Active learning
Disagreements
Every shadow-inference call where the FT and Claude disagree meaningfully lands here. Reviewers pick a winner (or override both with their own judgment); promoted rows become high-priority training data on the next retrain.
- Missing risksev 27Secure Innovation: Advancing Artificial Intelligence, Cybersecurity, and Digital Resilience in Argentina
U.S. Mission to Argentina · NAICS — · vs profile Agile Six
Fit Δ12Tech Δ27$ Δ5 - Missing risksev 23DA10--Small Business Event | General Dynamics Information Technology One on One Meetings | Cisco Webex Apr 22
VETERANS AFFAIRS, DEPARTMENT OF · NAICS 541511 · vs profile Agile Six
Fit Δ14Tech Δ23$ Δ5 - Missing risksev 23Notice of Intent to Award Sole Source to Baker Tilly
DEPT OF DEFENSE · NAICS 541511 · vs profile Agile Six
Fit Δ4Tech Δ23$ Δ10 - Missing risksev 22Foundation Sustainment Support, Software and Integration (FS3i)
DEPT OF DEFENSE · NAICS 541511 · vs profile Agile Six
Fit Δ10Tech Δ22$ Δ5 - Missing risksev 22Federal Bureau of Prisons Inmate Tablet Implementation Initiative
JUSTICE, DEPARTMENT OF · NAICS 541512 · vs profile Agile Six
Fit Δ12Tech Δ22$ Δ5 - Missing risksev 17Broadband Serviceable Location Fabric
FEDERAL COMMUNICATIONS COMMISSION · NAICS 541519 · vs profile Agile Six
Fit Δ6Tech Δ17$ Δ10 - Missing risksev 17Screening Information Request (SIR) for the Strategic Sourcing for the Acquisition of Various Supplies and Equipment (SAVES)
TRANSPORTATION, DEPARTMENT OF · NAICS 541519 · vs profile Agile Six
Fit Δ6Tech Δ17$ Δ5 - Missing risksev 17DoE Digital Services Platform Engineering BPA
Department of Energy · NAICS — · vs profile Agile Six
Fit Δ4Tech Δ17$ Δ5 - Missing risksev 15Federal Bureau of Prisons Inmate Tablet Implementation Initiative
JUSTICE, DEPARTMENT OF · NAICS 541512 · vs profile Agile Six
Fit Δ10Tech Δ15$ Δ5 - Missing risksev 14Financial Close Modernization Tool
HOMELAND SECURITY, DEPARTMENT OF · NAICS 541511 · vs profile Agile Six
Fit Δ6Tech Δ14$ Δ10 - Missing risksev 13F-35 JPO Unclassified IT Industry Day
DEPT OF DEFENSE · NAICS 541512 · vs profile Agile Six
Fit Δ6Tech Δ4$ Δ13 - Missing risksev 13Internal Revenue Service (IRS) Taxpayer Assistance Center (TAC) Modernization
TREASURY, DEPARTMENT OF THE · NAICS 541611 · vs profile Agile Six
Fit Δ10Tech Δ13$ Δ5 - Missing risksev 12FA521526R0006 - Civil Engineering Services Pacific (CESPAC) Multiple Award IDIQ
DEPT OF DEFENSE · NAICS 541611 · vs profile Agile Six
Fit Δ0Tech Δ12$ Δ0 - Missing risksev 12Broadband Serviceable Location Fabric
FEDERAL COMMUNICATIONS COMMISSION · NAICS 541519 · vs profile Agile Six
Fit Δ6Tech Δ12$ Δ10 - Missing risksev 10FA521526R0006 - Civil Engineering Services Pacific (CESPAC) Multiple Award IDIQ
DEPT OF DEFENSE · NAICS 541611 · vs profile Agile Six
Fit Δ0Tech Δ10$ Δ0 - Missing risksev 10DA10--Pharmacy Staff Scheduling Software Access and Support Service FY26 (VA-26-00027047)
VETERANS AFFAIRS, DEPARTMENT OF · NAICS 541519 · vs profile Agile Six
Fit Δ4Tech Δ10$ Δ5 - Missing risksev 10DA01--Telehealth, Scheduling, & Mobile Platform Services (TSMPS) - New Task Order (VA-26-00049589)
VETERANS AFFAIRS, DEPARTMENT OF · NAICS 541512 · vs profile Agile Six
Fit Δ4Tech Δ10$ Δ0 - Missing risksev 10CompTIA Security+ Certification Training in Birmingham, Alabama
DEPT OF DEFENSE · NAICS 611430 · vs profile Agile Six
Fit Δ0Tech Δ0$ Δ10 - Missing risksev 10DA10--National Teleradiology Program Picture Archive and Communication System Upgrade (VA-26-00042676)
VETERANS AFFAIRS, DEPARTMENT OF · NAICS 541511 · vs profile Agile Six
Fit Δ10Tech Δ7$ Δ0 - Missing risksev 10Request for Information (RFI) for Product Support Business Case Analysis (BCA) for USAF E-7A Aircraft
DEPT OF DEFENSE · NAICS 541611 · vs profile Agile Six
Fit Δ4Tech Δ3$ Δ10 - Missing risksev 10Q515--Notice of Intent to Sole Source License and Support for Voicebrook Dictation System linked to VA VISTA System
VETERANS AFFAIRS, DEPARTMENT OF · NAICS 541519 · vs profile Agile Six
Fit Δ10Tech Δ7$ Δ5 - Missing risksev 10Marine Corps Center for Lessons Learned (MCCLL) Program Support Services
DEPT OF DEFENSE · NAICS 541611 · vs profile Agile Six
Fit Δ0Tech Δ0$ Δ10 - Missing risksev 10F-35 JPO Unclassified IT Industry Day
DEPT OF DEFENSE · NAICS 541512 · vs profile Agile Six
Fit Δ6Tech Δ10$ Δ5 - Missing risksev 10BaseOps Usability Improvements for MRNMAP
TRANSPORTATION, DEPARTMENT OF · NAICS 541519 · vs profile Agile Six
Fit Δ10Tech Δ7$ Δ5 - Missing risksev 10Federal Bureau of Prisons Inmate Tablet Implementation Initiative
JUSTICE, DEPARTMENT OF · NAICS 541512 · vs profile Agile Six
Fit Δ0Tech Δ0$ Δ10 - Missing risksev 10Federal Bureau of Prisons Inmate Tablet Implementation Initiative
JUSTICE, DEPARTMENT OF · NAICS 541512 · vs profile Agile Six
Fit Δ0Tech Δ0$ Δ10 - Missing risksev 10FA521526R0006 - Civil Engineering Services Pacific (CESPAC) Multiple Award IDIQ
DEPT OF DEFENSE · NAICS 541611 · vs profile Agile Six
Fit Δ0Tech Δ10$ Δ0 - Missing risksev 10Notice of Intent to Award Sole Source to Baker Tilly
DEPT OF DEFENSE · NAICS 541511 · vs profile Agile Six
Fit Δ4Tech Δ10$ Δ10 - Missing risksev 10Internal Revenue Service (IRS) Taxpayer Assistance Center (TAC) Modernization
TREASURY, DEPARTMENT OF THE · NAICS 541611 · vs profile Agile Six
Fit Δ10Tech Δ7$ Δ10 - Fit Δ10Tech Δ8$ Δ10
- Missing risksev 10Low-Code/No-Code (LCNC) Application Ecosystem for Army Logistics and Finance
DEPT OF DEFENSE · NAICS 541511 · vs profile Agile Six
Fit Δ4Tech Δ10$ Δ10 - Missing risksev 10Notice of Intent Award Sole Source to Blanchard Training and Development, Inc
DEPT OF DEFENSE · NAICS 611430 · vs profile Agile Six
Fit Δ0Tech Δ0$ Δ10 - Fit Δ4Tech Δ2$ Δ10
- Missing risksev 10Broad Agency Announcement (BAA) ARMY MPP-I-25-001
DEPT OF DEFENSE · NAICS 541611 · vs profile Agile Six
Fit Δ4Tech Δ10$ Δ0 - Missing risksev 10Foundation Sustainment Support, Software and Integration (FS3i)
DEPT OF DEFENSE · NAICS 541511 · vs profile Agile Six
Fit Δ10Tech Δ10$ Δ5 - Missing risksev 10DA01--Replacement Model for VA.gov
VETERANS AFFAIRS, DEPARTMENT OF · NAICS 541519 · vs profile Agile Six
Fit Δ10Tech Δ7$ Δ0 - Missing risksev 10IFB 33-6031 HM Sales, Used pad Mount Transformers, Selfridge ANGB, MI
DEPT OF DEFENSE · NAICS — · vs profile Agile Six
Fit Δ2Tech Δ2$ Δ10 - Missing risksev 1016--AUX RACK MAINFRAME, IN REPAIR/MODIFICATION OF
DEPT OF DEFENSE · NAICS — · vs profile Agile Six
Fit Δ2Tech Δ0$ Δ10 - Missing risksev 10DOD Defense Health Agency (DHA) Research & Development FY23-FY27 BROAD AGENCY ANNOUNCEMENT for Extramural Medical Research
Dept. of the Army -- USAMRAA · NAICS — · vs profile Agile Six
Fit Δ4Tech Δ3$ Δ10 - Missing risksev 10Centers of Research Excellence in Science and Technology - Research Infrastructure for Science and Engineering
U.S. National Science Foundation · NAICS — · vs profile Agile Six
Fit Δ10Tech Δ7$ Δ5 - Missing risksev 10Regional Alliances and Multistakeholder Partnerships to Stimulate (RAMPS) Cybersecurity Education and Workforce Development
National Institute of Standards and Technology · NAICS — · vs profile Agile Six
Fit Δ0Tech Δ0$ Δ10 - Missing risksev 10National Science Foundation Fostering Interdisciplinary Networks to Develop Emergent and Responsive Solutions Foundry
U.S. National Science Foundation · NAICS — · vs profile Agile Six
Fit Δ0Tech Δ10$ Δ0 - Missing risksev 10Accelerating Prosecution of Criminals and Terrorists in Lebanon by Digitizing Paper Criminal Court files
Bureau of International Narcotics-Law Enforcement · NAICS — · vs profile Agile Six
Fit Δ0Tech Δ10$ Δ0 - Missing risksev 10Personal Health Informatics for Delivering Actionable Insights to Individuals (R01 Clinical Trial Optional)
National Institutes of Health · NAICS — · vs profile Agile Six
Fit Δ6Tech Δ7$ Δ10 - Missing risksev 10BRAIN Initiative: Optimization of Instrumentation and Device Technologies for Recording and Modulation in the Nervous System (U01 Clinical Trials Not Allowed)
National Institutes of Health · NAICS — · vs profile Agile Six
Fit Δ0Tech Δ0$ Δ10 - Missing risksev 8R799--VA Occupancy Measurement and Reporting RFI
VETERANS AFFAIRS, DEPARTMENT OF · NAICS 541611 · vs profile Agile Six
Fit Δ4Tech Δ4$ Δ8 - Missing risksev 8Call for Solutions - Horizon - Customer Engagement and Digital Services Oversight
DEPT OF DEFENSE · NAICS — · vs profile Agile Six
Fit Δ4Tech Δ8$ Δ5 - Missing risksev 7DA01--Summit Data Platform Analytics Solution (PACT ACT New Contract) (VA-26-00024220)
VETERANS AFFAIRS, DEPARTMENT OF · NAICS 541511 · vs profile Agile Six
Fit Δ0Tech Δ7$ Δ0 - Missing risksev 7Maintenance, Sustainment, and Upgrade Services for the Logistics Information Operations Network System (LIONS)
DEPT OF DEFENSE · NAICS 541511 · vs profile Agile Six
Fit Δ7Tech Δ3$ Δ5 - Missing risksev 7Low-Code/No-Code (LCNC) Application Ecosystem for Army Logistics and Finance
DEPT OF DEFENSE · NAICS 541511 · vs profile Agile Six
Fit Δ0Tech Δ7$ Δ5