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Semantic Search: The one who stumps the models
The one who stumps the models
Score 0.659
· Account tjphuhs@gmail.com
· 3/26/2026, 11:40:37 PM
The one who stumps the models from insideoutlier@outlier.ai on 2026-03-27T03:40:37.000Z TL;DR: Meet Toni-Marie , a Brown University professor whose students cheer when she stumps AI models Your "if AI could solve one problem" answers (a few that stuck with me below) We turned your "what makes you an Outlier" replies into a blog post Know an Outlier? Send them your referral link New ask: what's outside your window? Hey, it's Eliana. Last week I asked what you'd want AI to solve if it could tackle
The one who stumps the models
Score 0.622
· Account tjphuhs@gmail.com
· 3/26/2026, 11:40:37 PM
The one who stumps the models from insideoutlier@outlier.ai on 2026-03-27T03:40:37.000Z model as a guide. "We're waiting to see how it goes, trusting the process." I'm rooting for them. Angela S. has Arthrogryposis, a condition affecting her joints, nerves, and muscles. She wants a straightforward, no-startup-cost way to use AI to supplement her fixed income. "Every time I start something it grows and grows til it explodes into something way bigger than me." She's not looking for sympathy, she's
The one who stumps the models
Score 0.619
· Account tjphuhs@gmail.com
· 3/26/2026, 11:40:37 PM
The one who stumps the models from insideoutlier@outlier.ai on 2026-03-27T03:40:37.000Z it to insideoutlier@outlier.ai. The best ones show up in a future edition. Squiggles says the view from under my desk is underrated, Eliana Our privacy policy can be found at https://outlier.ai/legal/privacy-policy . If you have questions about this Privacy Policy, please contact us at privacy@outlier.ai or by mail at: Attn: Privacy, 650 Townsend, San Francisco, CA 94103. Unsubscribe | Manage preferences .
NEW: Stop falling for the same red flags
Score 0.535
· Account tjphuhs@gmail.com
· 5/8/2026, 5:42:36 PM
NEW: Stop falling for the same red flags from support@email.masterclass.com on 2026-05-08T21:42:36.000Z NEW: Stop falling for the same red flags Get 50% off for Mother’s Day—ends soon.͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
NEW: Stop falling for the same red flags
Score 0.524
· Account tjphuhs@gmail.com
· 5/8/2026, 5:42:36 PM
NEW: Stop falling for the same red flags from support@email.masterclass.com on 2026-05-08T21:42:36.000Z to someone might be a warning sign. Learn to spot unhealthy patterns in your relationships. START LEARNING <https://www.masterclass.com/course/499> <https://www.masterclass.com/course/499> Why can’t I let anyone in? <https://www.masterclass.com/course/499> If letting someone in feels hard, this class shows you what triggers the distance so you can change your patterns. START LEARNING <https://
Fwd: When Ozempic stops working (and what 10% of users already know)
Score 0.523
· Account tjphuhs@gmail.com
· 3/17/2026, 2:05:41 PM
Fwd: When Ozempic stops working (and what 10% of users already know) from tjphuhs@gmail.com on 2026-03-17T18:05:41.000Z TJ Begin forwarded message: From: Seed Oil Scout <newsletter@seedoilscout.com> Date: March 17, 2026 at 1:36:08 PM EDT To: tjphuhs@gmail.com Subject: When Ozempic stops working (and what 10% of users already know) 96 The non-responder problem, the plateau trap, and the side effects pharma buries in the fine print. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
5-Bullet Friday — Art Thieves, At-Home Brain Stimulation, Dwarkesh’s Origin Story, and Tide Shifts
Score 0.521
· Account tjphuhs@gmail.com
· 5/8/2026, 7:51:46 PM
5-Bullet Friday — Art Thieves, At-Home Brain Stimulation, Dwarkesh’s Origin Story, and Tide Shifts from tim@fourhourbody.com on 2026-05-08T23:51:46.000Z ( https://click.fourhourmail.com/4zu36wwe44tehpem92zixh699qn49h5h704/z2hghnhexq576obp/aHR0cHM6Ly9hcmNoaXZlLmlzL1dXcGZ3 ).) One excerpt from the latter: “Various efforts within the psychopharmacology society aim to make deprescribing part of regular medical practice. One group is proposing the creation of a new insurance code so that doctors
Recommendations from your Substacks
Score 0.520
· Account tjphuhs@gmail.com
· 5/7/2026, 12:30:21 PM
Recommendations from your Substacks from no-reply@substack.com on 2026-05-07T16:30:21.000Z Explore what Kyle Westaway and Ali Abouelatta are reading ͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏   ­͏  
Your puzzle is waiting, Timothy (TJ) 🥇
Score 0.519
· Account tjphuhs@gmail.com
· 5/7/2026, 9:43:00 AM
Your puzzle is waiting, Timothy (TJ) 🥇 from messages-noreply@linkedin.com on 2026-05-07T13:43:00.000Z You vs <b>34</b> coworkers. Ready? 💪 LinkedIn games offer quick, daily puzzles designed to help you recharge and refocus. 30s break! - Zip Connect the dots in order and see how quickly you can fill the grid. Solve: https://www.linkedin.com/comm/games/zip?lipi=urn%3Ali%3Apage%3Aemail_email_games_discovery_social%3BbPLiNuU6QpGyW9g2KJ%2FrTQ%3D%3D&midToken=AQHgq1IFj_DslQ&midSig=1TZUC8jeyTdsg1&trk=
Your puzzle is waiting, Timothy (TJ) 🥇
Score 0.516
· Account tjphuhs@gmail.com
· 5/14/2026, 9:44:17 AM
Your puzzle is waiting, Timothy (TJ) 🥇 from messages-noreply@linkedin.com on 2026-05-14T13:44:17.000Z You vs <b>38</b> coworkers. Ready? 💪 LinkedIn games offer quick, daily puzzles designed to help you recharge and refocus. 30s break! - Zip Connect the dots in order and see how quickly you can fill the grid. Solve: https://www.linkedin.com/comm/games/zip?lipi=urn%3Ali%3Apage%3Aemail_email_games_discovery_social%3BcxITxC1QSzCJC%2B0d07MWxw%3D%3D&midToken=AQHgq1IFj_DslQ&midSig=0WBz2LZ6wonsg1&trk=
Fwd: many skin creams don’t work
Score 0.515
· Account oc.tjphuhs@gmail.com
· 3/26/2026, 2:05:09 PM
Fwd: many skin creams don’t work from tjphuhs@gmail.com on 2026-03-26T18:05:09.000Z ---------- Forwarded message ---------- From: Blueprint <hello@bryanjohnson.com> Date: Mar 26, 2026 at 2:03 PM -0400 To: tjphuhs@gmail.com Subject: many skin creams don’t work > ingredients to look for ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
Fwd: many skin creams don’t work
Score 0.515
· Account tjphuhs@gmail.com
· 3/26/2026, 2:05:09 PM
Fwd: many skin creams don’t work from tjphuhs@gmail.com on 2026-03-26T18:05:09.000Z ---------- Forwarded message ---------- From: Blueprint <hello@bryanjohnson.com> Date: Mar 26, 2026 at 2:03 PM -0400 To: tjphuhs@gmail.com Subject: many skin creams don’t work > ingredients to look for ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
EP214: Claude Code vs. OpenClaw: 5 Design Dimensions
Score 0.515
· Account tjphuhs@gmail.com
· 5/9/2026, 11:31:10 AM
EP214: Claude Code vs. OpenClaw: 5 Design Dimensions from bytebytego@substack.com on 2026-05-09T15:31:10.000Z uses a lead-to-subagent pattern. OpenClaw uses a route-and-delegate system where inbound channels get routed to dedicated agents that hand off to shared subagents. Over to you: which pattern do you think is the future of agents? Become an AI Engineer | Enrollment Ends Soon Our 6th cohort of Becoming an AI Engineer starts in about a week. This is a live, cohort-based course created in col
A neuroscientist’s secret to relationships that last
Score 0.515
· Account tjphuhs@gmail.com
· 5/12/2026, 4:15:25 PM
A neuroscientist’s secret to relationships that last from support@email.masterclass.com on 2026-05-12T20:15:25.000Z A neuroscientist’s secret to relationships that last Dr. Amir Levine reveals what it takes to get the relationship you’ve always wanted.͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
EP214: Claude Code vs. OpenClaw: 5 Design Dimensions
Score 0.512
· Account tjphuhs@gmail.com
· 5/9/2026, 11:31:10 AM
EP214: Claude Code vs. OpenClaw: 5 Design Dimensions from bytebytego@substack.com on 2026-05-09T15:31:10.000Z Multimodal Syncer. Audio is converted to phonemes (the distinct sound units of speech). A lip-sync model aligns mouth movements to those phonemes. The output is a video of a CEO who never said those words, in a room they never entered. Over to you: What do you look for to figure out if a video's real or made by AI? How do you know if your AI app actually works? You evaluate it. But most
Al fresco season is about to bloom
Score 0.511
· Account tjphuhs@gmail.com
· 3/22/2026, 4:16:19 PM
Al fresco season is about to bloom from OpenTable@mgs.opentable.com on 2026-03-22T20:16:19.000Z 96 Stay ahead, book a table ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ &zwnj
Ollama's Cloud models can now be used inside Claude Desktop
Score 0.510
· Account tjphuhs@gmail.com
· 5/5/2026, 12:03:14 AM
Ollama's Cloud models can now be used inside Claude Desktop from hello@ollama.com on 2026-05-05T04:03:14.000Z Ollama 0.23 now supports Claude Desktop’s built-in third party inference. This allows all models from Ollama's Cloud to be available for use within Claude Cowork and Claude Code from Claude Desktop. https://docs.ollama.com/integrations/claude-desktop Get started Download Ollama 0.23 [https://ollama.com/download], then run: ollama launch claude-desktop You will be prompted to create an Ol
Fwd: Melanotan 1 vs Melanotan 2: Same Starting Point, Very Different Compounds
Score 0.509
· Account tjphuhs@gmail.com
· 3/17/2026, 2:42:07 PM
Fwd: Melanotan 1 vs Melanotan 2: Same Starting Point, Very Different Compounds from tjphuhs@gmail.com on 2026-03-17T18:42:07.000Z TJ Begin forwarded message: From: Derek from Peptide Price <derekpruski@substack.com> Date: March 17, 2026 at 2:35:48 PM EDT To: tjphuhs@gmail.com Subject: Melanotan 1 vs Melanotan 2: Same Starting Point, Very Different Compounds Reply-To: Derek from Peptide Price <reply+35vwkb&4iwoe6&&9a37b440eaa19e66b34a088ebedada07af9e3dc1f17602c464d22c4118ef1002@mg1.substack.com>
Fwd: Melanotan 1 vs Melanotan 2: Same Starting Point, Very Different Compounds
Score 0.509
· Account oc.tjphuhs@gmail.com
· 3/17/2026, 2:42:07 PM
Fwd: Melanotan 1 vs Melanotan 2: Same Starting Point, Very Different Compounds from tjphuhs@gmail.com on 2026-03-17T18:42:07.000Z TJ Begin forwarded message: From: Derek from Peptide Price <derekpruski@substack.com> Date: March 17, 2026 at 2:35:48 PM EDT To: tjphuhs@gmail.com Subject: Melanotan 1 vs Melanotan 2: Same Starting Point, Very Different Compounds Reply-To: Derek from Peptide Price <reply+35vwkb&4iwoe6&&9a37b440eaa19e66b34a088ebedada07af9e3dc1f17602c464d22c4118ef1002@mg1.substack.com>
5 protocols that claim to regrow hair
Score 0.508
· Account tjphuhs@gmail.com
· 3/30/2026, 3:30:22 PM
5 protocols that claim to regrow hair from hello@bryanjohnson.com on 2026-03-30T19:30:22.000Z [Blueprint Homepage](https://blueprint.bryanjohnson.com) Hi friend, Up to 50% of hair loss goes unnoticed. It’s not a problem that announces itself. It advances quietly for years before it's visible. By age 20, ~20% of men have some visible hair loss. By age 50, up to 40% of women have noticeable hair loss. Many people start addressing hair loss after the best window for intervention has already passed.
[Outlier] Re: Generalist Screening
Score 0.506
· Account tjphuhs@gmail.com
· 2/9/2026, 10:23:53 PM
[Outlier] Re: Generalist Screening from accountaccess@outlier.ai on 2026-02-10T03:23:53.000Z ##- Please type your reply above this line -## Your request (4584906) has been updated. To add additional comments, reply to this email. ---------------------------------------------- Jennie K., Feb 9, 2026, 10:23 PM EST Hi Timothy, Thank you for reaching out and for explaining the issue you experienced with the Generalist screening. I completely understand how frustrating it must be to see a failed atte
Billie Eilish Shares Honest Look At Her Tourette Syndrome: 'Frustrating'
Score 0.505
· Account tjphuhs@gmail.com
· 5/12/2026, 4:40:58 PM
Billie Eilish Shares Honest Look At Her Tourette Syndrome: 'Frustrating' from tampabaysmix@e.iheart.com on 2026-05-12T20:40:58.000Z iHeart Daily 96 Plus, here’s why Kylie Jenner avoids attending Met Gala with Timothée Chalamet‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ &
Why it's so Hard to Find a Good HRT Doc
Score 0.505
· Account tjphuhs@gmail.com
· 2/2/2026, 6:06:31 PM
Why it's so Hard to Find a Good HRT Doc from huntershealthhacks@mail.beehiiv.com on 2026-02-02T23:06:31.000Z doing or doesn’t care that they are doing it wrong. I would venture to say that almost 80% of the general public that is working with an HRT or GLP-1 provider is “getting quacked.” Based on my experience speaking with thousands of patients and hundreds of providers (both good and bad), I think there are a few categories of "quacks" in the market. Understanding each of them will help you a
Ollama launch Pi: the coding agent behind OpenClaw
Score 0.505
· Account tjphuhs@gmail.com
· 3/30/2026, 7:50:11 AM
Ollama launch Pi: the coding agent behind OpenClaw from hello@ollama.com on 2026-03-30T11:50:11.000Z https://docs.ollama.com/integrations/pi Ollama can now launch Pi [https://pi.dev/], the coding agent that powers OpenClaw. Pi is designed to be a minimal coding harness that can be adapted to your workflows to create your own coding agent. Pi comes bundled with powerful primitives to build on, and can be extended with extensions [https://pi.dev/packages], skills, prompt templates, and themes. Get
How Stripe Detects Fraudulent Transactions Within 100 ms
Score 0.502
· Account tjphuhs@gmail.com
· 4/27/2026, 11:03:53 PM
How Stripe Detects Fraudulent Transactions Within 100 ms from bytebytego@substack.com on 2026-04-28T03:03:53.000Z in block rate for smaller businesses, which would be disruptive for those merchants and their customers. Before releasing any model, Stripe measures the change it would cause to the false positive rate, block rate, and authorization rate on both an aggregate and per-merchant basis. If a model would cause undesirable shifts for certain users, they adjust it for those segments before r