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Responsible AI

This was extracted (@ 2026-09-18 21:10) from a list of minutes which have been approved by the Board.

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19 Aug 2026 [Jeff Genender / Sander Striker]

# Responsible AI Initiative Board Reports

## Report 1: August 2026

**Description**

The ASF Responsible AI Initiative (RAI) is a program to support the open
source technologies that underpin modern artificial intelligence, and to help
Apache communities adopt AI in a way that is open, transparent, and aligned
with the ASF's values. The initiative is grounded in the ASF's guidelines for
the responsible use of AI — human oversight, licensing integrity, security,
and documentation — core principles rooted in the Foundation's longstanding
philosophy of community over code.

To fulfill its charter, the RAI is undertaking efforts to facilitate:

1. Access to AI models and tooling
2. Ecosystem support for Projects
3. Community engagement and outreach

**Status**

Status on the above activities includes supporting the Security Scanning &
Triage collaboration between the ASF Security team and the Tooling team. More
than 75 PMCs have enlisted: some delays from one of our frontier model donors
are now resolved and initial scans are underway.

I participated on calls with Infrastructure, Tooling, and Fundraising to
coordinate targeted donations, prioritize token usage, and connect with
Initiative backers.

We are planning to conduct a survey of PMCs and operations teams on their use
of AI to have a better idea on the state of AI activity and tooling within the
ASF. We are touching base with the folks on Apache Magpie and coordinating
various projects-in-development, including Low-Rank Adaptation (LoRA) adapters
and a dynamic routing layer, a TLP proposal being prepared for Apache
Sourcelume — an AI training data provenance infrastructure, as well as a
proposal preparing to be submitted to the Apache Incubator or for new Project
(TBD).

Initial work has begun on LLMAO (LLM for Apache.Org), a Foundation-wide way
for committers, projects, and communities to reach sanctioned inference and
related AI capabilities without every PMC holding its own provider keys. The
goal is one governed chokepoint for attribution, budgets, and policy for work
in an AI-capable ASF. This project is to provide gateway access through
LiteLLM to hosted models including frontier and cloud (local) implementations.

We have opened the floor for ideas regarding budget, and worked on
infrastructure for RAI: our initial site is up at https://rai.apache.org/ . We
plan to add a new logo for RAI and are narrowing down to a handful of options.

We had a discussion with the Community Over Code/Asia panelists to review
messaging, and shared a new graph of our email counts that shows the source of
our pull requests (49% from unknown authors: possibly bots; need to look into
this).

As we're just officially getting started (our second week!) we welcome Member
feedback and ideas at `discuss@rai.apache.org` and at `#rai-discuss` on Slack.

We have currently put together an initial budget, in coordination with Tooling
and Infra to obtain some initial numbers primarily for hosting private LLMs
and token acquisition. The budget also includes travel for the VP to
Glasgow/CoC surrounding events with potential for one or more presentations,
Q&A, panel, BoF, and hackathon. The budget request is for $83,500.00 for the
current fiscal year. A resolution to approve the budget will be submitted to
the Board for consideration.

**Upcoming**

We aim to share results as we develop our tooling and processes. We are
planning to attend Community Over Code in Glasgow, and look forward to sharing
our progress with the greater community.

**Work items**

From our proposal for RAI, we have begun our initial work items:

1. Assess foundation-wide the current state of AI activity and tooling
2. Prioritize AI resources PMCs would like the Foundation to provide
3. Assemble a situation report with gap analysis
4. Prepare a strategy within 60 days
5. Maintain a rolling 60-day roadmap and plan
6. Construct budget updates for the Board's consideration
7. Collaborate with existing teams on policy

We are assembling estimates for potential work streams to support budget
plans. And we will be coordinating with existing teams this month to assess
any policy needs.

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