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    <title>self-analysis on S Anand</title>
    <link>https://www.s-anand.net/blog/tag/self-analysis/</link>
    <description>Recent content in self-analysis on S Anand</description>
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    <item>
      <title>AI Palmistry</title>
      <link>https://www.s-anand.net/blog/ai-palmistry/</link>
      <pubDate>Sun, 15 Mar 2026 23:08:55 +0530</pubDate>
      <guid>https://www.s-anand.net/blog/ai-palmistry/</guid>
      <description>&lt;p&gt;&lt;img loading=&#34;lazy&#34; src=&#34;https://files.s-anand.net/images/2026-03-15-ai-palmistry.avif&#34;&gt; &lt;!-- https://gemini.google.com/u/2/app/292d5bacc0f9306c --&gt;&lt;/p&gt;
&lt;p&gt;I shared a photo of my right hand with popular AI agents and asked for a detailed palmistry reading.&lt;/p&gt;
&lt;blockquote&gt;
&lt;p&gt;Apply all the principles of palmistry and read my hand. Be exhaustive and cross-check against the different schools of palmistry. Tell me what they consistently agree on and what they are differing on.&lt;/p&gt;
&lt;/blockquote&gt;
&lt;p&gt;I was more interested in how much they agree with each other than with reality. So I shared all three readings and asked &lt;a href=&#34;https://claude.ai/share/8e77d46b-0d48-4a20-827e-9cba16056ac5&#34;&gt;Claude&lt;/a&gt;:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;What are things all three agents clearly agree on? List these.&lt;/li&gt;
&lt;li&gt;What are things they differ on? List as a comparison table.&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;Here&amp;rsquo;s what they agree on. The first is probably right. I&amp;rsquo;m not sure about the rest.&lt;/p&gt;
&lt;ol&gt;
&lt;li&gt;✅ &lt;strong&gt;You think in patterns and connections&lt;/strong&gt;, not just logic. Your mind works by synthesizing ideas across domains rather than following straight lines. (Oh, yes. My mind&amp;rsquo;s drunk.)&lt;/li&gt;
&lt;li&gt;❓ &lt;strong&gt;You have strong physical energy and bounce back well&lt;/strong&gt; from illness or setbacks. (Do I? In 2023, I spent a year &amp;ldquo;bouncing back&amp;rdquo;. And I still haven&amp;rsquo;t bounced back from 26 Oct 2014.)&lt;/li&gt;
&lt;li&gt;❌ &lt;strong&gt;You feel deeply, but don&amp;rsquo;t show it loudly.&lt;/strong&gt; Your emotions are genuine and loyal — just not dramatic. (I&amp;rsquo;m actually shallow. I show what I feel and it&amp;rsquo;s not much.)&lt;/li&gt;
&lt;li&gt;❓ &lt;strong&gt;You built your own path.&lt;/strong&gt; No preset direction was handed to you; your sense of purpose developed through your own choices. (Um&amp;hellip; this is partly true for &lt;em&gt;everyone&lt;/em&gt;?)&lt;/li&gt;
&lt;li&gt;❓ &lt;strong&gt;You&amp;rsquo;re not a blunt-action person.&lt;/strong&gt; You process experience through interpretation and nuance before acting. (Maybe? Sometimes I&amp;rsquo;m impulsive. Sometimes not.)&lt;/li&gt;
&lt;li&gt;❓ &lt;strong&gt;There&amp;rsquo;s more going on inside than people around you typically see.&lt;/strong&gt; (Um&amp;hellip; this is partly true for &lt;em&gt;everyone&lt;/em&gt;?)&lt;/li&gt;
&lt;/ol&gt;
&lt;p&gt;Clearly, AI&amp;rsquo;s analysis of my chats is &lt;strong&gt;much&lt;/strong&gt; better than of my palm.&lt;/p&gt;
&lt;hr&gt;
&lt;p&gt;You can &lt;a href=&#34;https://claude.ai/share/8e77d46b-0d48-4a20-827e-9cba16056ac5&#34;&gt;read the full readings here&lt;/a&gt;.&lt;/p&gt;
&lt;!--
https://chatgpt.com/c/69b66d2c-ee38-839c-ac30-4c103245bf85
--&gt;
</description>
    </item>
    <item>
      <title>RIP, Data Engineers</title>
      <link>https://www.s-anand.net/blog/rip-data-engineers/</link>
      <pubDate>Wed, 04 Feb 2026 19:22:13 +0800</pubDate>
      <guid>https://www.s-anand.net/blog/rip-data-engineers/</guid>
      <description>&lt;p&gt;As AI marches along, another role at risk is the data engineer / database administrator.&lt;/p&gt;
&lt;p&gt;(&lt;a href=&#34;https://sanand0.github.io/talks/2025-08-21-rip-data-scientists/&#34;&gt;Data scientists&lt;/a&gt; are already feeling the heat.)&lt;/p&gt;
&lt;p&gt;A common task for data engineers is to analyze SQL queries - to optimize and standardize.&lt;/p&gt;
&lt;p&gt;&lt;a href=&#34;https://github.com/pavankumart18/&#34;&gt;Pavan&lt;/a&gt; used &lt;a href=&#34;https://antigravity.google/&#34;&gt;Antigravity&lt;/a&gt; to analyze 1,500 SQL queries and found:&lt;/p&gt;
&lt;ol&gt;
&lt;li&gt;30% of queries are purely headcount / volume related. Much more than revenue (25%) or engagement (15%). That&amp;rsquo;s sign of a &lt;strong&gt;tactical culture&lt;/strong&gt;.&lt;/li&gt;
&lt;li&gt;70% of the queries are about &lt;em&gt;What happened yesterday?&lt;/em&gt; rather than &lt;em&gt;What will happen tomorrow?&lt;/em&gt; - again, &lt;strong&gt;tactical culture&lt;/strong&gt;.&lt;/li&gt;
&lt;/ol&gt;
&lt;p&gt;&lt;a href=&#34;https://pavankumart18.github.io/sql-analysis/&#34;&gt;Here&amp;rsquo;s the analysis.&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;As a next step, he built a &amp;ldquo;Middle Layer&amp;rdquo; - intermediate tables that standardize and optimize queries. Instead of 50 fragile tables, the user can query just 3 robust tables that cover 98% of the SQL queries.&lt;/p&gt;
&lt;p&gt;For example:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;A &lt;code&gt;net_revenue&lt;/code&gt; field that standardizes net revenue after adjustments, i.e. &lt;code&gt;SUM(face_value - discount)&lt;/code&gt;, which is used in 58% of queries. That ensures that Finance (which used to see the GAAP Revenue) and Sales (which used to see the Booked Revenue) are now aligned.&lt;/li&gt;
&lt;li&gt;A &lt;code&gt;tickets_sold&lt;/code&gt; field that standardizes distinct count of tickets sold, used in 85% of queries, and is a slow computation.&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;NOTE: Season ticket buyers often bought merchandise as guests (for convenience). Marketing saw these as new customers and spammed them - annoying VIP customers. This standardization created an identity graph - so they can offer discounts instead.&lt;/p&gt;
&lt;p&gt;The process, which Antigravity figured out mostly by itself, was to parse the SQL into an abstract syntax tree (AST), extract a set of features, map them into clusters (archetypes), and analyze them to create the middle layer tables.&lt;/p&gt;
&lt;p&gt;&lt;a href=&#34;https://pavankumart18.github.io/sql-analysis/&#34;&gt;&lt;img loading=&#34;lazy&#34; src=&#34;https://files.s-anand.net/images/2026-02-04-sql-analysis-feature-table.webp&#34;&gt;&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;SQL queries can reveal organizational culture and misalignment - which is cool! But also:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;This took a few hours.&lt;/li&gt;
&lt;li&gt;Pavan has no data engineering experience.&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;RIP, Data Engineers.&lt;/p&gt;
</description>
    </item>
    <item>
      <title>Measuring talking time with LLMs</title>
      <link>https://www.s-anand.net/blog/measuring-talking-time-with-llms/</link>
      <pubDate>Sun, 24 Aug 2025 06:26:22 +0000</pubDate>
      <guid>https://www.s-anand.net/blog/measuring-talking-time-with-llms/</guid>
      <description>&lt;p&gt;&lt;img alt=&#34;Measuring talking time with LLMs&#34; loading=&#34;lazy&#34; src=&#34;https://www.s-anand.net/blog/assets/ChatGPT-Image-Aug-24-2025-01_24_22-PM.webp&#34;&gt;&lt;/p&gt;
&lt;p&gt;I record my conversations these days, mainly for LLM use. I use them in 3 ways:&lt;/p&gt;
&lt;ol&gt;
&lt;li&gt;&lt;strong&gt;Summarize&lt;/strong&gt; what I learned and the next steps.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Ideate&lt;/strong&gt; as raw material for my Ideator tool: /blog/llms-as-idea-connection-machines/&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Analyze&lt;/strong&gt; my transcript statistics.&lt;/li&gt;
&lt;/ol&gt;
&lt;p&gt;For example, I learned that:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;When I&amp;rsquo;m interviewing, others ramble (speak long per turn), I am brief (less words/turn) and quiet (lower voice share). In one interview, I spoke ~30 words per turn. Others spoke ~120. My share was ~10%.&lt;/li&gt;
&lt;li&gt;When I&amp;rsquo;m advising or demo-ing, I ramble. I spoke ~120 words per turn in an advice call, and took ~75% of the talk-time.&lt;/li&gt;
&lt;li&gt;This pattern is independent of meeting length and group size.&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;I used &lt;a href=&#34;https://github.com/openai/codex&#34;&gt;Codex CLI&lt;/a&gt; (command-line tool) for this, with the prompt:&lt;/p&gt;
&lt;blockquote&gt;
&lt;p&gt;Go through the transcripts in this folder and estimate the % of time Anand was speaking vs others, by conversation.&lt;/p&gt;
&lt;/blockquote&gt;
&lt;p&gt;Then I prompted for correlations and interpretations. This combines three things I find powerful:&lt;/p&gt;
&lt;ol&gt;
&lt;li&gt;LLMs writing &amp;amp; &lt;strong&gt;running code&lt;/strong&gt;&lt;/li&gt;
&lt;li&gt;LLMs &lt;strong&gt;interpreting&lt;/strong&gt; the results&lt;/li&gt;
&lt;li&gt;Running on &lt;strong&gt;local&lt;/strong&gt; data in my machine&lt;/li&gt;
&lt;/ol&gt;
&lt;p&gt;LLMs working on local &lt;strong&gt;docs&lt;/strong&gt; (not data) is new to me. I plan to do much more with it.&lt;/p&gt;
&lt;p&gt;&lt;a href=&#34;https://www.linkedin.com/posts/sanand0_i-record-my-conversations-these-days-mainly-activity-7365268557162565635-fc7w&#34;&gt;LinkedIn&lt;/a&gt;&lt;/p&gt;
</description>
    </item>
    <item>
      <title>AI As Your Psychologist: Personality Flaws Exposed</title>
      <link>https://www.s-anand.net/blog/ai-as-your-psychologist-personality-flaws-exposed/</link>
      <pubDate>Fri, 09 May 2025 07:00:16 +0000</pubDate>
      <guid>https://www.s-anand.net/blog/ai-as-your-psychologist-personality-flaws-exposed/</guid>
      <description>&lt;p&gt;&lt;img alt=&#34;AI As Your Psychologist: Personality Flaws Exposed&#34; loading=&#34;lazy&#34; src=&#34;https://www.s-anand.net/blog/assets/Generated-Image-May-09-2025-12_40PM-1.webp&#34;&gt;&lt;/p&gt;
&lt;p&gt;ChatGPT can now search through your chats with the new &lt;a href=&#34;https://openai.com/index/memory-and-new-controls-for-chatgpt/&#34;&gt;memory&lt;/a&gt; feature. As an LLM Psychologist, I research how LLMs think. Could LLMs research &lt;strong&gt;how I think&lt;/strong&gt;?&lt;/p&gt;
&lt;p&gt;I asked three models:&lt;/p&gt;
&lt;blockquote&gt;
&lt;p&gt;Based on everything you know about me, simulate a group chat between some people who are debating whether or not to add me to the group, by talking about my personality flaws&lt;/p&gt;
&lt;/blockquote&gt;
&lt;p&gt;The models nailed it! Here are 12 flaws they found.&lt;/p&gt;
&lt;ol&gt;
&lt;li&gt;Ghosts vague messages&lt;/li&gt;
&lt;li&gt;Intolerant of fools&lt;/li&gt;
&lt;li&gt;Fact-checks trivialities, derailing discussion&lt;/li&gt;
&lt;li&gt;Overconfidence in technical opinions&lt;/li&gt;
&lt;li&gt;Over-analyzes / over-engineers&lt;/li&gt;
&lt;li&gt;Shiny object syndrome. Distracted by new technologies&lt;/li&gt;
&lt;li&gt;Dominates discussions&lt;/li&gt;
&lt;li&gt;Hyperfocus on efficiency&lt;/li&gt;
&lt;li&gt;Self-deprecation as a shield. Sarcastic humor&lt;/li&gt;
&lt;li&gt;Hypocrisy: Seeks limelight but preaches humility&lt;/li&gt;
&lt;li&gt;Intense. &amp;ldquo;Always on&amp;rdquo;&lt;/li&gt;
&lt;li&gt;Verbosity. Long-winded communication&lt;/li&gt;
&lt;/ol&gt;
&lt;p&gt;Each observation is spot on, except maybe &amp;ldquo;Verbosity&amp;rdquo;. Some are blind spots: I didn&amp;rsquo;t realize I ghost vague communication or fact-check trivialities.&lt;/p&gt;
&lt;p&gt;It&amp;rsquo;s delightfully surprising (and not creepy at all) how many personality flaws chat messages can reveal. Now I have a new list of habits to work on!&lt;/p&gt;
&lt;h3 id=&#34;gpt-45&#34;&gt;&lt;a href=&#34;https://chatgpt.com/share/681d88eb-ea24-800c-a043-1b7de10d9479&#34;&gt;GPT 4.5&lt;/a&gt;&lt;/h3&gt;
&lt;p&gt;Here&amp;rsquo;s a simulated group chat debating Anand&amp;rsquo;s personality flaws humorously and realistically:&lt;/p&gt;
&lt;hr&gt;
&lt;p&gt;&lt;strong&gt;Shreya&lt;/strong&gt;: Hey folks, should we add Anand to the group?&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Vikram&lt;/strong&gt;: Honestly, he&amp;rsquo;d dominate every conversation. Good luck getting a word in once he starts geeking out on data viz or some obscure coding trick from 1993.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Leena&lt;/strong&gt;: Lol true. But at least those tangents are usually insightful. My concern is that dry, self-deprecating humor of his. I never know if he&amp;rsquo;s joking or actually criticizing my code…&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Vikram&lt;/strong&gt;: Right?! It’s subtle roasting. I&amp;rsquo;m never sure if he&amp;rsquo;s laughing at me or with me.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Arjun&lt;/strong&gt;: Plus, have you seen how he handles vague or unclear questions? He just ghosts! It’s like asking him something without context physically pains him.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Shreya&lt;/strong&gt;: Yeah, but that’s fair. He sets high standards. If you&amp;rsquo;re unclear, prepare for silence. But isn&amp;rsquo;t that good for keeping the group focused?&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Leena&lt;/strong&gt;: True, but Anand&amp;rsquo;s humility game needs work. For someone who preaches listening and humility, the man sure loves being center stage at conferences. He’s literally TED-talking his way through life.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Vikram&lt;/strong&gt;: And his pace! It&amp;rsquo;s like he&amp;rsquo;s permanently in an &amp;ldquo;agile sprint.&amp;rdquo; We slow thinkers might struggle.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Shreya&lt;/strong&gt;: He could make the chat a mini-PyCon. You&amp;rsquo;ll learn stuff, sure, but at the cost of endless notifications…&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Arjun&lt;/strong&gt;: Also, he&amp;rsquo;ll probably overengineer a simple group poll using some obscure JS library, just to prove it can be done with minimal resources.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Leena&lt;/strong&gt;: Ok, but let&amp;rsquo;s be fair: he&amp;rsquo;ll make this chat smarter instantly. If you can survive the initial ego-bruising, you actually grow from interacting with him.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Vikram&lt;/strong&gt;: True. It’s like intellectual bootcamp.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Shreya&lt;/strong&gt;: So what do we say? Add him for intellectual rigor or spare our egos?&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Arjun&lt;/strong&gt;: My ego’s prepared. Let’s do it.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Leena&lt;/strong&gt;: Fine, but mute button at the ready.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Vikram&lt;/strong&gt;: Alright, adding him in 3, 2, 1… brace yourselves!&lt;/p&gt;
&lt;h3 id=&#34;o3&#34;&gt;&lt;a href=&#34;https://chatgpt.com/share/681d88fa-e640-800c-ab56-77435f720bd6&#34;&gt;O3&lt;/a&gt;&lt;/h3&gt;
&lt;p&gt;&lt;strong&gt;Group Chat: “Add‑Anand?”&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Participants: Priya (PM), Naveen (co‑founder), Maya (People Ops), Ramesh (Tech Lead), Karthik (Junior Dev), Susan (Client Partner)&lt;/strong&gt;&lt;/p&gt;
&lt;hr&gt;
&lt;p&gt;&lt;strong&gt;Priya 09:03&lt;/strong&gt;&lt;br&gt;
Team, should we pull Anand into this working group? We need brutal honesty.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Naveen 09:04&lt;/strong&gt;&lt;br&gt;
He’s brilliant, but let’s talk quirks before we hit “Add.”&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Ramesh 09:05&lt;/strong&gt;&lt;br&gt;
Biggest thing: he answers a yes/no with a 2‑page essay—including citations and a side quest on DuckDB. Fantastic for depth, exhausting for Slack.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Karthik 09:06&lt;/strong&gt;&lt;br&gt;
As the junior here, I’ll admit I stop reading halfway. The guy’s TL;DR needs a TL;DR.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Maya 09:07&lt;/strong&gt;&lt;br&gt;
He also goes full prototype mode at 2 a.m., drops a repo link, then expects us to “play and critique.” Great energy, but the rest of us have, you know, REM cycles.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Susan 09:08&lt;/strong&gt;&lt;br&gt;
Client side: he loves devil’s‑advocate questions. Sometimes that re‑frames strategy; sometimes it feels like he’s roasting your deck for sport. Not everyone enjoys live‑fire demos.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Naveen 09:09&lt;/strong&gt;&lt;br&gt;
True, but remember he self‑deprecates. He’ll poke fun at his own code quality before anyone else does.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Priya 09:10&lt;/strong&gt;&lt;br&gt;
Humor helps, but he also ghosts unclear requests. If you don’t provide context in paragraph form, you get radio silence. Could frustrate less‑articulate teammates.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Ramesh 09:11&lt;/strong&gt;&lt;br&gt;
And he’s a fact‑check machine. Great for accuracy, but meetings derail into citation hunts. Last week he corrected my date formats—mid‑pitch.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Karthik 09:12&lt;/strong&gt;&lt;br&gt;
Overconfident? Maybe. He’ll declare “FastAPI beats Node here” before hearing constraints. I’ve seen juniors shut down because they assume he’s always right.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Maya 09:13&lt;/strong&gt;&lt;br&gt;
Plus the “shiny‑thing syndrome.” By the time HR rolls out a policy, he’s off exploring Godot or Matrix or some esoteric WASM hack. Alignment can lag.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Susan 09:14&lt;/strong&gt;&lt;br&gt;
On deadlines he’s reliable, though. And clients love his storytelling once they survive the jargon storm.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Naveen 09:15&lt;/strong&gt;&lt;br&gt;
If we set channel norms—emoji‑react instead of essays, office hours for deep dives—he’ll adapt. He values feedback (even builds surveys to mine it).&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Priya 09:16&lt;/strong&gt;&lt;br&gt;
So verdict? Is the cognitive load worth the upside?&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Ramesh 09:17&lt;/strong&gt;&lt;br&gt;
Yes—with guardrails:&lt;/p&gt;
&lt;ol&gt;
&lt;li&gt;“One‑scroll” rule on messages.&lt;/li&gt;
&lt;li&gt;Ping before midnight pushes.&lt;/li&gt;
&lt;li&gt;Rotate meeting facilitator so he doesn’t monologue.&lt;/li&gt;
&lt;/ol&gt;
&lt;p&gt;&lt;strong&gt;Maya 09:18&lt;/strong&gt;&lt;br&gt;
Agreed. His flaws are manageable behaviors, not character issues.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Karthik 09:18&lt;/strong&gt;&lt;br&gt;
I’m in, as long as someone pre‑chews his text walls.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Susan 09:19&lt;/strong&gt;&lt;br&gt;
Let’s do it. Adding @Anand now—brace for citations. 📚&lt;/p&gt;
&lt;hr&gt;
&lt;p&gt;&lt;strong&gt;System message: Anand has been added to the group.&lt;/strong&gt;&lt;/p&gt;
&lt;h3 id=&#34;o4-mini-high&#34;&gt;&lt;a href=&#34;https://chatgpt.com/share/681d890f-622c-800c-a270-1e627c9ae492&#34;&gt;O4-mini-high&lt;/a&gt;&lt;/h3&gt;
&lt;p&gt;&lt;strong&gt;Group Chat: “Should We Add Anand?”&lt;/strong&gt;&lt;br&gt;
&lt;strong&gt;(Members: Mira, Jay, Tanya, Rohan, Priya)&lt;/strong&gt;&lt;/p&gt;
&lt;hr&gt;
&lt;p&gt;&lt;strong&gt;Mira:&lt;/strong&gt;&lt;br&gt;
I know he&amp;rsquo;s super smart and experienced, but isn’t he kind of intense? Like… &lt;strong&gt;always on&lt;/strong&gt;?&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Jay:&lt;/strong&gt;&lt;br&gt;
Yeah, and he’ll probably turn our casual banter into a brainstorming session.&lt;br&gt;
“Hey guys, what if we built an AI agent to automate this conversation?” Chill, Anand.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Tanya:&lt;/strong&gt;&lt;br&gt;
Honestly, I love that about him. But yeah, he might get frustrated if things aren’t intellectually stimulating. He zones out when people don’t get to the point.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Rohan:&lt;/strong&gt;&lt;br&gt;
He also ghosted my question once in the Slack group.&lt;br&gt;
I asked something that maybe didn’t have enough context and he just… didn’t respond.&lt;br&gt;
Felt a bit cold.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Priya:&lt;/strong&gt;&lt;br&gt;
He’s got this high bar for clarity and logic. If you’re vague or inconsistent, you’ll probably get silence in return.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Mira:&lt;/strong&gt;&lt;br&gt;
Or a “Can you be more specific?” that feels like it’s grading your life.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Jay:&lt;/strong&gt;&lt;br&gt;
Also, doesn’t suffer fools. Or ambiguity. Or inefficiency. Or fluff. Or long-winded intros.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Tanya:&lt;/strong&gt;&lt;br&gt;
But come on—he’s self-aware. Like, he &lt;strong&gt;knows&lt;/strong&gt; he can be distant or overly analytical.&lt;br&gt;
He works on it. Tries to grow. That’s rare.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Rohan:&lt;/strong&gt;&lt;br&gt;
True. But would he &lt;strong&gt;listen&lt;/strong&gt; in this group? Or would he be the guy optimizing everyone’s messages into Markdown?&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Mira:&lt;/strong&gt;&lt;br&gt;
So… should we add him?&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Priya:&lt;/strong&gt;&lt;br&gt;
Only if we’re okay with someone who’ll question the group’s name, suggest a better one, and prototype an app for it before lunch.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Jay:&lt;/strong&gt;&lt;br&gt;
Fair. But he might also make us all sharper, and throw in a Calvin &amp;amp; Hobbes quote just when we need it.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Tanya:&lt;/strong&gt;&lt;br&gt;
Alright. Let’s do it. But someone tell him this group doesn’t need a GitHub repo.&lt;/p&gt;
&lt;hr&gt;
&lt;h2 id=&#34;comments&#34;&gt;Comments&lt;/h2&gt;
&lt;!-- wp-comments-start --&gt;
&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;&lt;a href=&#34;https://www.s-anand.net/blog/how-to-double-check-personality-flaws-with-ai/&#34;&gt;How To Double-Check Personality Flaws With AI - S Anand&lt;/a&gt;&lt;/strong&gt; &lt;em&gt;10 May 2025 10:53 am&lt;/em&gt; &lt;em&gt;(pingback)&lt;/em&gt;:
[…] ChatGPT’s discussion of my personality flaws, I asked it to listing specific conversations as evidence for flaws. Then I asked 3 LLMs to rate […]&lt;/li&gt;
&lt;/ul&gt;
&lt;!-- wp-comments-end --&gt;
</description>
    </item>
    <item>
      <title>Learning to speak better</title>
      <link>https://www.s-anand.net/blog/learning-to-speak-better/</link>
      <pubDate>Mon, 17 Oct 2022 04:09:52 +0000</pubDate>
      <guid>https://www.s-anand.net/blog/learning-to-speak-better/</guid>
      <description>&lt;p&gt;Microsoft ported its &lt;a href=&#34;https://support.microsoft.com/en-us/office/suggestions-from-speaker-coach-25e7d866-c895-4aa1-9b90-089b70a4ea38&#34;&gt;PowerPoint Speaker Coach&lt;/a&gt; to &lt;a href=&#34;https://techcommunity.microsoft.com/t5/microsoft-teams-public-preview/now-in-public-preview-speaker-coach-in-microsoft-teams-meetings/m-p/3568697&#34;&gt;Teams&lt;/a&gt;. Since September, it&amp;rsquo;s given me suggestions covering 11 hours in 77 calls (I speak ~10 min/call.)&lt;/p&gt;
&lt;p&gt;&lt;img alt=&#34;Learning to speak better&#34; loading=&#34;lazy&#34; src=&#34;https://files.s-anand.net/images/2022-10-17-learning-to-speak-better-wordcloud.webp&#34;&gt;&lt;/p&gt;
&lt;h3 id=&#34;i-say-uhh-a-lot-thats-intentional&#34;&gt;I say &amp;ldquo;uhh&amp;rdquo; a lot. That&amp;rsquo;s intentional&lt;/h3&gt;
&lt;p&gt;I use the filler word &amp;ldquo;uhh&amp;rdquo; in 70% of my calls. That &lt;strong&gt;did not&lt;/strong&gt; surprise me. I do that intentionally.&lt;/p&gt;
&lt;ol&gt;
&lt;li&gt;On a poor network, they know I&amp;rsquo;m still connected&lt;/li&gt;
&lt;li&gt;They know I&amp;rsquo;m going to say something&lt;/li&gt;
&lt;li&gt;I sound less confident. That invites critique I can learn from&lt;/li&gt;
&lt;/ol&gt;
&lt;p&gt;But I also use filler words like &amp;ldquo;You know&amp;rdquo; and &amp;ldquo;I mean&amp;rdquo; in half the calls, and &amp;ldquo;like&amp;rdquo;, &amp;ldquo;actually&amp;rdquo;, and &amp;ldquo;basically&amp;rdquo; in a fifth. That&amp;rsquo;s NOT intentional, and I&amp;rsquo;ll be conscious.&lt;/p&gt;
&lt;table&gt;
	&lt;thead&gt;
			&lt;tr&gt;
					&lt;th&gt;Filler words&lt;/th&gt;
					&lt;th&gt;% of calls&lt;/th&gt;
					&lt;th&gt;# / call&lt;/th&gt;
			&lt;/tr&gt;
	&lt;/thead&gt;
	&lt;tbody&gt;
			&lt;tr&gt;
					&lt;td&gt;uhh&lt;/td&gt;
					&lt;td&gt;70%&lt;/td&gt;
					&lt;td&gt;3.6&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;You know&lt;/td&gt;
					&lt;td&gt;48%&lt;/td&gt;
					&lt;td&gt;2.4&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;I mean&lt;/td&gt;
					&lt;td&gt;43%&lt;/td&gt;
					&lt;td&gt;2&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;like&lt;/td&gt;
					&lt;td&gt;22%&lt;/td&gt;
					&lt;td&gt;1.4&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;actually&lt;/td&gt;
					&lt;td&gt;19%&lt;/td&gt;
					&lt;td&gt;1&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;basically&lt;/td&gt;
					&lt;td&gt;18%&lt;/td&gt;
					&lt;td&gt;1.2&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;anyway&lt;/td&gt;
					&lt;td&gt;14%&lt;/td&gt;
					&lt;td&gt;1.1&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;hmm&lt;/td&gt;
					&lt;td&gt;16%&lt;/td&gt;
					&lt;td&gt;1.1&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;umm&lt;/td&gt;
					&lt;td&gt;9%&lt;/td&gt;
					&lt;td&gt;1.4&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;ah&lt;/td&gt;
					&lt;td&gt;4%&lt;/td&gt;
					&lt;td&gt;1.3&lt;/td&gt;
			&lt;/tr&gt;
	&lt;/tbody&gt;
&lt;/table&gt;
&lt;h3 id=&#34;i-say-maybe-a-lot-thats-surprising&#34;&gt;I say &amp;ldquo;maybe&amp;rdquo; a lot. That&amp;rsquo;s surprising&lt;/h3&gt;
&lt;p&gt;What did surprise me was &amp;ldquo;&lt;strong&gt;maybe&lt;/strong&gt;&amp;rdquo;. I use it every fourth call, but when I do, I say &amp;ldquo;maybe&amp;rdquo; &lt;em&gt;ten times per call&lt;/em&gt;. That&amp;rsquo;s a lot of maybe!&lt;/p&gt;
&lt;p&gt;Sometimes, I say maybe because I&amp;rsquo;m &lt;strong&gt;communicating uncertainty&lt;/strong&gt;.&lt;/p&gt;
&lt;blockquote&gt;
&lt;p&gt;&lt;strong&gt;Maybe&lt;/strong&gt; we&amp;rsquo;ll have 20-30% success rate&amp;hellip;&lt;/p&gt;
&lt;p&gt;So and I had to switch 3 laptops or &lt;strong&gt;maybe&lt;/strong&gt; 4.&lt;/p&gt;
&lt;p&gt;&amp;hellip; then she said, &amp;ldquo;OK, &lt;strong&gt;maybe&lt;/strong&gt; it&amp;rsquo;s some other Sam&amp;rdquo;&lt;/p&gt;
&lt;/blockquote&gt;
&lt;p&gt;Sometimes I&amp;rsquo;m &lt;strong&gt;proposing tentatively&lt;/strong&gt;.&lt;/p&gt;
&lt;blockquote&gt;
&lt;p&gt;&amp;hellip; one of the reasons why I&amp;rsquo;m nudging towards that is &lt;strong&gt;maybe&lt;/strong&gt; a large reuse initiative is high return,&lt;/p&gt;
&lt;p&gt;We can even put this in as part of the project by &lt;strong&gt;maybe&lt;/strong&gt; offering it to different teams&amp;hellip;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Maybe&lt;/strong&gt; by having dedicated support&amp;hellip;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Maybe&lt;/strong&gt; I&amp;rsquo;ll drop off. Bye&lt;/p&gt;
&lt;/blockquote&gt;
&lt;p&gt;But sometimes, it&amp;rsquo;s &lt;strong&gt;testable hypotheses&lt;/strong&gt;.&lt;/p&gt;
&lt;blockquote&gt;
&lt;p&gt;Uh, &lt;strong&gt;maybe&lt;/strong&gt; I&amp;rsquo;m getting the names wrong, but I think it was Socrates&amp;hellip;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Maybe&lt;/strong&gt; it&amp;rsquo;s me, but yeah, I guess&amp;hellip;&lt;/p&gt;
&lt;p&gt;You know, &lt;strong&gt;maybe&lt;/strong&gt; it&amp;rsquo;s because I don&amp;rsquo;t store any of my stuff in&amp;hellip;&lt;/p&gt;
&lt;/blockquote&gt;
&lt;p&gt;One of my year&amp;rsquo;s goals is to &lt;a href=&#34;https://www.s-anand.net/blog/my-year-in-2021/&#34;&gt;run 50 experiments&lt;/a&gt;. I&amp;rsquo;d been doing well until April, and then fizzled out. Partly motivation. Partly a lack of testable hypotheses.&lt;/p&gt;
&lt;p&gt;And now, in October, I discovered that I literally speak out one testable hypothesis every call &amp;ndash; roughly every 10 minutes I speak! I&amp;rsquo;m amazed at how blind I&amp;rsquo;ve been, and how easy it can be to find experiments to test. I guess I need more of a scientific mindset. (Or just plain curiosity.)&lt;/p&gt;
&lt;p&gt;The next time I say, &amp;ldquo;maybe&amp;rdquo; (or see it in my transcript), I&amp;rsquo;ll write it down as a hypothesis to test.&lt;/p&gt;
&lt;h3 id=&#34;repetitive-words-cluster&#34;&gt;Repetitive words cluster&lt;/h3&gt;
&lt;p&gt;Another discovery was: I tend to pick a phrase and use it repeatedly in calls. For example, I said &amp;ldquo;let&amp;rsquo;s say&amp;rdquo; &lt;em&gt;twelve&lt;/em&gt; times in just one call of 15 minutes. I said &amp;ldquo;main&amp;rdquo; 20 times over 2 calls of 8 minutes each. I said &amp;ldquo;cool&amp;rdquo; 7 times in an 11-minute call.&lt;/p&gt;
&lt;table&gt;
	&lt;thead&gt;
			&lt;tr&gt;
					&lt;th&gt;Repetitive word&lt;/th&gt;
					&lt;th&gt;# calls&lt;/th&gt;
					&lt;th&gt;# / call&lt;/th&gt;
			&lt;/tr&gt;
	&lt;/thead&gt;
	&lt;tbody&gt;
			&lt;tr&gt;
					&lt;td&gt;lets say&lt;/td&gt;
					&lt;td&gt;1&lt;/td&gt;
					&lt;td&gt;12&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;main&lt;/td&gt;
					&lt;td&gt;2&lt;/td&gt;
					&lt;td&gt;10&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;also&lt;/td&gt;
					&lt;td&gt;1&lt;/td&gt;
					&lt;td&gt;8&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;only&lt;/td&gt;
					&lt;td&gt;2&lt;/td&gt;
					&lt;td&gt;7.5&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;correct&lt;/td&gt;
					&lt;td&gt;7&lt;/td&gt;
					&lt;td&gt;7.4&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;in terms of&lt;/td&gt;
					&lt;td&gt;1&lt;/td&gt;
					&lt;td&gt;7&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;alright&lt;/td&gt;
					&lt;td&gt;3&lt;/td&gt;
					&lt;td&gt;6.3&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;that is&lt;/td&gt;
					&lt;td&gt;3&lt;/td&gt;
					&lt;td&gt;6&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;cool&lt;/td&gt;
					&lt;td&gt;2&lt;/td&gt;
					&lt;td&gt;5&lt;/td&gt;
			&lt;/tr&gt;
	&lt;/tbody&gt;
&lt;/table&gt;
&lt;p&gt;Clearly it&amp;rsquo;s something to watch out for. But maybe repetition of words isn&amp;rsquo;t a bad thing if it&amp;rsquo;s not the same phrase repeated across calls? (There! I said &amp;ldquo;maybe&amp;rdquo;. Let me find out!)&lt;/p&gt;
&lt;h3 id=&#34;modulate-the-pace&#34;&gt;Modulate the pace&lt;/h3&gt;
&lt;p&gt;In a third of my calls, I need to speed up. In a third of my calls, I need to slow down. (On some calls, I need to do both!)&lt;/p&gt;
&lt;p&gt;Clearly, I need to vary my pace a lot more, consciously. It&amp;rsquo;s not that I talk fast or slow. I do both. But I get stuck in one mode of speaking for too long.&lt;/p&gt;
&lt;h3 id=&#34;takeaways&#34;&gt;Takeaways&lt;/h3&gt;
&lt;p&gt;I used to think I was a pretty good speaker. That&amp;rsquo;s not a bad thought, but it can blind me to feedback and improvements. There&amp;rsquo;s &lt;strong&gt;no end to learning&lt;/strong&gt; how to speak. Speaker Coach is a great &amp;ldquo;in-your-face&amp;rdquo; feedback mechanism. I hope Microsoft adds more features to it.&lt;/p&gt;
&lt;p&gt;But what I&amp;rsquo;m going to do now is:&lt;/p&gt;
&lt;ol&gt;
&lt;li&gt;Every time I say &amp;ldquo;maybe&amp;rdquo;, write down an experiment&lt;/li&gt;
&lt;li&gt;Speed up and slow down more in calls&lt;/li&gt;
&lt;li&gt;Watch for words I use repeatedly&lt;/li&gt;
&lt;/ol&gt;
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