Morningstar deployed LangSmith to gain observability into production AI agents after flying blind
“Without LangSmith, we didn't have a common language for observability and tracing. And so debugging becomes anecdotal.”
Latest signals
Every signal tracked from the world's AI conferences — 4,665 talks, quotes & announcements, newest first.
Apple adjusts App Store proceeds in Morocco, Congo, and Tanzania due to new VAT/DST rules
Bitter Lesson means scale computation via search and learning, not human knowledge injection
“don't be distracted by human knowledge as AI traditionally has been many times. Instead focus on learning methods that will scale with computation like search and like learning.”
OpenAI GPT-5.6 models now available on Amazon Bedrock with India-only data residency
Unblocked's context engine solves the agent knowledge-reset problem by delivering organizational context continuously
“Agents are like new employees. they reset their knowledge every time you start a new task.”
Knight Capital lost $440M in 45 minutes from a software bug in 2012, destroying the firm.
Microsoft opens Copilot Components public preview in SharePoint Framework, targeting October 2026 GA.
“Instead of a text-only answer, your agent can bring a real UI – cards, forms, actions, and business data – into the conversation.”
Together AI built a benchmark to test whether frontier LLMs can generate efficient multi-GPU kernels
“we've sort of shifted the bottleneck to multi-GPU communication”
Databricks LakeFlow Designer offers no-code visual pipeline building that generates real Python/SQL code
“I think the short answer is everybody could”
Google DeepMind launched Gemini Omni 1.1 Flash with enhanced developer control features
Deepgram adds billing transparency and GPU-level observability to SageMaker AI speech deployments.
NVIDIA MPS cuts ASR GPU infrastructure 75% while maintaining sub-second latency at 92 RPS.
“CUDA MPS partitions the GPU into 4 concurrent instances at 25% SM each, achieving 92.1 RPS with only 4 GPUs”
Microsoft launched an intelligent terminal for Windows to streamline AI agent interactions from the command line
“an experimental terminal experience that we're providing that makes it more seamless to work with agents while working with a terminal prompt”
VS Code SQL projects now offer offline IntelliSense and real-time schema error detection
“developers are getting AI. And so your database has to continue to change with the rest of your application.”
Microsoft Build 2026 debuts agent-friendly terminal, WSL containers, and 75+ Unix utilities for Windows developers
“intelligent terminal, which is an experimental terminal experience that we're providing that makes it more seamless to work with agents while working with a terminal prompt”
C# 15 will introduce union types, shipping in November 2026
“It's like it's either a cow, a sheep, or a pig, and then uh use that type uh in a strongly typed fashion.”
C# 15 will add union types, shipping November with preview available now
“It's like it's either a cow, a sheep, or a pig, and then uh use that type uh in a strongly typed fashion.”
Shapley values could fairly compensate web publishers when AI uses their content
“In web search, we can run simulations of if we did not have access to this URL or this domain or this collection of them, how would the agent perform?”
Anthropic's Mike Krieger left CPO role to build with AI as Fable and predecessor Mythos emerged
“I actually just need to shift. It's like way too interesting a time.”
Google integrates hotel booking, airfare tracking, and loyalty rewards into AI Mode Search
Databricks is presenting Lakebase, streaming, and lakehouse innovations at VLDB 2026.
Best Buy reports 45% of AI agent sessions on major platforms involve shopping queries.
“right now about 45% of all agent sessions that happen within major providers like chat.gbt.com and Google Gemini are related to shopping”
Apple's Game Porting Toolkit now uses AI coding agents to accelerate game porting
“dramatically cuts the time it takes to bring games to Apple platforms by adding AI skills for coding agents”
Databricks argues QSR reports miss decision-critical insights on limited-time offers