IPPRA / Grant Monitor

2026-11-05
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NSF X-Labs Initiative – AI for Physical Systems Topic Announcement

NSF-Topic3-FY26-XLabsPhysicalAI · NATIONAL SCIENCE FOUNDATION · DIRECTORATE FOR TECHNOLOGY, INNOVATION, AND PARTNERSHIPS (TIP)

ai data science computing communications materials manufacturing space aeronautics

Closes
2027-01-07 · 63 d
Award ceiling
—
Award floor
—
Program funding
—
Expected awards
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Cost sharing
No
Posted
2026-09-18
Instrument
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Characterization · gpt-5.4-mini · 2026-09-19

NSF TIP seeks written proposals for early-stage platform technologies for AI systems that operate in or interface with the physical world, including robotics, embodied systems, human-robot interfaces, advanced sensing, and cyber-physical systems.

Funds
applied research
University
direct
physical sciences
substantial
engineering
central
life biomedical
minor
computational data
central

⚑ Federal contract/Other Transaction award; check solicitation-specific terms and any proposal submission mechanics. · Topic is narrowly focused on AI for physical systems; not a general AI or general robotics call.

18 / 100 IPPRA team judgment

This is an applied AI/robotics and cyber-physical systems topic, with no clear social-science, survey, policy, or risk-perception component that matches IPPRA’s published lines. The team might intersect only tangentially if a project had a public-risk or human-trust angle, but as written it is not their kind of research.

JUDGED AGAINST THE ROSTER'S PUBLICATION DOSSIER · GPT-5.4-MINI · 2026-09-19

Unit fits — one characterization, each unit's own rules

Physical Sciences & Engineering (demo) 90 strong technical depth: central; funds applied research
Tom Love Innovation Hub 45 partial funds applied research; prototyping/demonstration stage; deep-tech content
IPPRA 40 partial outside portfolio topics; social/behavioral work is none; funds applied research

Description

The U.S. National Science Foundation (NSF), Directorate for Technology, Innovation and Partnerships (TIP), is soliciting Written Proposals under the NSF X-Labs Initiative for the AI for Physical Systems Topic. NSF seeks innovative, early stage platform technologies that advance intelligent, adaptive, and scalable AI systems operating in or interfacing with the physical world, including robotics, embodied systems, human robot interfaces, advanced sensing, and cyber physical systems. NSF anticipates making one or more Other Transaction (OT) awards under 42 U.S.C. § 19116.

Eligibility

Applicant restrictions (federal contract). Set-aside: No Set aside used. Notice type: Solicitation. Organization: NATIONAL SCIENCE FOUNDATION / NATIONAL SCIENCE FOUNDATION / DIRECTORATE FOR TECHNOLOGY, INNOVATION, AND PARTNERSHIPS (TIP).

Apply

View on Grants.gov →

Proposal brief SEE AN EXAMPLE →

A one-page internal memo: fit assessment, submission requirements, document scaffold, and next steps dated back from the deadline — tailored to your project idea if you add one.

ONE LLM CALL (~1¢) · CACHED · REQUIRES STAFF KEY

Proposal shell · National Science Foundation conventions SEE AN NSF EXAMPLE →

Funder-faithful document skeletons — National Science Foundation's document set with section headings, page limits, reviewer guidance, and writing prompts; add a project idea to get [DRAFT] starter bullets. Download as .md for Word or Overleaf.

ONE LLM CALL (~2-3¢) · CACHED · SCAFFOLDING, NOT GHOSTWRITING