Databricks introduces a Unity Gateway CLI to deploy and manage coding agents at scale.
Latest signals
Every signal tracked from the world's AI conferences — 4,665 talks, quotes & announcements, newest first.
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AWS released a WhisperX Deep Learning Container for deploying speaker-labeled, word-level transcription on SageMaker AI.
“WhisperX closes both gaps. It wraps OpenAI's Whisper with batched inference, adds wav2vec2 forced alignment for precise per-word timestamps, and adds speaker diarization to label who spoke.”
AWS shows how to build multi-account AI agents querying distributed data via AgentCore Gateway and MCP.
“The goal is to let data stay where it already lives, in each line-of-business (LOB) account.”
Aderant built an Amazon Nova-powered ticket triage system hitting ~96% routing accuracy for under $30/month.
Salesforce demos Claude AI integrated into its platform at Dreamforce 2026 to surface deal signals and take CRM actions.
“Everything you see here is something that I specifically asked for and Claude helped me bring it together.”
NVIDIA marks 10 years of DGX, evolving from a single system into the blueprint for modern AI factories.
“And now with the NVIDIA Vera Rubin rack-scale system, we are seeing up to a 10x reduction in inference token cost, crucial for today's agentic AI workloads.”
Microsoft SQL engine adds agentic RAG and chat completion by calling AI models via REST from stored procedures.
“It's the number one AI functionality we built into the engine for SQL 25 and Azure SQL for Hyperscale.”
MIT researcher connected an AI agent to a physical shape display to explore embodied AI identity.
“No one had ever let an AI inhabit it before.”
In science, AI made thinking cheap but experiments remain the bottleneck, forcing biotech to adapt.
“Thinking got cheap and doing did not”
Jensen Huang argues America must embrace open source models—including Chinese ones—to win the AI race.
“If we want to win the AI race, it's not about a few tech companies winning that race. This is about every company in America, every industry, every researcher, every teacher, every student, every startup. Everyone wins.”
Microsoft makes Routines in Foundry Agent Service generally available for scheduled and event-driven agents.
“Routines bring managed agent execution into Foundry Agent Service.”
Skydio uses agent orchestration to let one operator control large fleets of autonomous drones simultaneously.
“Thousands of these drones are now deployed across the country—at energy companies, public safety agencies, and construction firms.”
Databricks CEO says humanity needs a decade to understand and implement AI across all organizations.
“It will take humanity at least a decade to understand and implement AI. We need to actually reengineer the processes of all organizations on the planet. So, this will take a lot of time.”
NVIDIA details Mixture-of-experts training methods to efficiently scale biological foundation models.
“Mixture-of-experts (MoE) architectures take a different approach to scaling by using many subnetworks, or experts, while activating only a small subset for each token.”
Salesforce launches AIforce, opening its platform capabilities to any AI agent without requiring the Salesforce UI.
“Agents need a different entrance into the enterprise. That's why we opened up Salesforce and all of its trusted capabilities to any AI, any interface, any agent, without requiring a Salesforce UI.”
Dyna Robotics is building reliable, commercially deployable general-purpose manipulation policies, not just demos.
“Robot Demos Are Easy. Reliability Is Hard”
LangChain launches LangSmith fine-tuning in public beta with SmithTune, a CLI to post-train models from agent traces.
“today we're launching LangSmith fine-tuning in public beta with SmithTune, a CLI to allow you to post-train models from your LangSmith traces in one workflow”
LangChain introduces LangSmith Custom Apps for building custom interfaces around agent data
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Physical AI's real bottleneck is scarce, natural robot training video, not the models.
“AI is no longer the hard part, the data is what's important.”
MoonLake AI is building modeling infrastructure for practical physical, embodied AI grounded in causality.
“The North Star for AI, and indeed for cognitive science, will always be to understand and develop how to create embodied intelligence.”
Robotics has appeared 'almost here' for 70 years despite current physical-AI hype reaching its peak.
“robotics has been "almost here" for the last 70 years.”
Claude Opus 5.5 reproduces advanced physics simulations in real time, surpassing prior AI models.
“it is capable of running autonomously unattended for over 18 hours”