1,000+ Opportunities
Find the right grant
Search federal, foundation, and corporate grants with AI — or browse by agency, topic, and state.
FALCON (Fusion of Abstract Learning and Context-Optimized Neural-methods) is sponsored by Defense Advanced Research Projects Agency (DARPA). This DARPA SBIR topic aims to combine advanced machine learning (ML) methods computationally efficient in structured data with large language models (LLM) that are general and can extract context from data.
The goal is to derive powerful and efficient technology for interactive statistical analysis of large-scale data, such as in enterprise or battlefield settings, and to develop methods to mitigate hallucination and demonstrate verifiable and reproducible analytic traces. This topic is soliciting Direct to Phase II (DP2) proposals only.
Get alerted about grants like this
Get emailed when new opportunities from “Defense Advanced Research Projects Agency (DARPA)” or related funders appear. Free, weekly, unsubscribe anytime.
Or search similar grants →According to the current listing, eligibility includes: This topic is soliciting Direct to Phase II (DP2) proposals only. Phase I feasibility should be demonstrated by documenting the research team's prior comprehensive research experience on emerging ML methods for structured data conducted in the last three years. Confirm the full requirements in the official notice before applying.
Applications for FALCON (Fusion of Abstract Learning and Context-Optimized Neural-methods) are due August 19, 2026. Build your timeline backwards from this date to cover registrations, approvals, and final submission checks.
FALCON (Fusion of Abstract Learning and Context-Optimized Neural-methods) is funded by Defense Advanced Research Projects Agency (DARPA). Verify program details on the funder's official page before applying.
Start from the official opportunity page linked in this listing — it carries the sponsor's submission instructions.
Past winners and funding trends for this program
DoD Multidisciplinary Research Program of the University Research Initiative (MURI) is sponsored by Department of Defense (DoD) - Office of Naval Research (ONR). The Multidisciplinary Research Program of the University Research Initiative (MURI), administered by the Department of Defense Office of Naval Research, supports basic research in science and engineering at U. S.
SBIR SF254-D1206: Knowledge-Guided Test and Evaluation Frameworks for proliferated Low Earth Orbit Constellations is sponsored by U.S. Air Force. DOD SBIR topic SF254-D1206: Knowledge-Guided Test and Evaluation Frameworks for proliferated Low Earth Orbit Constellations. Component: U.S. Air Force. Command: SDA. Solicitation: DoD SBIR 2025.4. Phase(s): D2PII, II, SPII. Status: Pre-Release. Open date: 3/4/2026.
DARPA's FY26 SBIR/STTR Release 5 pre-released August 5, 2026, opens August 26, and closes September 23 — a four-week window. Five SBIR topics and one STTR topic span underwater 3D concrete printing, semantic ISR communications, species-agnostic cell culture, open-architecture AUVs, and algorithm-discovery tooling. Here is what each topic funds, why DARPA's new monthly cadence changes how small businesses should plan, and how to use the three-week pre-release to talk to topic authors before the clock starts.
Read articleThe RFI closed June 22. Now the forum is standing up. AI Forge is a jointly governed, university-led venture funding interpretability, control, and adversarial robustness in one-year Project Ventures — here's how the 15 challenges, the CAISI tie, and the nonprofit administrator reshape who gets funded.
Read articleDARPA's FY26 SBIR now pre-releases new topics on the first Wednesday of every month. Release 5 pre-releases August 5, opens August 26, and closes September 23 — a four-week window. The predictability is the strategy: here's how small businesses turn a calendar into a pipeline.
Read article