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 transportation infrastructure

Closes
2027-01-07 · 63 d
Award ceiling
—
Award floor
—
Program funding
—
Expected awards
—
Cost sharing
No
Posted
2026-09-16
Instrument
—
Characterization · gpt-5.4-mini · 2026-09-17

NSF TIP will fund early-stage platform technologies for AI systems that operate in or interface with the physical world, such as robotics, embodied systems, advanced sensing, human-robot interfaces, and cyber-physical systems, through Other Transaction awards.

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

⚑ Federal contract/OT solicitation; eligibility is governed by the solicitation terms and applicant restrictions. · Early-stage platform technology focus; not a service, training, or deployment program.

15 / 100 IPPRA team judgment

This is a primarily technical AI/robotics and cyber-physical-systems topic, which is outside IPPRA’s social-behavioral program areas. The team’s strongest lines are public risk perception, warning communication, energy/nuclear public opinion, and education policy evaluation, so they would not plausibly pursue this as PI-level work.

JUDGED AGAINST THE ROSTER'S PUBLICATION DOSSIER · GPT-5.4-MINI · 2026-09-17

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

Physical Sciences & Engineering (demo) 90 strong technical depth: central; funds applied research
IPPRA 48 partial outside portfolio topics; social/behavioral work is minor; funds applied research
Tom Love Innovation Hub 45 partial funds applied research; prototyping/demonstration stage; deep-tech content

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