Artificial intelligence is rapidly entering forensic laboratories—but what exactly is it changing?

In this episode of The Forensic Lens Podcast, I examine how AI is transforming forensic science from a tool that enhances observation into one that increasingly assists interpretation. From fingerprint matching and DNA mixture analysis to video and ballistic comparisons, AI systems are reshaping how evidence is processed—and how conclusions are produced.

But alongside these advances come critical questions. What happens when algorithms operate as “black boxes”? How do bias, automation, and unequal datasets affect reliability across populations? And in a field where evidence must withstand courtroom scrutiny, how do we ensure transparency and accountability?

This episode explores both the promise and the risks of AI in forensic science, arguing that while innovation is inevitable, human judgment, validation, and oversight must remain central. Technology may accelerate analysis—but justice still depends on how evidence is understood, explained, and defended.

📖 Read the full article on Agham Road.

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Public discussions of war often unfold through maps, strategy, and the language of geopolitics. But what does war look like from the ground—from the perspective of those who encounter its aftermath?

In this episode of The Forensic Lens Podcast, I reflect on conflict through the lens of forensic science. Drawing on experiences from recovery missions in post-conflict environments, the episode explores what remains after the headlines fade: devastated landscapes, fragmented human remains, and the painstaking work of identifying the dead. Forensic teams move through rubble not as strategists, but as witnesses—documenting loss, restoring identity, and returning names to those who might otherwise remain anonymous.

Beyond the destruction, the episode also examines the resilience of communities attempting to rebuild amid danger and uncertainty. War may be debated in terms of strategy and victory, but its anatomy is written in the lived realities of those who must recover the dead and carry on with life among the ruins.

📖 Read the full article on Agham Road.

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Detached feet washing ashore along the Salish Sea have fueled years of speculation, online theories, and true-crime narratives. But from a forensic perspective, these discoveries are not messages of violence—they are the predictable outcomes of biology, footwear design, and aquatic taphonomy.

In this episode of The Forensic Lens Podcast, I examine how modern shoes float, protect soft tissue, and preserve DNA; how water environments naturally disarticulate the human body over time; and why the geography and currents of the Salish Sea create recurring shoreline recoveries. The pattern, unsettling as it appears, points not to a perpetrator—but to physics, decomposition, and environment.

Forensics, in this case, does not reveal conspiracy. It restores proportion. And sometimes, it returns a name to what the sea briefly kept.

📖 Read the full article on Agham Road.

🌐 Learn more about my work here.

#TheForensicLens #ForensicAnthropology #AquaticTaphonomy #ForensicTaphonomy #HumanIdentification