Sarvam Vision, a 3B state-space VLM built entirely in India, beats models 100x larger at Indic document AI.
“India is largely absent from the machine-readable world.”
Latest signals
Every signal tracked from the world's AI conferences — 4,665 talks, quotes & announcements, newest first.
LangChain adds cron-based schedules to Managed Deep Agents for recurring, tool-invoking messages delivered to Slack.
“Schedules can be configured and added to your agent to allow it to send recurring or regular messages that invoke its tools or leverage context that it has available.”
Google DeepMind adds private, server-side memory to Private AI Compute for personal AI.
“Introducing private, server-side memory to Private AI Compute for personal AI.”
Perceptron AI wants to unify VLMs, VLAs, and world models into 'embodied foundational models' for real-time physical-world interaction.
“we want to move away from the distinction between VLM, VLA, world models, whatever you want to call it, to what we call embodied fundamental models”
70% of cloud outages are change-related; Azure now uses AI/ML and chaos engineering to detect and resolve failures without humans.
“70% of outages in the cloud and kind of at the industry scale are change related in some way.”
NVIDIA gave Unsloth a DGX Station to accelerate its model quantization and RL research.
“We're going to be use utilizing this to do all of the models. And just provide more and more for the community.”
OpenAI marks two years of OpenAI Academy, expanding AI skills training to more communities.
NVIDIA's SWE-Serve benchmark tests whether AI coding agents' patches work in live model serving, not just local tests.
“An AI coding agent’s patch can pass tests yet fail when the server loads a real model and handles requests.”
AI agents can rebuild food systems by automating tasks like pasture rotation for grass grazing.
“I use artificial intelligence agents all day long. I didn't remember any of the syntax. I don't know any specific programming language, but I'll develop something this weekend.”
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HSS built MD360 on Databricks Lakehouse to eliminate provider administrative burden while keeping AI cautious for healthcare safety.
“Today, the only thing holding us back is our imagination and willingness to change what we often believe has always been the way things have been done”
Today's top vision models fail at basic visual reasoning, relying on pattern recognition over spatial understanding.
“there's actually a big gap between how these models handle visual thinking and how humans do it”
NOL Universe scaled to 1,000+ users on Databricks Genie, cutting operating costs while empowering non-technical staff.
“With Databricks Genie, we don't just service tools, we empower thousands of users to actually use data.”
Salesforce's Piper AI SDR agent now delivers live, dynamically assembled sales presentations to website visitors.
“she's able to dynamically stitch together custom presentations on the fly and deliver those”
Reducto's intelligent document processing lets AI teams turn complex unstructured data into agents that do real work.
“From information synthesis products to real agents that do the work.”
LangChain has evolved from an open source framework into a full agent development lifecycle platform anchored by LangSmith.
“Turns out building the agent is really fun. Super fun. And kind of easy now, but actually keeping it from going completely sideways in production is the hard part.”
Meta uses multi-agent systems and specialized small VLMs to detect modality mismatch and attribute originality in short-form video at scale.
“So, the real data is very chaotic. We're talking about a scale of over 100 million and much more viral content.”
Databricks Unity AI Gateway centralizes access control, model routing, and cost tracking for AI models and agents.
“You define access and costs once in a single control panel instead of configuring each tool separately.”
Developers should stop deploying vision language models directly and instead use them with specialized model tools via a toolkit.
“your coding agent is a bit of a computer vision engineer”
AI genomic language models like Evo 2 can now generate functional virus genomes, making bio-security an AI arms race.
“cyber-warfare defensive capabilities need to be open and to keep pace with frontier models' attack capabilities”
LlamaIndex positions itself as the document context layer powering RAG for AI agents in 2026.
“today we are essentially the main document infrastructure for AI agents”
OpenAI extends its Daybreak cyber program to Ukraine's government to defend civilian infrastructure.
Concurrence uses Databricks Unity Gateway to govern clinical AI agents at trillion-token scale.
Sam Altman urged the UN Security Council to prioritize AI safety, human control, and international cooperation.