Harnessing Google’s AI to tease out insights from my Miske files

I’ve been fiddling around with a couple of AI tools to see what they can contribute.

One of these is Google’s NotebookLM (as in Language Model) which utilizes Google’s Gemini AI to process large amounts of information. I’ve written about NotebookLM here before, and stop now and then to see what it can do to assist me.

Here’s one example. My latest experiment was to copy almost everything I’ve written about Miske at Civil Beat into a new Google notebook, and ended with 83 source files. I was searching for and transferring the files manually, so the collection may not be complete.

Then I asked Google what accounted for Miske’s ability to operate his criminal enterprise for so long.

This was Google’s answer. It did a decent job of pointing out structural areas of concern. This could be treated as an outline or starting point for a fuller discussion of these factors.

Michael J. Miske Jr.’s longevity as an alleged crime leader, spanning at least two decades, was reportedly facilitated by a combination of systemic factors, including his sophisticated use of legitimate businesses as fronts, alleged corruption or inaction within local law enforcement and city agencies, his reputation for and strategic use of violence and intimidation, and his methods of financial concealment and exploitation of regulatory weaknesses.

Key systemic factors identified in the sources include:

Use of Legitimate Businesses as Facades Miske allegedly controlled a network of seemingly legitimate businesses, such as Kamaaina Termite and Pest Control, M Nightclub (and its successor Encore), Kamaaina Plumbing, Hawaii Partners LLC (a used car dealership), Kamaaina Holdings LLC (which owned a fishing vessel), and Makana Pacific Development LLC. These businesses were reportedly used as a “home base and a facade” for criminal activities, including planning crimes, money laundering, and fraudulently employing individuals whose “work” involved acts of violence or fraud for the “Miske Enterprise”. Miske allegedly transferred nominal control of several companies to his daughter-in-law, Delia-Anne Fabro-Miske, or used business partners like Jason Yokoyama as figureheads to conceal his true ownership and control, especially given his felony record which restricted his ability to hold certain licenses.

Alleged Corruption and Inaction by Law Enforcement and City Officials Miske’s ability to operate for so long reportedly stemmed from his “clout” and “apparent special relationship with the office Honolulu’s city prosecutor and the Honolulu Police Department”.

Intervention in Cases: Former Honolulu Deputy Prosecutor Katherine Kealoha and then-Police Chief Louis Kealoha were implicated in allegedly intervening on Miske’s behalf. For instance, Katherine Kealoha reportedly told an HPD officer to drop efforts to locate Miske for a traffic citation, falsely claiming he was “assisting the Prosecutor’s Office with an ongoing investigation”. Miske himself allegedly threatened an officer, stating, “I can go to the top of the food chain, You’ll see, Jared Spiker,” implying his influence over high-ranking officials.

“Off-the-Books” Coordination: An HPD sergeant, Al Lee, cooperated “off the books” with the FBI regarding Miske’s arrest due to suspicions of corruption within HPD itself.

Ignoring Regulatory Violations: Miske allegedly got his way with the city regarding permits, such as stringing lights on a public tree without proper authorization and refusing to remove them, leading the Parks Department to seek guidance from the mayor’s office rather than enforce rules. His businesses reportedly submitted fraudulent paperwork to regulators for years, with “overworked public employees rarely flagged problems or referred them for action”.

Use of Violence, Intimidation, and Reputation The “Miske Enterprise” allegedly maintained its power and protected its profits through violence, intimidation, and threats.

“Muscle” and “Shooters”: Miske recruited individuals like Jacob “Jake” Smith, a skilled martial artist, to provide “strong-arm services,” commit assaults, and even participate in murder-for-hire plots, often paying them for these “jobs”. These violent acts contributed to the enterprise’s “reputation for violence”.

Deterring Competition: Miske allegedly used threats and intimidation to discourage rival bidders at used car auctions.

Protection for Associates: Members of the Miske Enterprise, such as Hunter Wilson, felt “assisted and emboldened by being a member of the Miske Enterprise” and believed “nobody would mess with them” because they were part of Miske’s group. Harry Kauhi also admitted benefiting from the “protection the enterprise afforded” his drug activities.

Financial Concealment and Fraudulent Practices Miske’s enterprise allegedly engaged in various financial crimes to obscure illicit gains and evade taxes.

Skimming and Tax Fraud: Miske and associates like Jason Yokoyama allegedly “regularly and corruptly skimmed funds” from M Nightclub, underreporting income to the IRS and resulting in significant tax loss. Miske’s accountant, Tricia Ann Castro, pleaded guilty to preparing false tax returns for Miske, his companies, and associates, and using “materially false documents” for loan applications. Miske’s personal expenses, including an “$11.5 million renovation to Miske’s personal residence,” were allegedly expensed as business costs.

Structuring Transactions: Miske and his associates engaged in “structuring” bank transactions, breaking large sums into amounts under the $10,000 reporting threshold, which is evidence of money laundering.

Benefit Fraud: Delia Fabro-Miske admitted to wire fraud by failing to report significant income to the Social Security Administration to continue receiving full survivor benefits after Caleb Miske’s death.

Exploitation of Regulatory Weaknesses Miske allegedly exploited lax oversight and specific regulations.

Pest Control Licensing Fraud: Kamaaina Termite and Oahu Termite allegedly obtained and maintained their pest control licenses by submitting “phony company documents” and falsely claiming a qualified “Responsible Managing Employee” (RME) held majority ownership, when Miske actually owned 100%.

Chemical Misuse: Skipping the use of chloropicrin (a warning agent) in fumigation, ostensibly to do more jobs faster, also created an unregulated supply of the chemical that was later allegedly used in chemical attacks on rival nightclubs. Unlicensed employees were also used for fumigation jobs.

Liquor and Auto Dealer Licensing: Similar to the pest control licenses, Miske circumvented regulations for his M Nightclub’s liquor license and Hawaii Partners LLC’s motor vehicle dealer license by using associates as front owners and falsely reporting no felony convictions among key personnel.

One external comment in the sources also suggests that the “absence of serious gangland competition” in Honolulu might have allowed such a group to “survive and prosper,” implying a less competitive criminal environment contributed to their ability to operate without significant challenges from rivals.

I’ll try to remember to come back and share some of the problems I found in working with NotebookLM in its current form.


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4 thoughts on “Harnessing Google’s AI to tease out insights from my Miske files

  1. Edward Johnston

    These AI findings are remarkable and scary. We used the same “Notebook LM” to take a pdf I’d written about my aunt (circa 1950’s newspaper and Time magazine reporter) and generate a podcast. The result is other worldly. Two “people” in a deep discussion drawing conclusions, speculating accurately about events of the era! All 100% accurate.

    Reply
  2. Kateinhi

    …. an AI assist on an Epstein look-up “how’d he get away with his activities for so long” could reveal much the same kind of collusion in a bigger world.

    Reply
  3. Mr D

    Interesting results.
    I briefly tried NotebookLM last year and abandoned it because of the limited sourcing options. Maybe it’s time to try again.

    Looking forward to hearing your experiences.

    Reply

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