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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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LLMs1 min read
arXiv:2609.13158v1 Announce Type: new Abstract: Large Vision--Language Models (LVLMs) are increasingly expected to perform visual question answering (VQA) over planar media. However, existing planar VQA benchmarks typically emphasize iso...
From arXiv cs.CL
Research1 min read
Soft-PNet, a neuro-symbolic model, achieves comparable performance to loss-engineered prototypical networks on tasks like MNIST-EvenOdd and Visual Sudoku with no loss engineering and reduced training time. It reframes concept grounding as a Metropolis walk, utilizing a prototype distribution for guidance.
From arXiv cs.AI
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.
Agents1 min read
DeepSeek released V4.1-Flash, a 763B model with native visual understanding and a novel architecture, prioritizing inference efficiency and lower costs. This release emphasizes a shift in DeepSeek’s research strategy.
From Latent Space
LLMs1 min read
Encode-prefill-decode (EPD) disaggregation optimizes inference for multimodal models by separating the vision encoder stage. This technique improves throughput and reduces latency for models processing both visual and textual data.
From NVIDIA technical blog
Research1 min read
Scaffold is a framework for visual web agents that learns and improves through recursive skill abstraction and compression. The system achieves significant performance gains across multiple benchmarks and demonstrates self-improvement capabilities without library collapse.
From arXiv cs.AI
LLMs1 min read
MedProb is a probing framework that predicts multiple-choice Med-VQA answers from frozen vision-language model representations without free-text generation, outperforming prompting methods.
From arXiv cs.CL
LLMs1 min read
GPT-6 Astra demonstrates improved attention to detail, understanding, and output complexity, especially in 3D modeling tasks, compared to previous models.
From Simon Willison
LLMs1 min read
Astra produces better visual outputs than Sol at similar or lower token costs, with lower input token counts and improved image quality across reasoning levels.
From Simon Willison
Agents1 min read
Amazon announced a method to embed Quick Sight visuals into React apps with per-user access control using Cognito and Lambda, deployed via CloudFormation.
From AWS machine learning blog
Agents1 min read
A global broker built an automated pipeline using Amazon Bedrock AgentCore to analyze .NET code, generate diagrams, and maintain searchable documentation via AWS services.
From AWS machine learning blog
Models1 min read
Google AI revealed Gemini 3.7 Flash and a student plan offering free access for one year, alongside visual updates including a Pixel phone and new branding elements.
From Google AI blog
LLMs1 min read
A new tool enables displaying GeoJSON files on maps and exporting them as PNGs, with data sourced from government boundaries using AI assistance.
From Simon Willison
Models1 min read
Google AI announced Google Pics, a tool integrated into Google Workspace for image creation and editing, aimed at simplifying visual content management.
From Google AI blog
Models1 min read
Google Search now offers new ways to explore and upgrade home decor, including visual ideas and style suggestions, aiding users in planning interior design projects.
From Google AI blog
Models1 min read
Sheets canvas allows users to visualize spreadsheet data interactively, as demonstrated in a recent video. It aims to improve data presentation and analysis within Google Sheets.
From Google AI blog
Models1 min read
Google Images logo surrounded by illustrations of people searching for different images
From Google AI blog
Research1 min read
Flint is an open-source visualization language enabling AI agents to generate expressive charts from concise specifications. It provides a middle ground between simple chart specifications and complex manual chart creation.
From Microsoft Research
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.
