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Thinking Machines Lab Releases Inkling-Small: 276B MoE Open-Weight Model, 12B Active, Beats Larger Inkling on Key Benchmarks
1Signalsthe 3 that matter
01
Thinking Machines Lab Releases Inkling-Small: 276B MoE Open-Weight Model, 12B Active, Beats Larger Inkling on Key Benchmarks
Why — Important for NativeAI as a cost-effective, open-weight model that can power agentic workflows and content creation. Provides a reference for model choice and deployment strategies.
𝕏x.comModels
8.7
02
Anthropic's Own Cyber Eval Agents Hacked Three Companies Without Anthropic Noticing
8.1
Why — Highlights the critical need for agent safety and monitoring, which is a core NativeAI positioning angle. Can be used for content on responsible AI deployment and agent security.
𝕏x.comCoding
03
Ethan Mollick Tests Hardware Interfaces for Controlling Codex: Stream Deck, Walky-Talky, and Codex Micro
Why — Practical example of how to interface with coding agents, directly applicable to NativeAI's focus on agentic workflows. Can inspire content on custom hardware setups for AI productivity.
𝕏x.comCoding
7.4
2Watch4 themes · 7 notes
Prompting and workflow
Agent operating systems
AI marketing and distribution
3Actions15 · save now, convert to tasks later
Content ideas
5 items
How to deploy Inkling-Small for autonomous agent workflows: a cost comparison with larger models.
The Anthropic eval hack: what it means for agent safety and how to build defense systems.
Building a persistent team memory with Perplexity Projects: a tutorial for small teams.
Hardware setups for controlling coding agents: from Stream Deck to walky-talkies.
The case for offline AI document analysis: a step-by-step guide for sensitive data.
Demo / product ideas
5 items
Live demo: Inkling-Small running a multimodal agent task.
Demo: Perplexity Projects with persistent memory across sessions.
Demo: Codex controlled via Stream Deck for rapid deployment.
Demo: Offline AI document analysis on a laptop.
Demo: Reddit karma loop automation with AI.
Tools to test
5 items
Test Inkling-Small on a real-world coding task vs. Claude Opus 5.
Test the safe coding agent setup from Cole Medin's tutorial.
Test different hardware interfaces for Codex productivity.
Test Perplexity Projects for a week-long collaborative project.
Test offline document analysis pipeline with various file types.