Artificial Intelligence in Forensic Science: Promise, Peril, and Power

Blood’s Uncertain Arc

Popular culture often portrays bloodstain pattern analysis as a near-infallible way to reconstruct violence. But blood may obey physics while its interpretation remains vulnerable to human judgment, uncertainty, and error. In this episode of The Forensic Lens Podcast, I examine a new study testing HemoVision, a system that reconstructs the three-dimensional path of a blood-bearing object during cast-off events. Its tubular swing path envelope offers investigators a measurable region of probability rather than one supposedly perfect trajectory—an important step toward more transparent and scientifically restrained interpretation. The technology is promising, but the study’s controlled conditions, analyst-dependent decisions, and limited blind testing mean it is not yet ready to resolve the complexity of real crime scenes. Before such reconstructions enter routine casework, they require independent validation, known error rates, proficiency testing, and local studies under the conditions in which they will actually be used. 📖 Read the full article on Agham Road [https://aghamroad.org/rjotaduran/]. 🌐 Learn more about my work here [https://rjotaduran.com/]. #TheForensicLens #BloodstainPatternAnalysis #ForensicScience #HemoVision #ScientificValidation

The Senate, the Shove, and the Screenshot

When a physical confrontation between Senator Robin Padilla and Interior Secretary Jonvic Remulla became a viral clip, screenshot, and meme, the moment seemed almost too absurd for a week already overflowing with Senate drama. But beneath the humor was something more serious: a visual fragment that functioned as digital evidence. In this episode of The Forensic Lens Podcast, I examine how video, screenshots, and memes now shape public interpretation of political events. A clip does not tell the whole truth, but it changes where debate begins. It gives the public something concrete to replay, question, mock, and scrutinize—while also raising forensic concerns about context, sequence, metadata, editing, and selective framing. The Senate shove became powerful because it condensed institutional confusion into one image. In the age of screenshots, political power can still explain itself—but it can also be paused, zoomed in, remixed, and laughed at. 📖 Read the full article on Agham Road [https://aghamroad.org/the-senate-the-shove-and-the-screenshot/]. 🌐 Learn more about my work here [https://rjotaduran.com/]. #TheForensicLens #DigitalEvidence #ForensicScience #PhilippinePolitics #MediaForensics

Digital Evidence and the Senate Siege

When gunfire echoed inside the Philippine Senate during an attempted arrest involving an ICC warrant, competing narratives quickly took over: was it a siege, a security response, political theater, or a calculated distortion of events? In this episode of The Forensic Lens Podcast, I examine how digital evidence can cut through politically charged claims and counterclaims. From CCTV footage and smartphone videos to livestreams, audio, timestamps, and metadata, the episode explores how modern investigations reconstruct sequence, movement, and accountability when public narratives collide. In moments where truth is contested, evidence must test every version of reality. A single clip can mislead, but multiple digital traces can cross-examine one another. The timeline does not care about politics—and sooner or later, the evidence reveals who is telling the truth. 📖 Read the full article on Agham Road [https://aghamroad.org/digital-evidence-and-the-senate-siege/]. 🌐 Learn more about my work here [https://rjotaduran.com/]. #TheForensicLens #DigitalEvidence #ForensicScience #PhilippinePolitics #EvidenceBasedAnalysis

Anthropology of Pluribus

What happens when humanity becomes one mind? In this episode of The Forensic Lens Podcast, I explore the sci-fi series Pluribus (created by Vince Gilligan) through a biocultural and forensic lens. The show imagines a world where an extraterrestrial signal transforms humanity into a unified collective consciousness—peaceful, cooperative, and eerily harmonious. But beneath that calm lies a deeper question: where does the individual end, and where does the collective begin? Drawing from anthropology, this episode examines how humans are already wired for connection—how belonging, shared memory, and distributed cognition shape who we are. Pluribus does not invent these tendencies; it amplifies them. It presents a world where the drive to belong no longer negotiates identity—it replaces it. From a forensic perspective, the implications are profound. If decisions emerge from a collective mind, who is responsible? What happens to agency, intention, and accountability when individuality dissolves? This is not just a story about aliens or futures. It is a reflection on the present—on culture, systems, and the subtle convergence of thought in an age of algorithmic influence. 📖 Read the full article on Agham Road [https://aghamroad.org/anthropology-of-pluribus/]. 🌐 Learn more about my work here [https://rjotaduran.com/]. #TheForensicLens #Anthropology #CollectiveConsciousness #BioculturalAnthropology #Pluribus

Scrolling is the New Smoking

When a Los Angeles jury held Meta Platforms and YouTube liable for the addictive design of their platforms, the ruling marked a shift in how we understand harm in the digital age—not as a problem of content, but of architecture. In this episode of The Forensic Lens Podcast, I examine how social media platforms function not just as spaces for interaction, but as engineered environments that shape attention, behavior, and identity. Drawing from neuroscience and anthropology, the discussion explores how variable rewards, constant feedback, and algorithmic design recalibrate the human brain—particularly during adolescence. From the gradual conditioning of Millennials to the ambient digital immersion of Gen Z, this is not simply a story about technology use. It is about cognitive rewiring. Placed within a longer evolutionary arc, social media becomes part of a lineage of tools that reshape how humans think—only now faster, more personal, and more recursive than ever before. As governments begin to regulate access and artificial intelligence emerges as the next frontier, the question becomes urgent: are we designing our tools, or are they designing us? 📖 Read the full article on Agham Road [https://aghamroad.org/scrolling-is-the-new-smoking/]. 🌐 Learn more about my work here [https://rjotaduran.com/]. #TheForensicLens #SocialMedia #DigitalAddiction #CognitiveScience #Neuroanthropology