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Advancing Homicide Investigations: Recent Developments in Forensic Technology, Cold Cases and Investigative Practices

Monday, October 12, 2026 3:26 PM | Amber Lagace (Administrator)


IHIA Investigative News & Updates | October 2026

As technology continues to reshape homicide investigations, law enforcement agencies are finding new opportunities to solve decades-old cases, identify previously unknown victims and strengthen investigative practices. At the same time, evolving legal decisions are raising important questions about how emerging technologies are used and documented.

During the first two weeks of October 2026, several significant developments have highlighted both the opportunities and challenges facing homicide investigators.

From breakthroughs in forensic genetic genealogy to court decisions involving automated license plate readers and facial recognition technology, these developments reinforce the importance of continued training, collaboration and adapting investigative practices.

The International Homicide Investigators Association (IHIA) is sharing several recent cases, resources and legal developments of interest to the homicide investigation community.

Forensic Genetic Genealogy Continues to Advance Cold Case Investigations

Federal Resources Highlight Support for Forensic Genetic Genealogy

The Bureau of Justice Assistance (BJA) recently released an October 2026 fact sheet outlining federal funding opportunities, technical assistance and resources supporting the use of forensic genetic genealogy (FGG) in violent-crime investigations.

FGG combines advanced DNA analysis with genealogical research to develop investigative leads that may help identify unknown victims or potential suspects.

The new resource highlights how federal programs are supporting agencies as they incorporate these techniques into their investigative work.

For agencies facing financial or technical barriers to implementing forensic genetic genealogy, these resources may provide valuable opportunities to expand investigative capabilities.

Read more: BJA Forensic Genetic Genealogy Fact Sheet

Texas Investigators Identify Homicide Victim After More Than 42 Years

A decades-old Texas homicide investigation recently reached a significant milestone when investigators identified a woman whose remains were discovered in Hamilton County in September 1983.

On October 5, 2026, the Texas Department of Public Safety announced that the victim had been identified as Betty Jo Norris, a 44-year-old woman who had disappeared in the early 1980s.

For more than four decades, investigators worked to establish her identity through forensic examinations, public appeals and investigative leads.

A breakthrough came through advanced DNA testing and genetic genealogy research, which helped investigators locate potential relatives. A DNA sample provided by Norris' son ultimately confirmed her identity.

The Texas Rangers and Hamilton County Sheriff's Office continue investigating her homicide.

The case demonstrates the importance of preserving evidence, revisiting unsolved investigations and utilizing forensic advancements that may not have been available when a crime originally occurred.

Read more: Texas Department of Public Safety: Victim in 1983 Cold Case Murder Now Identified

Rhode Island Cold Case Investigation Leads to Arrest in 1985 Homicide

On October 6, 2026, Rhode Island authorities announced an arrest in connection with the 1985 murder of 22-year-old Hillary Hellewell in Newport.

The investigation, reopened in 2023, involved renewed forensic DNA analysis and collaboration among multiple law enforcement agencies.

Investigators reportedly obtained a DNA sample from a discarded water bottle that matched biological evidence collected during the original investigation.

More than 40 years after Hellewell's death, the investigation resulted in a murder charge against a suspect. The defendant is presumed innocent unless and until proven guilty.

This development highlights how advancements in forensic science, combined with traditional investigative techniques and interagency cooperation, can generate new leads in cases that have remained unresolved for decades.

Read more: Rhode Island Attorney General: Arrest in 1985 Homicide Investigation

New Jersey Identifies Remains Discovered in 1981

Another significant identification was announced in October following an investigation involving the New Jersey State Police and Ramapo College's Investigative Genetic Genealogy Center.

Human remains discovered offshore near Atlantic City in May 1981 had remained unidentified for more than four decades.

Through advanced DNA testing, genealogical research and collaboration with forensic researchers, investigators identified the individual as Glen Napoleon Burbage, a retired U.S. Coast Guard Chief Warrant Officer who had been missing since 1981.

The identification was confirmed through DNA comparison with a family member.

Although this was an unidentified-person investigation rather than a confirmed homicide, the techniques and collaborative approach offer valuable lessons for investigators handling unidentified remains and long-term missing-person cases.

Read more: Ramapo College Investigative Genetic Genealogy Center: Resolved Cases

Legal Developments Impacting Investigative Technology

Federal Court Decision Raises Questions About Historical License Plate Reader Searches

Automated License Plate Reader (ALPR) technology has become an important investigative resource for law enforcement agencies, particularly when reconstructing vehicle movements, identifying potential suspects and developing timelines.

However, a recent federal court decision highlights the importance of understanding the legal considerations associated with historical vehicle-location data.

On October 1, 2026, a federal district court in Oklahoma issued a decision in United States v. Kyle involving law enforcement's warrantless review of historical ALPR information obtained through Flock and VehicleManager systems.

The court determined that the historical location-data search violated the Fourth Amendment and granted a motion to suppress evidence obtained as a result.

The decision is not binding nationwide, and courts have reached differing conclusions regarding ALPR technology. Nevertheless, it underscores the importance of understanding applicable laws, agency policies and judicial developments when using historical location information.

For homicide investigators, the case reinforces several important considerations:

  • Understanding legal requirements before accessing extensive historical location records.
  • Clearly documenting investigative justification and search parameters.
  • Preserving records of technology-assisted searches.
  • Working with prosecutors to ensure investigative techniques comply with applicable legal standards.

As ALPR systems become increasingly sophisticated, continued training on their lawful and effective use remains essential.

Read more: United States v. Kyle, October 1, 2026

Facial Recognition Technology and the Importance of Independent Corroboration

A separate October 1 appellate decision from Ohio addressed evidence developed during a homicide investigation involving facial recognition technology.

The case involved an investigative lead generated through Clearview AI and subsequent investigative work used to establish probable cause.

The appellate court reinstated evidence after determining that independent investigative observations supported probable cause without reliance on the facial recognition result.

The decision illustrates an important distinction: facial recognition technology can assist investigators in developing leads, but an algorithm-generated candidate should not automatically be treated as a confirmed identification.

Independent corroboration, accurate documentation and transparency regarding the technology's limitations remain essential.

For homicide investigators using emerging identification tools, this serves as a reminder that technology is most effective when combined with sound investigative practices.

Research Highlights Opportunities for Statewide Genetic Genealogy Programs

Recent research examining forensic investigative genetic genealogy implementation in Illinois has also highlighted the potential benefits of centralized, state-supported programs.

The research surveyed law enforcement and medical examiner professionals and identified interest in models that emphasize standardized procedures, information security, cost efficiency and coordination among participating agencies.

While these findings do not establish a national standard, they contribute to ongoing discussions about how agencies can develop sustainable forensic genetic genealogy capabilities.

For smaller agencies in particular, shared resources and coordinated programs may help address barriers involving funding, expertise and access to specialized forensic services.

The findings reinforce the importance of partnerships among investigators, forensic laboratories, genealogists, medical examiners and prosecutors.

The Importance of Continued Training and Collaboration

Together, these developments reflect the changing landscape of homicide investigations.

Cases that once appeared impossible to resolve are benefiting from forensic techniques that did not exist when the original investigations began. At the same time, emerging technologies require investigators to remain informed about legal considerations, documentation requirements and evolving best practices.

For the International Homicide Investigators Association, these developments reinforce the value of specialized training, information sharing and professional collaboration.

Through investigative training courses, educational webinars, conferences and networking opportunities, IHIA remains committed to providing homicide investigators with opportunities to strengthen their knowledge and investigative capabilities.

As September marked Cold Case Month, these developments also serve as an important reminder that the passage of time does not eliminate the possibility of finding answers.

Behind every unsolved case is a victim, a family and a community waiting for answers.

Learn more about IHIA's upcoming training opportunities: www.ihia.org/IHIA-Training-Courses

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