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High Dimensional Research published a development update following their GrowthHax project. The company explained they are refining their product suite while making strategic decisions about future direction.

Current Approach

The team describes their methodology as "idiosyncratic," selectively deploying different models within their automation pipeline. They acknowledge that autonomous web navigation remains an active research challenge across the industry.

Short-term Plans

The company is integrating local models into Nolita, beginning with Ollama support. Additionally, they're developing explicit planning mechanisms into their agentic framework before navigation commences.

Future Direction

Looking ahead, they plan to redesign how their Memory Index processes information by incorporating planning considerations. Rather than relying primarily on search optimization for replaying navigation steps, they intend to shift toward graph similarity evaluation for identifying comparable pages.

The organization also plans to incubate complementary projects that work alongside Nolita while maintaining their regular maintenance schedule. They anticipate operating in exploratory mode throughout the next quarter.

Closing

The post concludes with gratitude toward their followers and a commitment to sharing future progress updates.