How to Fine-Tune Llama 3 for Custom Tool Calling with Unsloth in Python
Llama 3 is a capable generalist, but that’s exactly the problem when you need an agent that reliably outputs structured JSON for a specific API.
ICYMI: What landed for AI builders in September 2026
A recap of the latest Amazon Bedrock, Amazon Bedrock AgentCore, and Strands updates from September 2026 At AWS, we believe the fastest path to enterprise AI is giving builders real choice at every layer: model, runtime, and tooling. That belief shapes how we invest across Amazon Bedrock, AgentCore, and Strands. Amazon Bedrock continues expanding access …
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Welcome to Gemini at Work 2026: Introducing the Gemini agent
Editor’s note: This article is adapted from Thomas Kurian’s keynote address at Gemini at Work 2026. It includes a number of announcements: Gemini, a single, universal agent for work that answers your questions, handles your knowledge work, creates your images and media, and writes and runs code. Inline in Workspace, Gemini works directly inside Gmail, …
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Tesla’s ‘Full Self-Driving’ Becomes ‘Assisted Driving’ in Europe
The automaker has been criticized for misleading drivers with the feature’s name. Now it’s renaming it for European regulators.
AI image watermarks can survive new model training, but durability varies by design
Watermarks are increasingly being used to make AI-generated images recognizable and to ensure their origin can be traced. Previous research has focused on whether watermarks can withstand image manipulation. CISPA researcher Michel Meintz from the SprintML Lab has investigated whether watermarks can withstand the training of a new generative model.
[MiniMax-H3] Subtle expressions and natural pauses without any prompting
There are plenty of videos around with characters that look like AI or have plastic skin or talk like a robot. What about emotions, or subtle facial expressions, or natural pauses? The solutions and advice usually offered include complex prompt guides or access to paid platforms. I don’t like that. Paid platforms, I mean. I …
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Evaluating Graph-RAG vs. Standard RAG: A Hallucination Benchmark on Fact-Dense Queries
In this article, you will learn how to benchmark a deterministic 3-Tiered Graph-RAG system against a standard vector RAG pipeline on fact-dense queries, and what…
Normalizing Trajectory Models
Diffusion-based models decompose sampling into many small Gaussian denoising steps, an assumption that breaks down when generation is compressed to a few coarse transitions. Existing few-step methods address this through distillation, consistency training, or adversarial objectives, but sacrifice the likelihood framework in the process. We introduce Normalizing Trajectory Models (NTM), which models each reverse step …
Pay-per-inference for AI agents: How BlockRun and Incarna use Amazon Bedrock AgentCore payments
When an AI agent runs, it often needs to buy something to finish a task: a model inference, an API response, access web content, or a call to another agent. These purchases are small and frequent, sometimes a fraction of a cent each, and they happen inside the agent’s loop with no person available to …
Innovation in Ireland: How Irish brands scale with Gemini Enterprise
In recent decades, Ireland has grown into a vibrant hub for global technology. As modernization accelerates, Irish organizations — spanning government agencies, established enterprise brands, and growing startups in AI and other areas — are all advancing their technical foundations. Today, leaders across the country are injecting agentic AI into every layer of their business …
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