NewPhysician Coding Auditor Ensemble Health PartnersPhysician Coding AuditorBrockton, MARemote$57,400–$99,000The Physician Coding Auditor develops and implements strategic needs analyses and training plans for coding leadership; coordinates and evaluates curriculum development and conducts the preparation and delivery of training for Medical Coders employed by Ensemble and providers that are contracted/employed and outlined in the client SOW. Educating - Assesses the educational needs of coding staff and providers that are contracted/employed and outlined in the client SOW (included Provider Education verbiage) and develops programs or researches educational resources to meet those needs.
CDI Validation Specialist Compunnel, Inc.CDI Validation SpecialistBoston, Massachusetts$63 / hourTemporaryFull timeThis role ensures efficiency, accuracy, and quality of documentation, supports education and training for CDI Specialists, and collaborates with coding and validation managers to improve documentation practices that directly impact key performance indicators. Job Summary We are seeking an experienced CDI Validation Specialist (CDI Team Lead) to oversee, evaluate, and analyze Clinical Documentation Integrity (CDI) functions.
FS Java Angular v16+ AWS API Kforce Inc.FS Java Angular v16+ AWS APIBoston, MA$64–$74Use of formal methods (traditional structured or Agile/iterative) for delivering new or enhanced applications, identify and communicating systems development processes and developing work you're doing associated with the respective phases of the lifecycle. 4+ years of proven experience with server-side development with Java, Spring, Spring Boot, Camel, JMS, Apache Kafka, and Persistence frameworks (JPA/Hibernate).
NewCoder Quality Auditor Ensemble Health PartnersCoder Quality AuditorWest Warwick, RIRemote$57,400–$99,000Reporting - Provides reports of audit findings to coding management, individual coders and leadership as needed/requested along with providers that are contracted/employed and outlined in the client SOW. Quality Review - Monitors and audits inpatient and outpatient accounts across the system, looking at physician coding for both inpatient and outpatient accounts.
Inpatient Coding Quality Specialist Mass General BrighamInpatient Coding Quality SpecialistSomerville, MassachusettsEnsure coding practices align with official coding conventions, guidelines, and regulatory requirements set forth by organizations such as the American Medical Association (AMA), Centers for Medicare and Medicaid Services (CMS), and other relevant bodies. The framework is comprised of ten competencies (half People-Focused, half Performance-Focused) and are defined by observable and measurable skills and behaviors that contribute to workplace effectiveness and career success.
Inpatient Coding Quality Specialist Brigham and Women's HospitalInpatient Coding Quality SpecialistSomerville, MA$30.60–$44.51 / hourEnsure coding practices align with official coding conventions, guidelines, and regulatory requirements set forth by organizations such as the American Medical Association (AMA), Centers for Medicare and Medicaid Services (CMS), and other relevant bodies. The framework is comprised of ten competencies (half People-Focused, half Performance-Focused) and are defined by observable and measurable skills and behaviors that contribute to workplace effectiveness and career success.
Coding Compliance Analyst UnitedHealth Group IncCoding Compliance AnalystWorcester, MARemote$23.89–$42.69 / hourThe fraudulent LinkedIn messages and emails, which do not originate from any Executives LinkedIn account or of UnitedHealth Group's email domains, or those of any of its operating divisions, supposedly conducts an interview via a Zoom meeting, offers a work from home job at Optum, emails an application, sends a fake check by next day delivery through USPS and asks recipients to pay a vendor a large dollar amount. Conducts random and scheduled internal audits of physician billing and medical records documentation to ensure: Correct Coding (CPT, ICD-10, HCPCS, Modifiers), Accurate Data Entry, Accurate Charge Preparation/Processing, Compliance with governmental and third-party billing regulations.
Outpatient Technical Advisor, Coding Mass General BrighamOutpatient Technical Advisor, CodingSomerville, MassachusettsThe Technical Advisor advises on external/internal coding reviews and audits, new coding/billing regulations impacts, coding and billing interlinking billing issues, coding education and workflow training for outpatient coding, claim edits and denials related to ambulatory surgery coding/charging. The framework is comprised of ten competencies (half People-Focused, half Performance-Focused) and are defined by observable and measurable skills and behaviors that contribute to workplace effectiveness and career success.
Outpatient Technical Advisor, Coding Brigham and Women's HospitalOutpatient Technical Advisor, CodingSomerville, MA$63,648–$90,750.40 / yearThe Technical Advisor advises on external/internal coding reviews and audits, new coding/billing regulations impacts, coding and billing interlinking billing issues, coding education and workflow training for outpatient coding, claim edits and denials related to ambulatory surgery coding/charging. The framework is comprised of ten competencies (half People-Focused, half Performance-Focused) and are defined by observable and measurable skills and behaviors that contribute to workplace effectiveness and career success.
Technical Product Owner - AI Coding Platforms Boston Scientific CorpTechnical Product Owner - AI Coding PlatformsMarlborough, MAServe as the primary product interface with external AI partners, including vendors such as OpenAI, Anthropic and other strategic providers, to manage joint roadmaps, influence feature direction, resolve enterprise adoption barriers and accelerate the rollout of AI coding capabilities at Boston Scientific. This role will own the portfolio of AI coding capabilities that support engineers, data scientists, researchers and technical teams in using AI assistants, coding agents, large language model-powered developer tools and workflow automation safely and effectively within enterprise guardrails.
Coding Education Specialist, Remote Mass General BrighamCoding Education Specialist, RemoteSomerville, MassachusettsRemoteThe framework is comprised of ten competencies (half People-Focused, half Performance-Focused) and are defined by observable and measurable skills and behaviors that contribute to workplace effectiveness and career success. This role ensures that coding professionals have the knowledge and skills required to accurately assign medical codes, maintain compliance with coding guidelines, and contribute to the revenue cycle management process.
NewCoding Specialist III C999 UMass Memorial Health CareCoding Specialist IIIWorcester, MAJob Description We are seeking a qualified Medical Coding Specialist to interpret medical record data, assign ICD‑CM, CPT codes and modifiers, manage coding staff and workflows, and ensure coding quality and compliance. Qualifications High School education, plus recognized medical coding certification and training in medical terminology from an accredited program (AHIMA, NHA, AAPC).Certified CPC and experience in IR coding.
Coding Education Specialist, Remote Brigham and Women's HospitalCoding Education Specialist, RemoteSomerville, MARemote$63,648–$90,750.40 / yearThe framework is comprised of ten competencies (half People-Focused, half Performance-Focused) and are defined by observable and measurable skills and behaviors that contribute to workplace effectiveness and career success. This role ensures that coding professionals have the knowledge and skills required to accurately assign medical codes, maintain compliance with coding guidelines, and contribute to the revenue cycle management process.
Inpatient Coding Quality & Education Specialist Mass General BrighamInpatient Coding Quality & Education SpecialistSomerville, MassachusettsThe specialist partners closely with Coding Operations, Coding Quality, Clinical Documentation Integrity (CDI), Revenue Integrity, Quality, and other operational teams to identify trends, develop educational strategies, improve coding workflows, and support quality reporting methodologies including Vizient, Elixhauser, mortality, severity of illness (SOI), risk of mortality (ROM), expected length of stay, and other coding-sensitive measures. Founded by Brigham and Women’s Hospital and Massachusetts General Hospital, Mass General Brigham supports a complete continuum of care including community and specialty hospitals, a managed care organization, a physician network, community health centers, home care and other health-related entities.
Inpatient Coding Quality & Education Specialist Brigham and Women's HospitalInpatient Coding Quality & Education SpecialistSomerville, MA$63,648–$92,570.40 / yearThe specialist partners closely with Coding Operations, Coding Quality, Clinical Documentation Integrity (CDI), Revenue Integrity, Quality, and other operational teams to identify trends, develop educational strategies, improve coding workflows, and support quality reporting methodologies including Vizient, Elixhauser, mortality, severity of illness (SOI), risk of mortality (ROM), expected length of stay, and other coding-sensitive measures. Founded by Brigham and Women's Hospital and Massachusetts General Hospital, Mass General Brigham supports a complete continuum of care including community and specialty hospitals, a managed care organization, a physician network, community health centers, home care and other health-related entities.
Coding Specialist III UMass Memorial HealthCoding Specialist IIIWorcester, MassachusettsExceptional patient care, academic excellence and leading-edge research make UMass Memorial the premier health system of Central Massachusetts, and a place where we can help you build the career you deserve. Requires good interpersonal and communications skills and maintains a professional manner when working with team members, management and other staff members.
Coding Specialist II, Professional Billing UMass Memorial Health Care IncCoding Specialist II, Professional BillingWorcester, MA$23.81–$35.08 / hourExceptional patient care, academic excellence and leading-edge research make UMass Memorial the premier health system of Central Massachusetts, and a place where we can help you build the career you deserve. Individual Departments, (Emergency Medicine, Trauma Center, Endoscopy Suite, PBCBO, HIM, etc.) will have unique procedures, processes and/or focus, so responsibilities and tasks can differ depending on departmental needs.
Billing & Certified Coding Specialist I (Remote) Lahey Hospital and Medical CenterBilling & Certified Coding Specialist I (Remote)MARemote$25–$34 / hourReviews and corrects all claims/charge denials and edits that are communicated via Epic, Explanation of Benefits (EOB), direct correspondence from the insurance carrier or others and uses information learned to educate PFS and office staff to reduce future denials and edits of the same nature. Stays current on quarterly CCI Edits, bi-monthly Medicare Bulletins, Medicare''s yearly fee schedule, Medicare Website, and specialty newsletters.
Coding & Compliance Manager, Surgery Lahey Hospital and Medical CenterCoding & Compliance Manager, SurgeryBoston, MA$92,955–$125,091 / yearMay perform additional job duties as time permits, such as: developing and presenting performance metric reports with a review of findings with Attending Physicians, Directors, Managers and Chiefs; service on committees; maintains relationship with third party billing companies to ensure continuous excellence in services; fosters relationships with affiliates related to coding and compliance. Monitors, proposes, and minimizes billing and coding operational inefficiencies by reviewing accuracy and production levels and communicating data analysis on audit trends, scrubber data, government audit requests, denials/appeals as well as developing and implementing corrective action plans for setting performance targets.
Coding Specialist, Pain Management Mass General BrighamCoding Specialist, Pain ManagementSomerville, MassachusettsProvides technical guidance to physicians and other staff in identifying and resolving issues or errors such as incomplete or missing records and documentation, ambiguous or nonspecific documentation, and/or codes that do not conform to approved coding principles/guidelines. The framework is comprised of ten competencies (half People-Focused, half Performance-Focused) and are defined by observable and measurable skills and behaviors that contribute to workplace effectiveness and career success.
NewCoding Specialist III, Professional Billing UMass Memorial Health Care IncCoding Specialist III, Professional BillingWorcester, MA$25.83–$38.36 / hourExceptional patient care, academic excellence and leading-edge research make UMass Memorial the premier health system of Central Massachusetts, and a place where we can help you build the career you deserve. Requires good interpersonal and communications skills and maintains a professional manner when working with team members, management and other staff members.
Coding Specialist, Pain Management Brigham and Women's HospitalCoding Specialist, Pain ManagementSomerville, MA$25.50–$36.49 / hourProvides technical guidance to physicians and other staff in identifying and resolving issues or errors such as incomplete or missing records and documentation, ambiguous or nonspecific documentation, and/or codes that do not conform to approved coding principles/guidelines. The framework is comprised of ten competencies (half People-Focused, half Performance-Focused) and are defined by observable and measurable skills and behaviors that contribute to workplace effectiveness and career success.
Scratch & Intro to Coding Teaching Opportunities Concorde EducationScratch & Intro to Coding Teaching OpportunitiesBoston, Massachusetts$50–$100 / hourSome programs provide established lesson plans and project guides, while others allow instructors flexibility to incorporate age-appropriate coding activities and creative projects that align with assignment objectives and school expectations. Assignment offers remain contingent upon factors including program availability, instructor qualifications, school partner approval, scheduling compatibility, successful completion of any legally required background review or clearance process, and final written assignment confirmation.
Inpatient Coding Specialist, Remote Mass General BrighamInpatient Coding Specialist, RemoteSomerville, MassachusettsRemoteThe framework is comprised of ten competencies (half People-Focused, half Performance-Focused) and are defined by observable and measurable skills and behaviors that contribute to workplace effectiveness and career success. The Inpatient Coding Specialist is responsible for the accurate and timely assignment of ICD-10-CM/PCS codes and DRGs for inpatient encounters in compliance with federal regulations, payer guidelines, and organizational policies.
Inpatient Coding Specialist Brigham and Women's HospitalInpatient Coding SpecialistSomerville, MA$25.50–$36.49 / hourThe framework is comprised of ten competencies (half People-Focused, half Performance-Focused) and are defined by observable and measurable skills and behaviors that contribute to workplace effectiveness and career success. Mass General Brigham relies on a wide range of professionals, including doctors, nurses, business people, tech experts, researchers, and systems analysts to advance our mission.
Coding Specialist, Pathology Mass General BrighamCoding Specialist, PathologySomerville, MassachusettsThe framework is comprised of ten competencies (half People-Focused, half Performance-Focused) and are defined by observable and measurable skills and behaviors that contribute to workplace effectiveness and career success. Mass General Brigham relies on a wide range of professionals, including doctors, nurses, business people, tech experts, researchers, and systems analysts to advance our mission.
Coding Specialist II, Anesthesia Mass General BrighamCoding Specialist II, AnesthesiaSomerville, MassachusettsThe framework is comprised of ten competencies (half People-Focused, half Performance-Focused) and are defined by observable and measurable skills and behaviors that contribute to workplace effectiveness and career success. Mass General Brigham relies on a wide range of professionals, including doctors, nurses, business people, tech experts, researchers, and systems analysts to advance our mission.
Coding Specialist Outpatient Telecommute-Surgical Coder Brown University HealthCoding Specialist Outpatient Telecommute-Surgical CoderRI$24.29–$40.07 / hourMonitors and resolves rejected accounts on the Claims Edit Report and e Clinical Works error reports by established timeframe researching coding conflicts including chargemaster, medical necessity and various other coding and billing issues. Reviews the outpatient clinical documentation of extract data and assign appropriate ICD-10-CM and CPT codes in accordance with the outpatient ICD-10-CM Official Guidelines for Coding and Reporting and the AHA HCPCS Coding Clinics.
Coding Specialist II, Anesthesia Brigham and Women's HospitalCoding Specialist II, AnesthesiaSomerville, MA$22.22–$31.71 / hourThe framework is comprised of ten competencies (half People-Focused, half Performance-Focused) and are defined by observable and measurable skills and behaviors that contribute to workplace effectiveness and career success. Mass General Brigham relies on a wide range of professionals, including doctors, nurses, business people, tech experts, researchers, and systems analysts to advance our mission.
Coding Specialist, Pathology Brigham and Women's HospitalCoding Specialist, PathologySomerville, MA$22.22–$31.71 / hourThe framework is comprised of ten competencies (half People-Focused, half Performance-Focused) and are defined by observable and measurable skills and behaviors that contribute to workplace effectiveness and career success. Mass General Brigham relies on a wide range of professionals, including doctors, nurses, business people, tech experts, researchers, and systems analysts to advance our mission.
Coding Specialist II, Professional Billing UMass Memorial HealthCoding Specialist II, Professional BillingWorcester, MassachusettsExceptional patient care, academic excellence and leading-edge research make UMass Memorial the premier health system of Central Massachusetts, and a place where we can help you build the career you deserve. Individual Departments, (Emergency Medicine, Trauma Center, Endoscopy Suite, PBCBO, HIM, etc.) will have unique procedures, processes and/or focus, so responsibilities and tasks can differ depending on departmental needs.
Medical Coding Educator & Auditor StratAcuity Staffing Partners IncMedical Coding Educator & AuditorMARemote$65,000–$75,000 / yearIn terms of professional development, Everforth Apex hosts an on-demand training program, provides access to certification prep and a library of technical and leadership courses/books/seminars once you have 6+ months of tenure, and certification discounts and other perks to associations that include CompTIA and IIBA. This highly visible role supports more than 400 physicians across multiple specialties and requires a unique blend of advanced coding expertise, audit experience, and the ability to confidently educate and present to both small groups and large physician audiences.
Professional Coding Manager Lahey Hospital and Medical CenterProfessional Coding ManagerMA$83,637–$112,570 / yearWorks with staff to ensure compliance of, and proper coding technique as defined by CMS regulations, Local Medicare Review Policies (LMRPs), Local Carrier Determinations (LCDs), the AMA, any applicable BILH compliance policies, and/or any relevant accrediting organizations. Attends management meetings, interacts with other managers to resolve problems, and conducts regular staff meetings to ensure consistent communication of the Coding department as well as BILH policies, expectations, and goals.
SIU Code Auditor Fallon HealthSIU Code AuditorWorcester, MassachusettsThe SIU Code Auditor will conduct coding audits of medical records provided by providers to check for missing documentation and other medical documentation for E&M, DME, medical, home health services, and may include some behavioral health care services to identify potential over-payments and suspected fraud waste and abuse. Reporting, education, and regulatory support: Assist with claim denial reporting, respond to regulatory agency complaints, support required fraud reporting to state and federal agencies, and recommend to members, providers, or employee education based on findings.
Coding & Compliance Auditor South Shore Health Systems IncCoding & Compliance AuditorWeymouth, MA$73,000–$104,400 / yearResponsibilities if Required: Education if Required: License/Registration/Certification Requirements: Certified Coding Associate - American Health Information Management Association (AHIMA), Certified Coding Specialist - American Health Information Management Association (AHIMA), Certified Coding Specialist - Physician Based - American Health Information Management Association (AHIMA), Certified Professional Coder (CPC) - American Academy of Professional Coders (AAPC), Certified Professional Medical Auditor (CPMA) - American Academy of Professional Coders (AAPC), Registered Health Information Administrator - American Health Information Management Association (AHIMA). The Coding & Compliance Auditor evaluates medical record documentation and coding accuracy, identifies opportunities for improvement, and designs and delivers coding education and training programs for clinical staff, coders and other key stakeholders.
SIU Code Auditor Fallon Community Health Plan IncSIU Code AuditorWorcester, MABrief summary of purpose: The SIU Code Auditor will conduct coding audits of medical records provided by providers to check for missing documentation and other medical documentation for E&M, DME, medical, home health services, and may include some behavioral health care services to identify potential over-payments and suspected fraud waste and abuse. Reporting, education, and regulatory support: Assist with claim denial reporting, respond to regulatory agency complaints, support required fraud reporting to state and federal agencies, and recommend to members, providers, or employee education based on findings.
Epic Resolute Application Developer (Charge Router and Coding Skills) - 6260321 Accenture PlcEpic Resolute Application Developer (Charge Router and Coding Skills) - 6260321Boston, MAIn addition to delivering innovative solutions for Accenture's clients, you will work with a highly skilled, diverse network of people across Accenture businesses who are using the latest emerging technologies to address today's biggest business challenges. Dropping orders using chart review-> creating new patient encounter -> dropping an order and signing the order/Unite charge entry ->creating new encounter.
NewCoding Specialist III, Professional Billing UMass Memorial HealthCoding Specialist III, Professional BillingWorcester, MassachusettsExceptional patient care, academic excellence and leading-edge research make UMass Memorial the premier health system of Central Massachusetts, and a place where we can help you build the career you deserve. 4. Requires good interpersonal and communications skills and maintains a professional manner when working with team members, management and other staff members.
Manager Professional Billing Coding Operations - Remote Boston Medical CenterManager Professional Billing Coding Operations - RemoteMARemote$78,000–$113,000 / yearThe hospital is also the primary teaching affiliate of the nationally ranked Boston University School of Medicine (BUSM) and a founding partner of Boston HealthNet - an integrated health care delivery systems that includes many community health centers. Provides training to healthcare professionals, coders, and Revenue Cycle staff in ICD, CPT, HCPCS Level II coding guidelines, proper documentation guidelines and other information related to coding.
NewCoding and Compliance Auditor South Shore HealthCoding and Compliance AuditorBoston, MAThe Coding & Compliance Auditor evaluates medical record documentation and coding accuracy, identifies opportunities for improvement, and designs and delivers coding education and training programs for clinical staff, coders and other key stakeholders. Support all departments of the Health System with coding guidance: Pertaining to compliance training / education as requested from providers and/or staff related to coding, billing and documentation in the inpatient, outpatient, professional, surgical and Home Health divisions of the Health System to ensure accuracy and support program objectives.
Ambulatory Coding Lead Signature HealthcareAmbulatory Coding LeadWest Bridgewater, MAResponsible for insuring accurate diagnosis and procedure coding as well as providing documentation and coding related feedback and educational services to providers and coders. Monitors coding productivity and assigns/prioritizes daily work schedules for Coding Specialists, Risk Coders and charge entry staff.
Lead Coding Instructor Code NinjasLead Coding InstructorCanto, MassachusettsWe are looking for a Lead Coding Instructor to join our team of dynamic, energetic, forward-thinking minds, working toward our common goal: providing a fun and safe learning environment for children. Growth Opportunities: Code Ninjas is a rapidly growing organization, and strong team members have opportunities for career progression into leadership and management roles within the center.
Coding Instructor Code NinjasCoding InstructorHopkinton, MassachusettsWe are looking for a Coding Instructor to join our team of dynamic, energetic, forward-thinking minds, working toward our common goal: providing a fun and safe learning environment for children. Parents are thrilled as their children gain confidence and new skills including coding, math, logic, and problem-solving, as they progress from white to black belt.
Coding Instructor Home Helpers of South ShoreCoding InstructorBelmont, MA, MAAs part of our school outreach program, we offer classes in all surrounding public school districts of Acton, Westford, Concord, Lexington, Arlington, Bedford, Burlington and Belmont areas. An ideal candidate for this position will be someone who has completed or currently pursuing undergraduate/graduate in Computer Science or similar STEM related fields.
NewAI Pilot Vibe Coding Specialist Mind RiftAI Pilot Vibe Coding SpecialistProvidence, RIRemoteBachelor's or Master's Degree in Engineering, Applied Mathematics, Computer Science, or related technical fields is a plusPython web scraping: Build reliable scraping scripts using BeautifulSoup, Selenium (or equivalents) for multi-level sites, dynamic JS content (infinite scroll, AJAX), and API endpoints via provided proxyData extraction expertise: Navigate complex hierarchical structures (regions companies details), handling archived pages and varied HTML formatsData processing: Clean, normalize, and validate scraped data; deliver high-quality datasets in well-structured formats (CSV, JSON, Google Sheets) with clear, consistent presentationHands‑on experience with LLMs and AI frameworks to enhance automation and problem‑solvingStrong attention to detail and commitment to data accuracySelf‑directed work ethic with ability to troubleshoot independentlyEnglish proficiency: Upper‑intermediate (B2) or above (required)BenefitsGet paid for your expertise, with rates that can go up to $32/hour depending on your skills, experience, and project needsWork fully remote on your own schedule with just a laptop and stable internet connection. As a Vibe Code specialist, you'll handle data scraping tasks requiring technical precision for web extraction and processing, utilizing various tools such as our provided Apify and OpenRouter alongside your own resourceful approaches.
No-Code Business Analyst Creatio EMEA LTDNo-Code Business AnalystBoston, MAVersion Control: Utilize Git/SVN for version control, ensuring seamless collaboration, code integrity, and efficient management of application changesRequired Skills & Competencies:Proven experience in conducting business analysis and research tasks, including market research, competitor analysis, and gathering business requirements to shape product features. Web Services Integration: Create web services for system integration using no-code tools, including designing RESTful APIs and SOAP interfaces to enable seamless data exchange, ensuring adherence to security protocols, and providing documentation for developers and third-party systems.
NewSenior/Principal Code Consultant RimkusSenior/Principal Code ConsultantBoston, MAEmployee is frequently required to stand, walk on slope roofs, sit, climb ladders, work from stationary and moveable scaffolding (aka swing stages), bend, climb inside attics and crawl under homes and tunnels, balance, stoop, kneel, crouch, talk, hear, and drive a motor vehicle to job sites. Consulting services include; but are not limited too; providing code analysis and interpretation via email, phone call, and in-person or remote meetings; drafting memos to address code issues; meeting with local officials and fire departments on the client’s behalf; and supporting the in-house engineering and design teams.
Coding Instructor Home HelpersCoding InstructorAarlington, MassachusettsWe recognize our direct care staff as our greatest asset and offer: competitive compensation, initial & ongoing training, flexible hours, and a FRIENDLY & SUPPORTIVE WORK ATMOSPHERE. As part of our school outreach program, we offer classes in all surrounding public school districts of Acton, Westford, Concord, Lexington, Arlington, Bedford, Burlington and Belmont areas.
NewRemote AI Systems Engineer & Code Trainer DataAnnotationRemote AI Systems Engineer & Code TrainerBoston, MARemoteIdeal candidates are fluent in English, proficient in various programming languages, and have strong writing skills. You will design coding problems, write high-quality code, and evaluate AI-generated content.