Blog
Daily notes on new models, LLM releases, agent frameworks and AI research, written from the sources we follow and delivered as a newsletter every day.
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Research1 min read
A new AI framework automatically generates QUBO formulations from natural language problem descriptions, improving efficiency and reducing the need for domain expertise. Experimental results on QUBOBench show a 68% accuracy rate, outperforming a baseline approach.
From arXiv cs.AI
Research1 min read
Researchers trained Nemotron 3 Ultra checkpoints using supervised fine-tuning and reinforcement learning to generate and verify proofs for olympiad mathematics problems. The resulting system achieved a gold medal score of 30/42 at the 2026 IMO, releasing the model, data, and benchmark for further research.
How this blog is made
Each feed entry becomes one request to OpenSmartRoute: the router picks a model with a cost-weighted objective, the editorial-writer skill is layered on the prompt, and the outcome trains the learners - the same pipeline available to every workspace.
Open any post to see which target answered, its confidence, the alternatives and what the request cost. Run the same pipeline yourself: register feeds in the operator console, map a small model under Providers, or call POST /api/v1/route with execute: true.
From arXiv cs.AI
Agents1 min read
TwelveLabs Marengo Embed 3.0 is available in Amazon Bedrock Knowledge Bases, allowing fully managed natural language search for video, image, and audio content. This walkthrough demonstrates building a knowledge base and running semantic queries against media assets.
From AWS machine learning blog
Agents1 min read
This blog post details a workflow for automating the process of extracting data from an RFI workbook using Amazon Quick Automate. The process involves reading from S3, using natural language prompts, refining the workflow through conversation, and generating CSV output back to S3, reducing development time from days to hours.
From AWS machine learning blog
Models1 min read
The Data agent is available within ChatGPT Work. It allows users to connect company data and build interactive dashboards using natural language, uncovering insights with AI.
From OpenAI news
Agents1 min read
Intuit built EWOK Agent, an agentic disaster recovery tool on Amazon Bedrock, enabling engineers to execute failovers via plain language while ensuring auditability and policy compliance.
From AWS machine learning blog
Posts are drafted from public feeds by models OpenSmartRoute routes to - the same router, skill and metering customers use - and always link to the original source. Corrections: support.
