Dev Pal @devpecks
Product Data Scientist | prev @tiktok_us @instagram @postmates @zynga @carnegiemellon | devpal.in San Francisco, CA Joined July 2009-
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"why don't LLMs know what time it is?" they know the date. they don't know your timezone, or that 4 minutes passed between your messages. context problem to solve.
Experiments in life for the most part, false negatives are costlier than false positives. Maximizing the sample space, and getting more false positives doesnt hurt.
Reading LLM output has become a chore, but Notion AI produces the best structured output for any task.
Outside prompting and context, solid LLM output comes from role design. System. User. Assistant. dpal.substack.com/p/youre-prompt…
Most ChatGPT advice focuses on prompts. In practice, setup matters more. I wrote about it. substack.com/profile/321388…
What an Australian summer it’s been, it’s been “meditative” to watch test cricket at its finest despite the skewed result. Ashes keeping the best version of the game alive. Absolutely insane work by Mitch Starc to bowl 5 tests on protein bars!
LLM outputs are verbose. Reading speed is up. Curiosity is up. Signal matters more than ever.
[Opinion] Merely exporting data from one AI platform to another won't solve cold start Memory goes beyond a text blurb – Sequencing of chats – Timing (recency) – Location – Intent (casual vs high stakes) – Sentiment of response
@AskCapitalOne Happy to share details via DM so this can be routed to the right internal team
@AskCapitalOne Understood. The issue still isn’t resolved - the credit shows as active but I can’t book with flexibility. Adding to the confusion, the first few agents told me I didn’t even have a credit. Hoping this can be fixed internally, not just worked around.
@CapitalOne my account shows an active airline credit ($829) with a “Book with credit” option, but every attempt to use it fails with an error. If a credit appears available but can’t actually be redeemed, how is a customer supposed to use it? (Screenshots attached)
@AskCapitalOne Thanks! Yes, I’ve had multiple calls and this was escalated to a supervisor. They can book it for me on specific dates, but I can’t book it myself despite the credit showing active and the portal saying "Ive the same access as anyone.” I need the same flexibility to book directly
Split view on Chrome is a solid productivity feature when working with a single screen / no monitor set up. For years, paid apps on Mac like Magnet served that space.
@rankintweets As many have pointed out, its useful on flights to watch movies. However, if Mac Apps allow movie downloads (Prime does, but Netflix doesn’t), its last useful function will be lost too.
@rumilyrics Smart people have emotional needs that can be orthogonal to analytical thinking. Listening to them, developing emotional bonds can go a long way to building a connection.
@zollotech It boosted my battery life. Didnt lose much. I used: 1. Notification summary I basically don’t use: 1. Genmoji 2. Proofread and summarize 3. ChatGPT + Siri 4. Photo search + background eraser
My time at Postmates taught me the 3 biggest hurdles to food delivery app growth: 1. Selection 2. Availability 3. Price In Part 3 of Data Science playbook dpal.substack.com/p/data-science… -I break down how we boosted checkout conversion for high intent users
Defaults matter. Storing chat history and allowing the model to train on data can be toggled "off" on frontier AI apps. This is separate from the concept of "memory" which still persists outside chat history.
Dropped a new substack on Product Analytics — Part 1 captures Instagram and Zynga open.substack.com/pub/dpal/p/dat… Part 2 captures TikTok open.substack.com/pub/dpal/p/dat…
[Wild stat] Half the world’s VC funding in Q1 2025 flows through the Bay Area, skewing more this year - $55B (~49% of Global VC dollars up from 32%) No city close - NYC (7%), Beijing(6.3%), London(4.7%),Bangalore (3.2%) Despite more tech hubs, money moves where exits are!
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