Resurrection Walk Chapter 32 Summary: The AI Evidence Collapses
⚠️ Spoiler Warning: This guide contains detailed spoilers for the entire novel. Proceed only if you've finished reading or are comfortable knowing the plot.
Summary
Harry Bosch sits in the gallery as Hayden Morris cross‑examines Shami Arslanian. Morris quickly points out that her re‑creation software, “Project AImy,” is an artificial‑intelligence program. He moves to strike her testimony under Federal Rule of Evidence 702(c), arguing that AI has not been approved for use in the U.S. District Court for the Southern District of California. Judge Coelho sustains the objection, ruling the presentation and testimony inadmissible. Haller erupts in frustration, accusing the court of ignoring the truth to protect legal technicalities. After a tense exchange, the judge orders a ten‑minute recess. When the hearing resumes, Haller calls Bosch as his next witness. Bosch testifies to his forty years as a homicide detective and explains why he believes Lucinda Sanz was wrongly convicted. A new dispute erupts over cell‑tower data that Haller turned over only days before. Morris asks to disqualify the material, accusing Haller of bad‑faith discovery practices. Judge Coelho allows the testimony and gives Morris time to prepare cross‑examination.
Key Events
- Morris cross‑examines Arslanian – He establishes that “Project AImy” is an artificial‑intelligence program.
- Motion to strike under FRE 702(c) – Morris argues that AI testimony is not permissible in this district.
- Judge sustains the objection – Coelho rules that the AI‑based presentation and testimony are stricken from the record.
- Haller’s outburst – He condemns the ruling as a betrayal of the search for truth and is rebuked by the judge.
- Judge grants a short recess – The court takes a ten‑minute break to restore order.
- Haller calls Harry Bosch – Bosch is sworn in and testifies about his background and his belief in Sanz’s innocence.
- Discovery dispute over cell‑tower data – Morris objects to the late‑produced 1,900‑page data set, alleging bad faith.
- Judge allows testimony – Coelho rules the evidence can be used and grants Morris time to prepare cross‑examination.
Character Development
- Mickey Haller – Shows raw emotion for the first time in the hearing. His anger at the judge’s ruling and his whispered explanation to Lucinda reveal how deeply he is invested in this case.
- Harry Bosch – Transitions from passive observer to active witness. His prepared answer about why he works to free a convicted killer (“Because I don’t think she did it”) establishes his moral conviction.
- Hayden Morris – Remains methodical and unemotional. He uses a procedural loophole (702(c)) to gut Haller’s strongest evidence, showing his willingness to win on technicalities.
- Judge Coelho – Strives to maintain courtroom order while adhering strictly to current law, even when it pains her. She rejects Haller’s pleas to make the case a “test case” for AI.
- Shami Arslanian – Her brief testimony is effectively erased; she is a casualty of the legal system’s slow adaptation to new technology.
Themes, Symbols, or Motifs
- Justice vs. Legal Technicalities – The chapter dramatizes the tension between finding the truth (the AI re‑creation appears to show Sanz’s innocence) and following procedural rules (AI is not yet approved). Haller’s line “What does it say about us if we know the truth and throw it away?” encapsulates the conflict.
- The Slow March of the Law – The judge acknowledges that the district is “looking for a test case” but won’t bend existing rules. The law is portrayed as archaic and resistant to innovation, leaving an innocent woman in prison.
- Discovery as a Weapon – Morris tries to use Haller’s late turnover of cell‑tower data as grounds to exclude exculpatory evidence. Haller counters that Morris had ample resources to review the material. The exchange highlights how discovery rules can be manipulated by either side.
- Bosch’s Role as Truth‑Seeker – His testimony pivots on his decades of homicide experience and his personal certainty about Sanz’s innocence, reinforcing the motif of the lone investigator who cuts through institutional inertia.
Why This Chapter Matters
Chapter 32 is a turning point in the evidentiary phase of the hearing. The striking of Arslanian’s AI testimony removes what appeared to be the most compelling proof of Lucinda Sanz’s innocence. Haller’s case is severely weakened, and his emotional outburst signals desperation. Bosch’s entrance as a witness shifts the focus from high‑tech reconstruction to old‑fashioned detective work (cell‑tower data). The chapter also lays the groundwork for a potential appeal on the AI issue and sets up the next legal battle over the admissibility of the cell‑site evidence.
Study Questions and Answers
1. Why does the judge sustain Morris’s objection to Arslanian’s testimony?
Judge Coelho rules under Federal Rule of Evidence 702(c), which requires expert testimony to be “the product of reliable principles and methods.” Because the U.S. District Court for the Southern District of California has not yet approved artificial‑intelligence evidence in any case, the judge decides she cannot admit the AI‑based re‑creation or the testimony derived from it. She notes that the district is waiting for a test case but refuses to make this case the test.
2. How does Haller respond to the ruling, and what does his reaction reveal about his character?
Haller openly condemns the ruling, calling it a disgrace to the search for truth, and is twice reprimanded by the judge. His anger appears both genuine (he whispers to Lucinda to explain the setback) and partly performative (Bosch wonders how much is real). The outburst shows that Haller is emotionally invested in the case and willing to risk the court’s displeasure to fight for his client.
3. What is the basis of the discovery dispute over the cell‑tower data, and how does the judge resolve it?
Morris objects that Haller turned over 1,900 pages of AT&T cell‑tower data only four days before testifying, arguing bad faith. Haller counters that he was not obligated to disclose the data until he decided to use it, and that Morris had the resources to review it over the weekend. Judge Coelho sides with Haller, allowing the testimony to proceed but giving Morris time to prepare cross‑examination.
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