<!DOCTYPE html PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN"><html><head><meta content="text/html;charset=UTF-8" http-equiv="Content-Type"></head><body ><div style="font-family: Verdana, Arial, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);"><p style="line-height:1.7999999999999998;margin-top:5pt;margin-bottom:9pt;" dir="ltr"><span style="font-size:12pt;font-family:Verdana,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Hi All,</span><br></p><p style="line-height:1.7999999999999998;margin-top:5pt;margin-bottom:9pt;" dir="ltr"><span style="font-size:12pt;font-family:Verdana,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Amica cleared up all but the crucial matter of home offices, for which they will get back to me in a day or two. Seconding Marcia, I have found Amica excellent, with my recent experience an exception. But Insurance companies are profit-driven, and obviously half of profit entails reducing payouts. Hence all the “”trust us” marketing. The last few years have been brutal on insurance companies.</span><br></p><div dir="ltr">I'll post the resolution about home offices when I get it.</div><div><br></div><div id="Zm-_Id_-Sgn" data-sigid="1535369000000073001" data-zbluepencil-ignore="true"><div style="font-family: Verdana; font-size: 12px; line-height: normal; margin: 0px"><span class="size" style="font-size:13px"><span class="font" style="font-family:verdana, sans-serif">Best Regards,<br></span></span></div><div style="font-family: Verdana; font-size: 12px; line-height: normal; margin: 0px; min-height: 15px"><span class="size" style="font-size:13px"><span class="font" style="font-family:verdana, sans-serif"><br></span></span></div><div style="font-family: Verdana; font-size: 12px; line-height: normal; margin: 0px; color: rgb(170, 48, 37)"><b><span class="size" style="font-size:13px"><span class="font" style="font-family:verdana, sans-serif">Rob Laporte</span></span></b><span class="size" style="font-size:13px"><span class="font" style="font-family:verdana, sans-serif"><br></span></span></div><div style="font-family: Verdana; font-size: 12px; line-height: normal; margin: 0px"><span class="size" style="font-size:13px"><span class="font" style="font-family:verdana, sans-serif">CEO | R&D Manager</span><span class="font" style="font-family:verdana, sans-serif"><br></span></span></div><div style="font-family: Verdana; font-size: 12px; line-height: normal; margin: 0px"><b><span class="size" style="font-size:13px"><span class="font" style="font-family:verdana, sans-serif">DISC - Making Websites Make Money</span></span></b><span class="size" style="font-size:13px"><span class="font" style="font-family:verdana, sans-serif"><br><a href="mailto:Rob@2disc.com" target="_blank">Rob@2disc.com</a>, <span class="size" style="font-size:13px"><span class="font" style="font-family:verdana, sans-serif">413-584-6500</span></span></span></span><br></div><div style="font-family: Verdana; font-size: 12px; line-height: normal; margin: 0px"><span class="size" style="font-size:13px"><span class="font" style="font-family:verdana, sans-serif"><a target="_blank" href="https://www.2disc.com">www.2disc.com</a></span></span><span class="size" style="font-size:16px"><span class="font" style="font-family:arial, helvetica, sans-serif, sans-serif"></span></span><br></div><div style="font-family: Verdana; font-size: 12px; line-height: normal"><span class="size" style="font-size:16px"><span class="font" style="font-family:arial, helvetica, sans-serif, sans-serif"></span></span><br></div><div><b style="font-family: Verdana; font-size: 12px; line-height: normal"><span class="size" style="font-size:16px"><span class="font" style="font-family:arial, helvetica, sans-serif, sans-serif"><span class="colour" style="color:rgb(153, 0, 0)">NOTE:</span></span></span></b><span class="size" style="font-size:16px"><span class="font" style="font-family:arial, helvetica, sans-serif, sans-serif"><span class="colour" style="color:rgb(153, 0, 0)"> Emails can be blocked by spam filters throughout the web. If you don’t get a reply within an expected span of time, please call.</span></span></span><br></div></div><div><br></div><div class="zmail_extra_hr" style="border-top: 1px solid rgb(204, 204, 204); height: 0px; margin-top: 10px; margin-bottom: 10px; line-height: 0px;"><br></div><div class="zmail_extra" data-zbluepencil-ignore="true"><div><br></div><div id="Zm-_Id_-Sgn1">---- On Sun, 02 Feb 2025 16:09:10 -0500 <b>Alan Frank <alan@8wheels.org></b> wrote ---<br></div><div><br></div><blockquote id="blockquote_zmail" style="margin: 0px;"><div style="font-size: 10pt"><p>Many of us are deducting home office costs on our Schedule C's. It's probably worth considering how much you are saving by doing so compared with the risk and expense of noncoverage if you have a clause in your policy similar to Rob's.<br><br>--Alan</p><div id="x_1837178706signature"><br></div><div><br></div><p>-------- Original Message --------<br></p><table cellpadding="0" cellspacing="0" border="0"><tbody><tr><th nowrap="nowrap" valign="baseline" align="right">Subject:<br></th><td>[Hidden-tech] Great Use of LLMs for Insurance Policy Scrutiny; Many Hopeful Implications<br></td></tr><tr><th nowrap="nowrap" valign="baseline" align="right">Date:<br></th><td>2025-02-02 11:59<br></td></tr><tr><th nowrap="nowrap" valign="baseline" align="right">From:<br></th><td>Rob Laporte via Hidden-discuss <<a target="_blank" href="mailto:hidden-discuss@lists.hidden-tech.net">hidden-discuss@lists.hidden-tech.net</a>><br></td></tr><tr><th nowrap="nowrap" valign="baseline" align="right">To:<br></th><td>"hidden-discuss" <<a target="_blank" href="mailto:hidden-discuss@lists.hidden-tech.net">hidden-discuss@lists.hidden-tech.net</a>><br></td></tr></tbody></table><div><br></div><div id="x_1837178706replybody1"><div style="font-family: Verdana, Arial, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0)"><p style="line-height: 1.8; margin-right: 13.5pt; margin-top: 5pt; margin-bottom: 9pt" dir="ltr"><span class="highlight" style="background-color:transparent"><span class="colour" style="color:rgb(0, 0, 0)"><span class="font" style="font-family:Verdana, sans-serif"><span class="size" style="font-size: 11pt; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Hi All,</span></span></span></span><br></p><p style="line-height: 1.8; margin-right: 13.5pt; margin-top: 5pt; margin-bottom: 9pt" dir="ltr"><span class="highlight" style="background-color:transparent"><span class="colour" style="color:rgb(0, 0, 0)"><span class="font" style="font-family:Verdana, sans-serif"><span class="size" style="font-size: 11pt; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">The following intrigue-laced home insurance drama suggests great uses for LLMs, as well as entrepreneurial vistas.</span></span></span></span><br></p><p style="line-height: 1.8; margin-right: 13.5pt; margin-top: 5pt; margin-bottom: 9pt" dir="ltr"><span class="highlight" style="background-color:transparent"><span class="colour" style="color:rgb(0, 0, 0)"><b><span class="font" style="font-family:Verdana, sans-serif"><span class="size" style="font-size: 11pt; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Insurance Policy Skulduggery</span></span></b></span></span><br></p><p style="line-height: 1.8; margin: 5pt 13.5pt 9pt 36pt" dir="ltr"><span class="highlight" style="background-color:transparent"><span class="colour" style="color:rgb(0, 0, 0)"><span class="font" style="font-family:Verdana, sans-serif"><span class="size" style="font-size: 11pt; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Customized LLM tools like OpenAI GPTs, Google NoteBook LM, and Claude Projects </span></span></span></span><span class="highlight" style="background-color:transparent"><span class="colour" style="color:rgb(0, 0, 0)"><b><span class="font" style="font-family:Verdana, sans-serif"><span class="size" style="font-size: 11pt; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">enable brilliant unpacking of insurance policies and their tiny annual text changes that can undermine your coverage</span></span></b></span></span><span class="highlight" style="background-color:transparent"><span class="colour" style="color:rgb(0, 0, 0)"><span class="font" style="font-family:Verdana, sans-serif"><span class="size" style="font-size: 11pt; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"> and increase risk</span></span></span></span><span class="highlight" style="background-color:transparent"><span class="colour" style="color:rgb(0, 0, 0)"><b><span class="font" style="font-family:Verdana, sans-serif"><span class="size" style="font-size: 11pt; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">.</span></span></b></span></span><span class="highlight" style="background-color:transparent"><span class="colour" style="color:rgb(0, 0, 0)"><span class="font" style="font-family:Verdana, sans-serif"><span class="size" style="font-size: 11pt; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"> Given news about surprise clauses denying or reducing coverage for CA wildfire victims, and given that all, even non-CA, insurance corporations will have to increase rates (due in part to how re-insurance works to insure insurance companies), I thought it wise to use LLMs to scrutinize my formerly trustworthy Amica home and auto policies. </span></span></span></span><br></p><p style="line-height: 1.8; margin: 5pt 13.5pt 9pt 36pt" dir="ltr"><span class="highlight" style="background-color:transparent"><span class="colour" style="color:rgb(0, 0, 0)"><span class="font" style="font-family:Verdana, sans-serif"><span class="size" style="font-size: 11pt; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">I uploaded all past and current docs to three top LLMs, and discovered that little word changes meant that my home would not actually be covered. The details are many and important, but I'll mention just salient issues:</span></span></span></span><br></p><ul style="margin-top: 0; margin-bottom: 0"><li style="list-style-type: disc; font-size: 11pt; font-family: Verdana, sans-serif; color: rgb(0, 0, 0); background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap; margin-left: 36pt" dir="ltr"><p style="line-height: 1.8; margin-right: 13.5pt; margin-top: 0px; margin-bottom: 0pt" dir="ltr"><span class="highlight" style="background-color:transparent"><span class="colour" style="color:rgb(0, 0, 0)"><b><span class="font" style="font-family:Verdana, sans-serif"><span class="size" style="font-size: 11pt; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Language regarding home office use changed such that, say, a demolishing fire would not be covered</span></span></b></span></span><span class="highlight" style="background-color:transparent"><span class="colour" style="color:rgb(0, 0, 0)"><span class="font" style="font-family:Verdana, sans-serif"><span class="size" style="font-size: 11pt; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">, or at best would result in costly court battles to get the coverage one had in prior years. And guess what increased enormously since the pandemic? Home office coverage subdivides by important distinctions too involved to get into here.</span></span></span></span><br></p></li><li style="list-style-type: disc; font-size: 11pt; font-family: Verdana, sans-serif; color: rgb(0, 0, 0); background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap; margin-left: 36pt" dir="ltr"><p style="line-height: 1.8; margin-right: 13.5pt; margin-top: 0px; margin-bottom: 0pt" dir="ltr"><span class="highlight" style="background-color:transparent"><span class="colour" style="color:rgb(0, 0, 0)"><b><span class="font" style="font-family:Verdana, sans-serif"><span class="size" style="font-size: 11pt; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">A little new text about security devices rendered a future claim easily dismissed.</span></span></b></span></span><span class="highlight" style="background-color:transparent"><span class="colour" style="color:rgb(0, 0, 0)"><span class="font" style="font-family:Verdana, sans-serif"><span class="size" style="font-size: 11pt; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"> The new policy itemizes various wireless security and fire subsystems, inputting some I did not have, which gave a $35 discount. In prior years, none of those devices were listed. ChatGPT explained that this is one of several tricks insurance companies use: If I had not found it, and my home burned down, the insurance company could claim the misrepresentation is a kind of fraud nullifying the contract. And one of the features Amica pre-filled for me was a "Wi-Fi connected fire alarm" I don't have.</span></span></span></span><br></p><ul style="margin-top: 0; margin-bottom: 0"><li style="list-style-type: circle; font-size: 11pt; font-family: Verdana, sans-serif; color: rgb(0, 0, 0); background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap; margin-left: 36pt" dir="ltr"><p style="line-height: 1.8; margin-right: 13.5pt; margin-top: 0px; margin-bottom: 0pt" dir="ltr"><span class="highlight" style="background-color:transparent"><span class="colour" style="color:rgb(0, 0, 0)"><span class="font" style="font-family:Verdana, sans-serif"><span class="size" style="font-size: 11pt; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Yes, you could fight that in court, but you'd likely have to settle for less than full coverage or else risk losing all at trial. </span></span></span></span><br></p></li></ul></li><li style="list-style-type: disc; font-size: 11pt; font-family: Verdana, sans-serif; color: rgb(0, 0, 0); background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap; margin-left: 36pt" dir="ltr"><p style="line-height: 1.8; margin-right: 13.5pt; margin-top: 0px; margin-bottom: 9pt" dir="ltr"><span class="highlight" style="background-color:transparent"><span class="colour" style="color:rgb(0, 0, 0)"><b><span class="font" style="font-family:Verdana, sans-serif"><span class="size" style="font-size: 11pt; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Other little text changes since last year impacted full replacement costs, personal property coverage, town building ordinance costs</span></span></b></span></span><span class="highlight" style="background-color:transparent"><span class="colour" style="color:rgb(0, 0, 0)"><span class="font" style="font-family:Verdana, sans-serif"><span class="size" style="font-size: 11pt; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"> during rebuild, and more. All of the changes either reduced coverage or injected ambiguity that corporate insurance lawyers love in denying claims. </span></span></span></span><br></p></li></ul><p style="line-height: 1.8; margin: 5pt 13.5pt 9pt 36pt" dir="ltr"><span class="highlight" style="background-color:transparent"><span class="colour" style="color:rgb(0, 0, 0)"><span class="font" style="font-family:Verdana, sans-serif"><span class="size" style="font-size: 11pt; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">When I called the insurance company rep (and got permission to record as they too record), she claimed that they had not gotten my contact form submission of questions I sent via a linked Google doc. I had gotten a reply that a rep would get back to me--after the renewal and auto-pay date I disabled. While spoke with a rep, I arranged emailing it directly to her, and she claimed she did not get it--while Google showed 6 new live viewers streaming in (the doc was viewable only via that emailed link). After some talk, I pointed out that several people just started looking at the doc right now, prompting the live viewers to drop off one after another like cockroaches when the light goes on. She said she'd have to refer this matter to the local branch who would call me Monday. A long hold early in the conversation--after I explained my LLM use--suggests she had already looped in managers and probably legal, who were not only viewing the doc but also must have been listening live. It seems insurance companies are gearing up for a trend of people using LLMs to scrutinize policies. </span></span></span></span><br></p><p style="line-height: 1.8; margin: 5pt 13.5pt 9pt 36pt" dir="ltr"><span class="highlight" style="background-color:transparent"><span class="colour" style="color:rgb(0, 0, 0)"><b><span class="font" style="font-family:Verdana, sans-serif"><span class="size" style="font-size: 11pt; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Lesson: LLMs empower us to vet contracts rapidly.</span></span></b></span></span><br></p><p style="line-height: 1.8; margin-right: 13.5pt; margin-top: 5pt; margin-bottom: 9pt" dir="ltr"><span class="highlight" style="background-color:transparent"><span class="colour" style="color:rgb(0, 0, 0)"><b><span class="font" style="font-family:Verdana, sans-serif"><span class="size" style="font-size: 11pt; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Similar LLM Uses and Related Career Opportunities</span></span></b></span></span><br></p><p style="line-height: 1.8; margin: 5pt 13.5pt 9pt 36pt" dir="ltr"><span class="highlight" style="background-color:transparent"><span class="colour" style="color:rgb(0, 0, 0)"><b><span class="font" style="font-family:Verdana, sans-serif"><span class="size" style="font-size: 11pt; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">One can vet one's town property taxes.</span></span></b></span></span><span class="highlight" style="background-color:transparent"><span class="colour" style="color:rgb(0, 0, 0)"><span class="font" style="font-family:Verdana, sans-serif"><span class="size" style="font-size: 11pt; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"> A neighbor into LLMs is currently making a little interactive app which (1) shows how much more or less one's home tax appraisal went up relative to one's street or any selected area, and (2) shows the maximum, minimum, and range of increases in a town. This enables detecting errors costing homeowners, and then getting LLM guidance on resolving the issue/s. </span></span></span></span><br></p><p style="line-height: 1.8; margin: 5pt 13.5pt 9pt 36pt" dir="ltr"><span class="highlight" style="background-color:transparent"><span class="colour" style="color:rgb(0, 0, 0)"><b><span class="font" style="font-family:Verdana, sans-serif"><span class="size" style="font-size: 11pt; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">One can quickly assess Terms of Service (ToS) and Privacy Policy changes.</span></span></b></span></span><span class="highlight" style="background-color:transparent"><span class="colour" style="color:rgb(0, 0, 0)"><span class="font" style="font-family:Verdana, sans-serif"><span class="size" style="font-size: 11pt; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"> I signed up for a crypto IRA ~5 years ago. Subsequently, they had some shady changes in storage and banking custodians. A few months ago, I could not log in to view or act unless I agreed to a new ToS. An LLM highlighted new risks in the new ToS, which were buried in the many pages. Now, after each login that requires clicking agreement, I email and post to customer service that I do not concede to the new terms. (I'll be moving from them soon; and BTW, how screwy is it that a long-term financial contract can be changed at any time?).</span></span></span></span><span class="highlight" style="background-color:transparent"><span class="colour" style="color:rgb(0, 0, 0)"><span class="font" style="font-family:Verdana, sans-serif"><span class="size" style="font-size: 11pt; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br></span></span></span></span><span class="highlight" style="background-color:transparent"><span class="colour" style="color:rgb(0, 0, 0)"><b><span class="font" style="font-family:Verdana, sans-serif"><span class="size" style="font-size: 11pt; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Business Opportunity:</span></span></b></span></span><span class="highlight" style="background-color:transparent"><span class="colour" style="color:rgb(0, 0, 0)"><span class="font" style="font-family:Verdana, sans-serif"><span class="size" style="font-size: 11pt; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"> An enterprising soul could launch an LLM service that automatically scrutinizes one's ever changing ToS and Privacy Policies. I recall one scholar's research showing the typical person would need ~85 days per year to actually read all these shifting terms and policies. I bet people would pay $10+/mo to get alerts and summaries of risks for all the services they easily select for tracking.</span></span></span></span></p><p style="line-height: 1.8; margin: 5pt 13.5pt 9pt 36pt" dir="ltr"><span class="highlight" style="background-color:transparent"><span class="colour" style="color:rgb(0, 0, 0)"><span class="font" style="font-family:Verdana, sans-serif"><span class="size" style="font-size: 11pt; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Imagine the many ways</span></span></span></span><span class="highlight" style="background-color:transparent"><span class="colour" style="color:rgb(0, 0, 0)"><b><span class="font" style="font-family:Verdana, sans-serif"><span class="size" style="font-size: 11pt; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"> people with LLM proficiency could launch service businesses that help people and businesses</span></span></b></span></span><span class="highlight" style="background-color:transparent"><span class="colour" style="color:rgb(0, 0, 0)"><span class="font" style="font-family:Verdana, sans-serif"><span class="size" style="font-size: 11pt; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"> manage vital information.</span></span></span></span><br></p><p style="line-height: 1.8; margin-right: 13.5pt; margin-top: 5pt; margin-bottom: 9pt" dir="ltr"><span class="highlight" style="background-color:transparent"><span class="colour" style="color:rgb(0, 0, 0)"><b><span class="font" style="font-family:Verdana, sans-serif"><span class="size" style="font-size: 11pt; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Broader Implications for We The People</span></span></b></span></span><br></p><p style="line-height: 1.8; margin: 5pt 13.5pt 9pt 36pt" dir="ltr"><span class="highlight" style="background-color:transparent"><span class="colour" style="color:rgb(0, 0, 0)"><span class="font" style="font-family:Verdana, sans-serif"><span class="size" style="font-size: 11pt; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">A bright side of LLMs, especially open-source ones that aren't censored, is that we can verify what officials, agencies, or governments said and when. News is for sale, but now, or very soon, truth is quickly available. There's a reason that the protagonist Winston in Orwell's </span></span></span></span><span class="highlight" style="background-color:transparent"><span class="colour" style="color:rgb(0, 0, 0)"><i><span class="font" style="font-family:Verdana, sans-serif"><span class="size" style="font-size: 11pt; font-weight: 400; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">1984</span></span></i></span></span><span class="highlight" style="background-color:transparent"><span class="colour" style="color:rgb(0, 0, 0)"><span class="font" style="font-family:Verdana, sans-serif"><span class="size" style="font-size: 11pt; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"> works in the Ministry of Truth editing current and past news. And there's a reason the Internet Archive's WayBack Machine, which offers searchable, past date-stamped views of all important websites and pages, was attacked last year by lawfare and heavy DDoS attacks to take it down. </span></span></span></span><br></p><p style="line-height: 1.8; margin: 5pt 13.5pt 9pt 36pt" dir="ltr"><span class="highlight" style="background-color:transparent"><span class="colour" style="color:rgb(0, 0, 0)"><span class="font" style="font-family:Verdana, sans-serif"><span class="size" style="font-size: 11pt; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">LLMs could be potent truth machines supporting the informed consent that is the lifeblood of Democracy.</span></span></span></span><br></p><p style="line-height: 1.8; margin-right: 13.5pt; margin-top: 5pt; margin-bottom: 9pt" dir="ltr"><span class="highlight" style="background-color:transparent"><span class="colour" style="color:rgb(0, 0, 0)"><span class="font" style="font-family:Verdana, sans-serif"><span class="size" style="font-size: 11pt; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Oh yes, LLMs pose menace too, but let's not overlook their bright potentials.</span></span></span></span><br></p><div> <br></div><div class="x_1837178706v1zmail_signature_below"><div><div style="font-family: Verdana; font-size: 12px; line-height: normal; margin: 0px"><span class="size" style="font-size:13px"><span class="font" style="font-family:verdana, sans-serif">Best Regards,<br></span></span></div><div style="font-family: Verdana; font-size: 12px; line-height: normal; margin: 0px; min-height: 15px"><span class="size" style="font-size:13px"><span class="font" style="font-family:verdana, sans-serif"> </span></span><br></div><div style="font-family: Verdana; font-size: 12px; line-height: normal; margin: 0px; color: rgb(170, 48, 37)"><b><span class="size" style="font-size:13px"><span class="font" style="font-family:verdana, sans-serif">Rob Laporte</span></span></b><span class="size" style="font-size:13px"><span class="font" style="font-family:verdana, sans-serif"><br></span></span></div><div style="font-family: Verdana; font-size: 12px; line-height: normal; margin: 0px"><span class="size" style="font-size:13px"><span class="font" style="font-family:verdana, sans-serif">CEO | R&D Manager</span><span class="font" style="font-family:verdana, sans-serif"><br></span></span></div><div style="font-family: Verdana; font-size: 12px; line-height: normal; margin: 0px"><b><span class="size" style="font-size:13px"><span class="font" style="font-family:verdana, sans-serif">DISC - Making Websites Make Money</span></span></b><span class="size" style="font-size:13px"><span class="font" style="font-family:verdana, sans-serif"><br><a target="_blank" href="mailto:Rob@2disc.com">Rob@2disc.com</a>, <span class="size" style="font-size:13px"><span class="font" style="font-family:verdana, sans-serif">413-584-6500</span></span></span></span></div><div style="font-family: Verdana; font-size: 12px; line-height: normal; margin: 0px"><span class="size" style="font-size:13px"><span class="font" style="font-family:verdana, sans-serif"><a target="_blank" href="https://www.2disc.com">www.2disc.com</a></span></span><span class="size" style="font-size:16px"><span class="font" style="font-family:arial, helvetica, sans-serif, sans-serif"></span></span><br></div><div style="font-family: Verdana; font-size: 12px; line-height: normal"> <br></div><div><b style="font-family: Verdana; font-size: 12px; line-height: normal"><span class="size" style="font-size:16px"><span class="font" style="font-family:arial, helvetica, sans-serif, sans-serif"><span class="colour" style="color:rgb(153, 0, 0)">NOTE:</span></span></span></b><span class="size" style="font-size:16px"><span class="font" style="font-family:arial, helvetica, sans-serif, sans-serif"><span class="colour" style="color:rgb(153, 0, 0)"> Emails can be blocked by spam filters throughout the web. 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