As a business school professor, I think they both did fine but had gaps (o3 did a more sophisticated projection, Grok did a better pivot in the face of competition). Can't penalize Grok for no image creation, but it is generally is less tool-using & "agentic" than o3 currently.
AGENTS
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Grok AI Model Shows Interesting Self-Dialogue Behavior
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Wow, this is some… interesting? behavior from Grok? Not necessarily bad! I just haven't seen a model talk to itself while *not* in a thinking step like this.
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Mistral AI launches Devstral Small and Medium 2507
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BREAKING : Mistral AI released Devstral Small and Medium 2507, topping the scores on the SWE bench among open models. – devstral-small-2507 – $0.1/M input tokens and $0.3/M output tokens.
– devstral-medium-2507 – $0.4/M input tokens and $2/M output tokens. -
Rethinking Agent Architecture: New Paper Insights
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If you're building agents, now is the time to rethink the architecture. Checkout the Paper here: https://
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Why Small Language Models Excel for Agentic AI Applications
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Here’s why SLMs are a better choice for agentic AI: • High task accuracy on focused, repetitive tasks
• Lower memory usage and faster inference
• Huge cost savings over time
• Easy to slot into a hybrid setup with LLMs for general reasoning -
Small Language Models: Faster, Cheaper Alternatives for Agent Pipelines
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Instead of relying on large, general-purpose LLMs, consider using Small Language Models (SLMs) and integrating them into your agent pipeline. SLMs are faster, cheaper, and in many cases, just as effective for tool-like and repetitive tasks.
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Small Language Models and the Future of Agentic AI
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Small Language Models are the Future of Agentic AI! NVIDIA Research just dropped a paper that could change how you think about building agentic systems. Here is everything you need to know:
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Agentic Document Extraction Adds Field Extraction Capability
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Agentic Document Extraction now supports field extraction! Many doc extraction use cases extract specific fields from forms and other structured documents. You can now input a picture or PDF of an invoice, request the vendor name, item list, and prices, and get back the extracted… pic.twitter.com/dxguIt97OT
— Andrew Ng (@AndrewYNg) 10 juillet 2025Agentic Document Extraction now supports field extraction! Many doc extraction use cases extract specific fields from forms and other structured documents. You can now input a picture or PDF of an invoice, request the vendor name, item list, and prices, and get back the extracted
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Effective Multi-Agent Communication Systems Architecture
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You need to handle agents’ communications effectively. That’s the hardest part. It’s actually not that hard to do, I built these type of systems many times when I was working at Anthropic.
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Multi-Agent Architecture for Improved Model Performance
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By the way, you can basically make the "Grok heavy" version of any model by having multiple agents running tools in parallel, then checking notes together and deciding which one is the best answer. I may release an open source project for that.