentic models and optimized tool-calling architectures for agentic workflows.
source: ManticsCore
kind: intent_session
url: https://manticscore.com/clip/s-2a55acf653bf2e24
---

# Agentic model research

Exploring efficient agentic models and optimized tool-calling architectures for agentic workflows.

# Agentic model research
4 sources, one thread

Exploring efficient agentic models and optimized tool-calling architectures for agentic workflows.

# Muse Glimmer: A New Open-Weight Agent Model
AI at Meta introduces Muse Glimmer, a 30B-parameter open-weight model optimized for local, always-on agent workflows.

Muse Glimmer is an open-weight, 30B-parameter model built for agentic use cases. It delivers strong performance on key benchmarks compared with leading models in its size category and is designed to run entirely on local devices.

**Key Facts**

- Model name: Muse Glimmer
- Parameter count: 30B
- Type: Open-weight model
- Optimized for: Local, always-on agent workflows
- Performance: Strong results on key agentic benchmarks vs. similarly sized leading models

## Explore More
- [Explore More](https://api.manticscore.com/clip/s-2a55acf653bf2e24/go?u=https%3A%2F%2Fx.com%2Faiatmeta%2Fstatus%2F2086757844544811485%3Fs%3D46%26t%3DuOSySa6qNQ-rT8f-k3ZiGw) — See the full announcement thread from AI at Meta on X for additional details and benchmark comparisons.

# AI at Meta: Muse Glimmer Release
AI at Meta announces Muse Glimmer, available for download on Hugging Face, along with a technical blog post and additional resources.

This X (Twitter) post from AI at Meta shares links to download their new model/tool called Muse Glimmer on Hugging Face, a technical blog explaining the release, and a resources page for further information.

## Explore More
- [Explore More](https://api.manticscore.com/clip/s-2a55acf653bf2e24/go?u=https%3A%2F%2Fx.com%2Faiatmeta%2Fstatus%2F2086757850790109574%3Fs%3D12%26t%3DuOSySa6qNQ-rT8f-k3ZiGw) — Download Muse Glimmer on Hugging Face
Read the technical blog post
Find additional resources

# Nous Research: One Tool Replaces Twelve
Hermes had twelve separate browser tools. Browser Use mode swaps them for a single tool driven by @browser_use's CLI 3.0.

Instead of loading a dozen schemas into every request and issuing a tool call per click, the agent now writes a script to accomplish browser tasks. This reduces overhead while preserving performance.

**Key Results**

- Twelve browser tools consolidated into one
- Driven by @browser_use's CLI 3.0
- Agent writes a script instead of one tool call per click
- Token use cut 48-66% in tests
- No accuracy drop observed

# Agentic Web Development
Exploring how agents can make your site more agentic.

The best part is that the tool itself is agentic, allowing your agent to use it to enhance your site's agentic capabilities.

Full interactive version: https://manticscore.com/clip/s-2a55acf653bf2e24