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What I find the most fascinating about this post: How much first-principles thinking goes into these seemingly simple prompts. I don't know many people who could write "review exists so leadership catches problems early and moves money and people to right places."
Hi, I'm Felix. I'm an eng lead working on Claude. I love watching people take flight and do things they never thought possible. We often describe that as "being more ambitious" when using AI, which is tricky advice to follow. I wrote a tutorial: felixrieseberg.com/how-to-be-more…
@ENowoslawski in fact this is just opus 5.5 on my personal max 20x plan!
Apple HomeView spot but less stressful
remember when Crosby launched and everyone tried to follow by building their own "AI-enabled services" company? yea all of them died and the only left standing is Crosby LOL
@morellifit Men who take cialis for its.. longetivity effects.
Dusting off this tweet from April because this gap in shared understanding of LLM capability is *widening*. It's now less "two groups of people speaking past each other" and more a sharp funnel. - Napkin math somewhere around 6B people (~75% of the population) have barely come in contact with LLMs at all. - Around 1-2B (~20%) are casual and infrequent users of free-tier ChatGPT-like products. This group sees derpy chatbots and treats them a bit like a better Google search, a writing aid, or etc. Maybe an agent tries to book you a flight. I have non-tech friends who (reasonably, imo) say they have not much use for it at all. Even many professionals outside of math&code are in this tier. For example, execs and many other functions spend a lot of their time talking to other people, so while they understand what is happening intellectually, it is still second-hand and a bit abstract. - Now we get to professional use of frontier-grade LLMs in math&code. Somewhere around 20M people (0.2%) see first-hand that large, complex projects that used to take them weeks/months can now be completed by agents with a prompt. Building apps, copying apps, translating apps, decompiling apps from binaries... This has all happened very quickly and recently - less than 1 year ago, I was writing code manually by hand, typing memorized computer code commands into a code editor character by character, occasionally pressing Tab to autocomplete a little chunk of code. - And finally we get to the ~5,000 people (~0.00006%) with access to frontier-grade systems internally. The external world has seen the preview. It looks like swarms of thousands of agents collaborating over weeks on software mega projects: minting zero days, running cyber attacks and defenses at machine speeds, discovering new science, advancing the frontier of mathematics. Things that would have taken top professionals in the industry years of work. Meanwhile, human review and comprehension are starting to fall behind. For example, people are still involved in the "archeology" of the OpenAI-HF incident from many months ago. Mathematicians may be poring over the 722 manuscripts on frontier mathematics for a while. The funnel is driven by a combination of factors: 1. The impact scales with ambition, problem size, and horizon. A question with a paragraph answer barely stresses the system. You need a reservoir of big, difficult problems that you really care about. This aspect drives the consumer / professional dimension of the funnel. 2. The jaggedness of the system (which I have written about a lot separately). Capability peaks in domains that are digital, verifiable and economically valuable. This is because LLM capability emerges from reinforcement learning on verifiable rewards on a curated environment mixture driven by revenue potential. This aspect primarily drives the area (e.g. math&code) dimension of the funnel. 3. Access. Free-tier, paid-tier, internal. So this is the weirdness of the moment. The general public has mostly not interacted with these systems. When they have, it looks like a derpy chatbot. The majority of professionals still see only a modest uplift. And a small sliver of professionals are experiencing the vertigo of the curve going vertical. And it is all happening at the same time.
Judging by my tl there is a growing gap in understanding of AI capability. The first issue I think is around recency and tier of use. I think a lot of people tried the free tier of ChatGPT somewhere last year and allowed it to inform their views on AI a little too much. This is
@_ontologic ^^ this is how you software dev in 2026
@NoDegreeAE Austin since you said cost of living otherwise nyc
Weather engineering >>> GTM engineering
Oh my god 😂😂 reminders me of “papers please” that Soviet era border crossing game Whatever the sub genre of beauocratic processes as games is, I’m into it
ever wondered why you can't find housing in sf? i made a game where you try to build some. every site is a real project and every law is real. see how far you get.
@jdnoc @Pepecash_sol Do you do a fable code review pass or anything like that?
All Timer
Will Angus, who appears in “Artificial” as Anthropic co-founder Dario Amodei, says Andrew Garfield “nailed” his performance as Sam Altman: “He has this vocal fry in between lines, kind of when he’s thinking, that he really nailed. The walk, the head movements. It was spooky.”
Must resist commenting on the latest VC / founder drama Must avoid taking sides based on no expertise Must avoid asking grok “who’s right here”
roon @tszzl
506K Followers 14K Following “ceterum censeo we must pace the frontier of global machine intelligence progress”
swyx @swyx
204K Followers 4K Following achieve ambition with intentionality, intensity, integrity & insanity. affiliations: - @smol_ai - @dxtipshq - @cognition - @aidotengineer - @latentspacepod
Peer Richelsen @peer_rich
40K Followers 4K Following i make time @calcom https://t.co/svpVpBOIvu 🆕: organize any event https://t.co/tZMeKKYbES
Ben Schaechter @Bensign
4K Followers 606 Following Co-Founder & CEO of @JoinVantage: a cloud cost platform.
Ergest Xheblati @ergestx
8K Followers 984 Following unlocking inherent potential in people and organizations
Jacob Matson @matsonj
9K Followers 2K Following excel user & data enthusiast. living the dream at MotherDuck
Jason Jin @jasonljin
3K Followers 1K Following founder @takezest @joincrescentco (acq'd @betterup). tweets about sleep, ai, bio, health, and longevity. led sleep research in past life @swarthmore.
Jake @JustJake
34K Followers 1K Following Founder @Railway, the peaceful way to ship software. People, Product, Production.
Jason Warner @jasoncwarner
40K Followers 2K Following Now: Co-founder @poolsideai Board Bridgewater, @atlassian Then: CTO @github @heroku @canonical BS CS @penn_state MS CS @rpi
Mim @mim_djo
13K Followers 3K Following #MicrosofFabric user advocate, interests in Small Data & Self Service #Microsoftemployee since Dec 2023 , but my tweets are my own
Alex Nauda @alexnauda
324 Followers 1K Following Time, scope, money... SAFETY, RELIABILITY, MAINTAINABILITY
Kai Jamel @KaixGTM
0 Followers 82 Following GTM at @n8n_io ⚡️ Building automations, running outbound plays in Enterprise. 7 years in B2B sales, consistent #1 rep. Building systems our ENT team runs on.
Filip Hric @filip_hric
4K Followers 2K Following DevRel @QodoAI Instructor @eggheadio @TestAutomationU @skillmea_sk Helping developers with quality engineering in the A.I. era
Christian @coldemailchris
21K Followers 425 Following Founder/CEO @ https://t.co/aeoePASrD1 | Building AI-native outbound systems for the most innovative B2B brands | Teaching GTM @ https://t.co/vpKjHzG0ed | ✝️ Jesus is King
Han @handotio
1K Followers 7K Following head of marketing at (redacted) & hanging out with @shefiorg @boysclubworld @berabaddies @miberamaker333 🧸💖 also known for speaking to the stars 🌌
Travis Benson @travisbenson28
326 Followers 845 Following
Just Chillin @JustAKudimagan
21 Followers 1K Following
Fabian Ignacio Malpar... @nachomalpartida
36 Followers 626 Following gtm nerd building cool stuff on sf
auggie @auggiegtm
15 Followers 155 Following you’re going headless? how are things at home? | GTM Engineering & Combat Sports |
Ford Smith @fordsmith
19K Followers 6K Following VC + Fixing the American Food System 🥕🥩🌱 Founder @ultranative & @centerforminds.
𝓙ake @JakeDSBD24
537 Followers 983 Following MarTech + AI systems architect | HubSpot, Workato, GTM | Cleveland sports fan | Blessed
Sophia Eng @realsophiaeng
1 Followers 6 Following Director of Growth @ Journify | Building AI-powered GTM systems | Marketing × Engineering × Revenue | Sharing what I build and learn.
Megan O'Leary @meganeoleary
473 Followers 430 Following growth @hatchet_dev; formerly @tesseralhq @batteryventures; @VanderbiltU + @McCourtSchool alumna; peppermint ice cream enthusiast; views here = my own
Matthew Schmidt @MattonGTM
1 Followers 18 Following
Mike Yerke @mikeyerke
50 Followers 512 Following Building AI + GTM Systems | Big tech (like Big Milk but worse). Posts are my own, yada yada | @diligentHQ @ibm @confluentinc @uipath @box | https://t.co/JXqM5k1lT8
Petri Johansson @PetriJohansson
151 Followers 455 Following Health & Tech enthusiast. Always staying curious and looking to learn.
Danny Quick @DQuick215
3K Followers 6K Following cooking https://t.co/TYHpVVNMZn previously founder @ https://t.co/U1uEt4cvYg & product @beyonce
Shiv Kampani @shiv_kampani
1K Followers 786 Following cto @autumn_ai_inc (yc w26), prev. cs theory @columbia
Vijay Shah @vijayshaaah
6 Followers 248 Following building @parallel | previously @stripe & @mastercard | entrepreneur
Mattis @MattisLadougne
24 Followers 169 Following All fun & games. GTM @AntithesisHQ Finding and fixing bugs. Software correctness. Food. Wine. Arsenal. Cycling. Rugby.
Emanuel @EMcapablanca
73 Followers 830 Following 🤣 https://t.co/miZiGuhGRq 🛞 https://t.co/KY5VfvFWkj 🧑💻 https://t.co/Sfng4MX3Rz 📠 https://t.co/HAyppnqpLI 🚀 https://t.co/0jHxI2MlGO
seroulius @arreverdercci
155 Followers 1K Following
Cam Wright @thecamjwright
3K Followers 213 Following AE @Grafana | Go to market engineering and cloud infrastructure software sales
Harris Kenny @harriskennyx
930 Followers 305 Following OutboundSync Founder. Omarchy Contributor. Husband / Dad (x3) / Christian ✝️
Michael Kyriakides @MKProspectology
10 Followers 28 Following Founder @ Prospectology Building outbound engines we wish existed 3 years ago 🚀
Kavish Lodha @Kavish_AI
3K Followers 486 Following GTM @ AIOS (YC S20/W21) 5+ Years in Sales and Strategic Business Development • Providing Free Sales Consultations
moaz aqeed @Moaz_El_Aqeed
3 Followers 91 Following Writing about the tech industry, building products, and the messy journey of being a founder. Occasionally, my mom even says I wrote a cool article.
GW Kirk Readings @GwKirk
0 Followers 48 Following
Sophia @mdbdlmy06819634
3 Followers 561 Following 5'3 of caffeine, chaos & cuteness ☕ can't parallel park but i have other skills
Steve Eisman ✪ @realsteveisman
873 Followers 2K Following The Real Eisman Playbook is your front-row seat to the insights, strategies, and perspectives of legendary 'Big Short' investor Steve Eisman.
Andrew Curran @AndrewCurra_n
42 Followers 428 Following 🏰 - I write about AI, mostly. Expect some strange sights.
Igor @iamtheigorp
1 Followers 25 Following
Yeji @heMadeMeDoodis
0 Followers 118 Following Redesigning the costliest ops processes | I'm just here for the startup tea and memes
Rana Banankhah 😆 @ranabanankhah
1K Followers 1K Following {cs, ai, design} @stanford prev @clay @amoamoamo @gcventurefellow @bandana_hq @campnostalgia_
Lantern kids home @lanternhome2
445 Followers 3K Following Supporting children and families in uganda🇺🇬 community outreach, hope, empowerment Dm for partnership and support
Ish (in SF) @DecisionTree_gg
63 Followers 1K Following I like Paper Clubbing | AI Transformation lead at Formidium ($34B AuA) Prev. partner at @elixir_capital & @Woodstockfund | Electrical Engineer @bitspilaniindia
young @0xbono
547 Followers 7K Following GTM + Attention Engineer @airbridgehq sharing about growth & marketing worked w @couchbase @bmw @lgus
CryptoManiac101 @Mniac101Crypto
345 Followers 3K Following Crypto crowd behavior tracker... before it becomes obvious. No sheep will be found here.
delian @zebulgar
327K Followers 961 Following space drugs and arms @vardaspace | village idiot/partner @foundersfund | porthos @hillvalleyforum
Nikita Bier @nikitabier
1.4M Followers 2K Following unemployed. former head of product @x, ex-founder @thetbhapp (acq by @meta), ex-founder @gasappteam (acq by @discord)
roon @tszzl
506K Followers 14K Following “ceterum censeo we must pace the frontier of global machine intelligence progress”
Joshua Browder @Joshuabrowder
111K Followers 4K Following CEO, @DoNotPay 'Robin Hood of the Internet' according to BBC. Solo GP at Browder Capital. Thiel Fellow
swyx @swyx
204K Followers 4K Following achieve ambition with intentionality, intensity, integrity & insanity. affiliations: - @smol_ai - @dxtipshq - @cognition - @aidotengineer - @latentspacepod
Peer Richelsen @peer_rich
40K Followers 4K Following i make time @calcom https://t.co/svpVpBOIvu 🆕: organize any event https://t.co/tZMeKKYbES
Ben Schaechter @Bensign
4K Followers 606 Following Co-Founder & CEO of @JoinVantage: a cloud cost platform.
Ankur Nagpal @ankurnagpal
137K Followers 952 Following GP https://t.co/cvXKvUFfbd. Founder of @carryhq_ (sold to @AngelList). Founded @teachable (sold to @hotmart). Not financial advice, views are personal.
Erik Bernhardsson @bernhardsson
60K Followers 4K Following Building everyone's favorite AI infrastructure platform @modal
Lee Robinson @leerob
298K Followers 892 Following Superintelligence, reusable rockets, and flying cars @SpaceX
Ergest Xheblati @ergestx
8K Followers 984 Following unlocking inherent potential in people and organizations
Peter McCrory @PeterMcCrory
49K Followers 473 Following Chief Economist at Anthropic. Views are my own.
Peter (Hoil) Kang @PeterHoilKang
329 Followers 890 Following Social at @Clay | prev. Clubhouse, Hulu, WallSt | 🇰🇷🇺🇸
Vaibhav Namburi @veebuv
3K Followers 430 Following Tweets about saas/agency growth. Built a multi-7 fig agency (https://t.co/yWX1eQMWJn) | 1 exit | Growing https://t.co/jeX7Nqi3Ts & https://t.co/IsiOEPCXjy dev by trade, growth by passion
Nick Abraham @NickAbraham12
30K Followers 2K Following SaaS + Agency Growth | Growing https://t.co/nMUQGNPOoc, https://t.co/Uk0bDXpLyd & a couple others | 1000+ Active Clients & 5,000+ Users
Matthew Green @matthew_d_green
167K Followers 1K Following I teach cryptography at Johns Hopkins. Mostly on BlueSky these days at https://t.co/GI4QlxYTdk.
Harris Kenny @harriskennyx
930 Followers 305 Following OutboundSync Founder. Omarchy Contributor. Husband / Dad (x3) / Christian ✝️
Henry Schuck @HenryLSchuck
6K Followers 588 Following Grace’s Dad | Jessica’s Husband | Founder & CEO @ZoomInfo Nasdaq Listed: GTM
Arian van Putten @ProgrammerDude
6K Followers 2K Following I perform @nixos_org witchcraft at @mercury
carried_no_interest @carrynointerest
38K Followers 2K Following Technology Financier Former Head of AI @ $1B+ fund.
Doug Colkitt @0xdoug
55K Followers 3K Following Founder @slx_fi Founding contributor @fogo Ex: Quant
julia @mooncat_is
6K Followers 2K Following Being weird. Currently research @anthropic. Formerly @openai and YC S15 and many other things. Bad takes are my own.
gabriel @gabriel1
131K Followers 608 Following co-founder @getenergy_, previously research at @OpenAI & @midjourney solving future of computer work with @getenergy_
Meghan Gill @meghanpgill
4K Followers 2K Following Startup advisor, triathlete, mom. 1st GTM employee @mongodb. Wife of @grahamneray. she/her. Opinions my own.
Andrew Curran @AndrewCurran_
109K Followers 20K Following 🏰 - I write about AI, mostly. Expect some strange sights.
Zvi Mowshowitz @TheZvi
45K Followers 323 Following Blogger primarily on AI and AI x-risk but also other things at Don't Worry About the Vase (SS/WP/LW), founding Balsa Research to fix policy.
Patrick C Toulme @PatrickToulme
18K Followers 438 Following gemini & TPUs @google. Formerly worked on Meta MTIA and AWS Trainium. Opinions are my own. All blogs shared are personal work.
Tomek Korbak @tomekkorbak
12K Followers 644 Following ai safety @openai | previously: @AISecurityInst @AnthropicAI @nyuniversity @SussexUni
Noah Adelstein @noahadelstein
182 Followers 421 Following Growth @ Netic building AI for the real world & sharing the hidden stories behind the rise of AI in sales and marketing at https://t.co/VeOLtPPbFo
donald @donaldjewkes
11K Followers 2K Following worldbuilding ⁂ sometimes @physical_int @alephneuro @c5rcorp
pedram.md @pdrmnvd
6K Followers 561 Following antislop engineering - education @ anthropic - claudes plan 🙏
Felix Rieseberg @felixrieseberg
98K Followers 728 Following I build things @AnthropicAI, Co-Maintainer https://t.co/g4potti8nq
Nils @broodsugar
8K Followers 1K Following Memetic engineer and cyberdelic transhumanist. Building the real world web with @Auki, transforming retail with @CactusXR
Rahul Bageria @bageriarah
17 Followers 292 Following Founder @ Real Good GTM. i build GTM systems and scale pipeline for B2B companies. scaled palm ai, cef ai and Boolee before this as first business hire
Claude @claudeai
1.9M Followers 2 Following Claude is an AI assistant built by @anthropicai to be safe, accurate, and secure. Talk to Claude on https://t.co/ZhTwG8d1e5 or download the app.
Anthropic @AnthropicAI
1.8M Followers 2 Following We're an AI safety and research company that builds reliable, interpretable, and steerable AI systems. Talk to our AI assistant @claudeai on https://t.co/FhDI3KQh0n.
Timothy Wong @TimWongHQ
178 Followers 216 Following run data & ai @airwallex - trying to make ai actually work. prev @airbnb @paypal
maharshi @maharshii
43K Followers 1K Following learning deeply about life one gradient step at a time - ml perf optimizer @fal
Mark Ajzenstadt @mardehaym
27K Followers 1K Following Husband. Father. Pilot. Founder @LimestoneHQ → We embed AI engineers into PE-backed portfolio companies. $14M ARR on referrals alone.
𝐂𝐨𝐧𝐬𝐭�... @NewRomeHistory
29K Followers 7 Following A chronicle of the Roman Empire into the Middle Ages from the foundation of Constantinople
The Food Manufacturin... @TipOfTheBanana
669K Followers 360 Following A deep dive into Food Manufacturing, CPG and anything Food Related | Newsletter Below
scott belsky @scottbelsky
152K Followers 2K Following helping the creative world make ideas happen. partner @a24 / founder A24Labs; founder @Behance, bod @atlassian & MoMA, author, seed investor, product obsessive.
Kareem Amin @kareemamin
2K Followers 1K Following My tv ain’t HD, that’s too real. Growing every company to its full potential @clay
Ed Sim @edsim
21K Followers 4K Following @boldstartvc: the Inception fund. Helping the bold start. First check for technical founders. Security, AI infra, physical AI, agents & the weird. What’s 🔥 👇
Mishti @m1shti
2K Followers 1K Following journalist, documentarian, head of narratives @clay. telling stories about the messy immigrant fabric of the world's metropoles.
Alex Kavvos @lambdabetaeta
1K Followers 1K Following computer scientist (moonlighting as category theorist). associate professor at @bristolcs @BristolUni
Tim Geisenheimer @tgeisenheimer
2K Followers 2K Following CRO at @usehatchapp. Founded @correlatedlabs, early GTM team at TapCommerce (acq. Twitter) and Facet (acq. Snap). Occasional angel investor.
Jeremy Berman @jeremyberman
9K Followers 1K Following long horizons @AnthropicAI, prev RL @humansand, @reflection_ai, @ndea and co-founded https://t.co/aY50hNeJUD. yc w19.











































