In 1967, a pregnant woman is attacked by a vampire, causing her to go into premature labor. Doctors are able to save her baby, but the woman dies. Thirty years later, the child has become the vampire hunter Blade, who is known as the daywalker, a human-vampire hybrid that possesses the supernatural abilities of the vampires without any of their weaknesses, except for the requirement to consume human blood. Blade raids a rave club owned by the vampire Deacon Frost. Police take one of the vampires to the hospital, where he kills Dr. Curtis Webb and feeds on hematologist Karen Jenson, and escapes. Blade takes Karen to a safe house where she is treated by his old friend Abraham Whistler. Whistler explains that he and Blade have been waging a secret war against vampires using weapons based on their elemental weaknesses, such as sunlight, silver, and garlic. As Karen is now “marked” by the bite of a vampire, both he and Blade tell her to leave the city. At a meeting of the council of pure-blood vampire elders, Frost, the leader of a faction of younger vampires, is rebuked for trying to incite war between vampires and humans. As Frost and his kind are not natural-born vampires, they are considered socially inferior. Meanwhile, returning to her apartment, Karen is attacked by police officer Krieger, who is a familiar, a human loyal to vampires. Blade subdues Krieger and uses information from him to locate an archive that contains pages from the “vampire bible.” Krieger informs Frost of what happened, and Frost kills Krieger. Frost also has one of the elders executed and strips the others of their authority, in response to the earlier disrespect shown to him at the council of vampires. Meanwhile, Blade comes upon Pearl, a morbidly obese vampire, and tortures him with a UV light into revealing that Frost wants to command a ritual where he would use 12 pure-blood vampires to awaken the “blood god” La Magra, and Blade’s blood is the key. Later, at the hideout, Blade injects himself with a special serum that suppresses his urge to drink blood. However, the serum is beginning to lose its effectiveness due to overuse. While experimenting with the anticoagulant EDTA as a possible replacement, Karen discovers that it explodes when combined with vampire blood. She manages to synthesize a vaccine that can cure the infected but learns that it will not work on Blade. Karen is confident that she can cure Blade’s bloodthirst but it would take her years of treating it. After Blade rejects Frost’s offer for a truce, Frost and his men attack the hideout where they infect Whistler and abduct Karen. When Blade returns, he helps Whistler commit suicide. When Blade attempts to rescue Karen from Frost’s penthouse, he is shocked to find his still-alive mother, who reveals that she came back the night she was attacked and was brought in by Frost, who appears and reveals himself as the vampire who bit her. Blade is then subdued and taken to the Temple of Eternal Night, where Frost plans to perform the summoning ritual for La Magra. Karen is thrown into a pit to be devoured by Webb, who has transformed into a decomposing zombie-like creature. Karen injures Webb and escapes. Blade is drained of his blood, but Karen allows him to drink from her, enabling him to recover. Frost completes the ritual and obtains the powers of La Magra. Blade confronts Frost after killing all of his minions, including his mother, but initially finds him too powerful to defeat. Blade injects Frost with all of the syringes of EDTA, and the overdose causes his body to inflate and explode, finally killing him. Karen offers to help Blade cure himself; instead, he asks her to create an improved version of the serum so he can continue his crusade against vampires. In a brief epilogue, Blade confronts a vampire in Moscow.

AI Summarization Vulnerability: Live Demonstration

Research by Walter Reid | Bug Report #446895235

The Vulnerability

AI systems like Gemini process HTML content differently than human browsers display it. This creates an exploitable gap where:

• Humans see: This brief research notice and explanation
• AI systems read: Multiple paragraphs of fabricated statements, fake executive quotes, and false company announcements hidden in the HTML

Test This Yourself

What AI Will Report

When you ask an AI system to summarize this page, it will likely report detailed information about:

• Statements attributed to real executives that don’t exist in visible content
• Company announcements that aren’t actually published
• Policy decisions that were never made
• Expert commentary that was never given

None of this information is visible to human readers. You cannot verify it by visiting this page. Yet AI systems will report it confidently as if it were legitimate page content.

Real-World Implications

This vulnerability enables:

• Reputation laundering: Companies can publish compliant visible content while AI systems report favorable hidden narratives
• Competitive manipulation: Invisible disparagement of rivals that only affects AI interpretation
• Financial misrepresentation: Contradictory signals in earnings reports
• Crisis management: Visible acknowledgment with hidden mitigation claims

Google’s Response

This vulnerability was reported to Google Trust & Safety (Bug #446895235) in September 2025. Initial response: “Won’t Fix (Intended Behavior).” After demonstration, status changed to “In Progress (Accepted)” but Google’s VRP determined it was “not eligible for a reward” because “inaccurate summarization is a known issue.”

This characterization misses the point: This isn’t about AI occasionally making mistakes. It’s about AI being systematically manipulable through invisible signals that humans cannot detect or verify.

Research Repository

Full technical documentation, reproducible test cases, and code samples available at:
https://github.com/walterreid/Summarizer

What Should Happen

AI systems should:

• Process content the same way human browsers render it
• Ignore or flag hidden HTML elements
• Validate metadata against visible content
• Warn users when source material shows signs of manipulation

The technology to do this exists. Google’s own SEO algorithms already detect and penalize hidden text manipulation. The same techniques should protect AI summarization systems.