Ricursive has released Ripple-65B Preview, a new artificial intelligence model designed to automate advanced chip design.reported VentureBeat reported that the company published this general-purpose variant under the Apache 2.0 license, making the weights openly available for developers to inspect and modify.reportedThis new tool helps computers design computer chips, and it is cheap to run.The release provides a foundation model for hardware EDA workflows.
Evidence: reported
Ricursive releases Ripple-65B Preview, a general-purpose variant of its AI model for automating advanced chip design, under Apache 2.0, costing $0.60/1M output (Carl Franzen/VentureBeat)aifleet-techmeme
Evidence: reported
Ricursive releases Ripple-65B Preview, a general-purpose variant of its AI model for automating advanced chip design, under Apache 2.0, costing $0.60/1M output (Carl Franzen/VentureBeat)aifleet-techmeme
The figures
The source material states the model costs $0.60 per million output tokens.reported The model is named Ripple-65B.reported
Evidence: reported
Ricursive releases Ripple-65B Preview, a general-purpose variant of its AI model for automating advanced chip design, under Apache 2.0, costing $0.60/1M output (Carl Franzen/VentureBeat)aifleet-techmeme
Evidence: reported
Ricursive releases Ripple-65B Preview, a general-purpose variant of its AI model for automating advanced chip design, under Apache 2.0, costing $0.60/1M output (Carl Franzen/VentureBeat)aifleet-techmeme
Behind the figures
The source material does not explain the methodology used to calculate the pricing tier or the specific hardware requirements for inference. It also does not detail the benchmarking process for the performance claims mentioned in the summary.
What it means for your stack
Developers can integrate this model into their workflows without proprietary license restrictions, thanks to the Apache 2.0 terms.reported The stated cost per output suggests it may be viable for high-volume generation tasks within semiconductor development pipelines.
Evidence: reported
Ricursive releases Ripple-65B Preview, a general-purpose variant of its AI model for automating advanced chip design, under Apache 2.0, costing $0.60/1M output (Carl Franzen/VentureBeat)aifleet-techmeme
Building on this
Inference engineers can deploy Ripple-65B for automating aspects of advanced chip design.reported The open weights allow for local hosting or fine-tuning on specific hardware datasets. The model is described as a general-purpose variant.
Evidence: reported
Ricursive releases Ripple-65B Preview, a general-purpose variant of its AI model for automating advanced chip design, under Apache 2.0, costing $0.60/1M output (Carl Franzen/VentureBeat)aifleet-techmeme
Why it matters
- The Apache 2.0 license allows commercial use without royalty fees, reducing legal overhead for chip startups.
- The $0.60 per million token price point provides a specific cost metric for inference evaluation.
- Open weights enable engineers to audit the model for safety or bias before integrating it into critical design flows.
- A general-purpose variant reduces the need for multiple specialized models in the same pipeline.
Topics: models, chip design, open source, inference
Updated
Then / now / next
Chip design automation relied on proprietary or closed-source AI tools.
Ricursive offers an open-weight, low-cost alternative with its Ripple-65B Preview.
Watch for independent benchmarks comparing its performance against existing commercial solutions.
Story timeline
- Then Chip design automation relied on proprietary or closed-source AI tools.
- 05 Nov 2026 Ricursive releases Ripple-65B Preview, a general-purpose variant of its AI model for automating advanced chip design, under Apache 2.0, costing $0.60/1M output (Carl Franzen/VentureBeat)
- Now Ricursive offers an open-weight, low-cost alternative with its Ripple-65B Preview.
- Next Watch for independent benchmarks comparing its performance against existing commercial solutions.
The strongest doubt
Counterpoint from the sources
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Your choice stays on this device. No public tally.Terms in this story
Apache 2.0
A permissive open-source license allowing commercial use and modification.
Inference
The process of running a trained model to generate outputs from input data.
Open weights
Model parameters made publicly available for download and inspection.
Questions readers ask
Is the Ripple-65B model free to use?
The weights are open under Apache 2.0, but inference costs $0.60 per million output tokens.
What is the model designed for?
It is a general-purpose variant intended for automating advanced chip design tasks.
Can I modify the model code?
Yes, the Apache 2.0 license permits modification and redistribution of the open weights.
Connected stories
Reading receipt
- Ricursive launched Ripple-65B Preview, a general-purpose variant of its chip design AI.
- The model is released under the Apache 2.0 license with open weights.
- Inference pricing is set at $0.60 for every million output tokens.
Still open: How does the model's accuracy compare to proprietary competitors?
Still open: What are the hardware requirements for running the model locally?