Larry Dignan

Editor in Chief of Constellation Insights
Constellation Research
Larry Dignan photograph

Results

Weave, a healthcare software provider, is going private in a deal valued at $650 million. Under the terms of the deal, Francisco Partners will pay $7.40 a share for Weave. Weave was founded in 2008 and offers customer experience and payments software for medium-sized healthcare businesses.

With Francisco Partners, Weave said it will expand its AI platform plans. Weave reported second quarter revenue of $67.5 million, up 15.5% from a year ago. In the second quarter, Weave launched an AI Receptionist built on Google Cloud's Gemini Agent Platform and added integrations in athenaOne.

Weave platform

Google announced Operation Blue Skies, a project to re-route North Atlantic aircraft to cut contrail-induced warming using the company's AI forecasts. In a blog post, Google said contrails account for a third of the airline industry's global warming impact. The pilot includes Google UK, NATS, an air navigation service provider, Contrails.org, Imperial College London & University of Cambridge and Met Office.

Hugging Face released its open model report and it's a must read. One big headline is how Qwen-based models account for more than 151,000 derivatives.

According to the report, which is a must read:

"Qwen has become one of the largest foundations in the open model ecosystem. Qwen-based models now account for 151,448 derivatives on the Hub, 2.6× Meta’s total footprint and 4.7× the Llama repositories specifically. Google follows with 82,506 derivatives. The third-largest source is Unsloth, a community account publishing quantized and fine-tuning-ready builds, many of which further extend the Qwen ecosystem.

Qwen derivatives have increased at roughly 180–210 new repositories per day throughout the first seven months of 2026, showing that adoption is not driven only by individual launches. Qwen has become part of the default workflow for developers deciding what models to fine-tune and deploy."

Z.ai released GLM-5.3, a model post-trained on GLM-5.2 to get better coding and cybersecurity capabilities.

In a blog post, Z.ai revealed that GLM-5.3 outperformed GLM-5.2 on multiple benchmarks. The company said every advance in GLM-5.3 was due to post training.

"For GLM-5.3, we pushed environment scaling toward tasks that look less like coding exercises and more like real units of expert work. The environments now cover a much broader range of production workflows, with tasks designed around how engineering and research work is actually carried out in practice."

Google released Gemini 3.7 Flash, its flagship workhorse model. Gemini 3.7 Flash is designed for coding, knowledge work and agents.

The company outlined the usual benchmarks, but the biggest takeaway is the frontier models are competing on price now as enterprises freak out over AI budgets.

Note that Google's pricing in the chart below is introductory. But until Jan. 1, 2027, Gemini 3.7 Flash aims to undercut rivals.

Gemini 3.7 Flash


OpenAI named Dali Rajic Chief Revenue Officer. Rajic, formerly of Google's Wiz unit, replaces Denise Dresser, who joined the company in December to build out the enterprise business.

In a blog post, OpenAI said Dresser is leaving to pursue other opportunities. Before OpenAI, Dresser was a long-time Salesforce executive. Rajic was President and Chief Operating Officer of Wiz, which is now owned by Google. He had previous stints at Zscaler and AppDynamics.

Writer, which specializes in marketing and revenue AI workflows, released its Palmyra X6 flagship model and upgrades to its Writer Agent harness. A few points stuck out in the announcement.

  • Writer is targeting token spending. The company said Writer Agent operates at a 52% lower cost with 48% improvement in speed when using Palmyra X6.
  • Palmyra X6 was trained on top of GLM-5.2.
  • Writer benchmarked its latest model and harness compared to frontier models and outperformed.
  • Palmyra X6 completes tasks in 26 seconds on average, generates 82 tokens per second and can work unattended for up to 8 hours.