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
IPGeoAI uses a Transformer Encoder and LLM-derived semantic features to improve city-level IP geolocation accuracy and coverage, outperforming traditional methods.
From arXiv cs.AI
LLMs1 min read
Replacing old systems with new ones often leads to dual systems in production, with ongoing risks and incomplete replacements. Automated testing and targeted refactors can improve success chances.
From Simon Willison
Agents1 min read
The post details migrating a customer support agent from a notebook environment to Amazon Bedrock AgentCore, progressing through stages to reduce operational burdens and enhance deployment efficiency.
From AWS machine learning blog
Agents1 min read
Guidelines for developing production-grade, agent-based business process automations using Amazon Quick Automate, focusing on process selection, agent design, and evaluation.
From AWS machine learning blog
AI1 min read
MIT affiliates work with the MIT-IBM Computing Research Lab to translate theory into production systems for AI and quantum computing.
From MIT News: artificial intelligence
LLMs1 min read
IBM has integrated time series models with Confluent for real-time intelligence, enabling continuous data processing and analysis.
From Hugging Face blog
Models1 min read
Healthcare organizations can now integrate trusted healthcare data with ChatGPT, enabling secure access to patient context and medical research for clinicians.
From OpenAI news
Models1 min read
ChatGPT Ads has achieved a $1 billion annualized revenue run rate and is expanding its global reach, supporting broader access to AI through free and affordable options.
From OpenAI news
Models1 min read
OpenAI and Thailand’s MHESI initiate an eight-week program supporting 10 startups in health, wellness, and education to develop trusted AI products.
From OpenAI news
Models1 min read
ChatGPT for Teachers is expanding to 55 U.S. school systems, providing secure AI tools, training, and support to over 100,000 educators and staff.
From OpenAI news
Models1 min read
OpenAI's report discusses how ChatGPT supports ongoing learning beyond classrooms, aiding students and educators.
From OpenAI news
Models1 min read
loveholidays uses OpenAI Codex to enable teams to develop software more quickly and efficiently across the business.
From OpenAI news
Models1 min read
OpenAI's CFO highlights how improvements across hardware and software components enable more scalable and cost-effective AI solutions.
From OpenAI news
AI1 min read
MIT research proposes new materials to improve a fossil-fuel-free process for ammonia synthesis, which is crucial for fertilizer manufacturing.
From MIT News: artificial intelligence
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.
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.
