The Hallway Track

Databricks Data + AI Summit

data engineering enterprise

Dates
2026-06-15 → 2026-06-18
Location
San Francisco, CA (hybrid)
Ecosystem
enterprise data
Importance
8/10

Official site →

Related coverage & signals

Futures Issue 5: Agentic Enterprise Futures

Salesforce · Salesforce News · Sep 17, 2026

Salesforce is redefining what enterprise AI means for businesses.

“Salesforce is committed to driving AI adoption in every aspect of our business.”
Marc Benioff & Sam Altman | Dreamforce 2026

Sam Altman · Salesforce · Sep 16, 2026

AI models have improved dramatically and are now transforming enterprises.

“These models are in some ways going to become more capable smarter than people.”
Introducing Claude Fable 5.1 on AWS

AWS Machine Learning Blog · Sep 01, 2026

Claude Fable 5.1 launches on AWS Bedrock with mandatory 30-day data retention as a Covered Model

How AgentCore Gateway supports the MCP 2026-07-28 spec

AWS Machine Learning Blog · Jul 28, 2026

MCP's 2026-07-28 spec makes the protocol stateless, enabling standard HTTP horizontal scaling for enterprise agents

“remote MCP servers effectively become standard HTTPS endpoints, which scale cleanly with enterprise workloads”
Introducing OpenAI Presence

OpenAI · OpenAI Blog · Jul 22, 2026

OpenAI launches Presence, an enterprise platform for trusted voice and chat AI agents.

“a proven enterprise AI agent platform that helps organizations deploy trusted voice and chat agents for customer and internal workflows”
OpenAI to acquire Ona

OpenAI · OpenAI Blog · Jun 11, 2026

OpenAI plans to acquire Ona to expand Codex with persistent cloud environments for long-running AI agents.

Claude Opus 4.8 is now available on AWS

AWS Machine Learning Blog · May 28, 2026

Claude Opus 4.8 is now available on Amazon Bedrock and Claude Platform on AWS

“Opus 4.8 can hold a plan across stages, better track what it has done and what remains, and adjust course when something breaks rather than surfacing an error and stopping.”
I think Anthropic and OpenAI have found product-market fit

Simon Willison · May 27, 2026

Anthropic and OpenAI shifted enterprise pricing to API usage, signaling true product-market fit.

“I had assumed that companies making extensive use of agents were getting similar discounts. It turns out I could not have been more wrong about that.”
Scale AI coding agents while controlling costs with ug – the Unity Gateway CLI

Databricks · Sep 24, 2026

Databricks' Unity Gateway CLI lets enterprises govern and cost-control AI coding agents like Claude Code and Codex.

“From 0 to 60% I use Claude Code and the models are available there. 60 to 80% of the time I use Codex and a specific system model. And if I'm hitting 80-100% of my budget, I want to use a cheaper model like Kimmy.”
Shutting Off AI Would Be Anarchy

No Priors · Sep 04, 2026

AI verification and validation is crucial in chip development.

“it's like being in the 1990s, you have the internet, but they tell you that you can only use it from two to four o'clock.”
Hands on with Gemini 3.7 Flash

Google Developers (Google I/O) · Aug 17, 2026

Gemini Flash 3.7 cuts agent costs 10x vs frontier models while maintaining enterprise accuracy at scale.

“The best model for the job is the one that can do it reliably well for the lowest cost and the fastest.”
AI Mania Is Eviscerating Global Decision-Making

Simon Willison · Jul 19, 2026

Corporate AI mania is driving irrational decisions disconnected from actual tool experience

“I have seen an executive confess that they had never even used ChatGPT or any AI tool in their life, immediately after producing a technical strategy for an organisation with $2B+ in revenue which was entirely centered around AI.”
A scorecard for the AI age

OpenAI · OpenAI Blog · Jul 17, 2026

OpenAI CFO introduces four-metric AI scorecard to standardize ROI measurement for enterprises.