Mark Bennett @mpbennett
Improving decision making, innovation, and productivity through Systems Engineering + RL, Causal, Agentic, Physical Al https://t.co/sQlaWQlkWl talentedapps.wordpress.com Bay Area, CA Joined June 2007-
Tweets3K
-
Followers1K
-
Following3K
-
Likes5K
Yes, you should still study computer science. The way to get the most out of AI is to have a base understanding of your craft. AI then is a force multiplier in what you can accomplish. This applies to every field whether you're a doctor, lawyer, artist, marketer, or engineer.
Yes, you should still study computer science. The way to get the most out of AI is to have a base understanding of your craft. AI then is a force multiplier in what you can accomplish. This applies to every field whether you're a doctor, lawyer, artist, marketer, or engineer.
Code quality didn’t happen by accident. Moments That Defined Code Quality Forever. 1987 – Liskov Substitution Principle Subtypes should work anywhere their parent types are expected. 1988 – Open-Closed Principle Code should be easy to extend without changing existing behavior.…
Before setting policy, consider both Yankelovich’s “McNamara fallacy” and Kerr’s “On the Folly of Rewarding A, While Hoping for B.” Focusing only on metrics while ignoring important qualitative factors results in failure. Misaligned incentives on top of that make it worse.
A *great* potential move that could help with skilling/deskilling related to genAI. Eager to test it out.
A *great* potential move that could help with skilling/deskilling related to genAI. Eager to test it out.
"When we detect unauthorized crawling, rather than blocking the request, we will link to a series of AI-generated pages that are convincing enough to entice a crawler to traverse them. . . . No real human would go four links deep into a maze of AI-generated nonsense. Any visitor…
Good demonstration of how to recognize and refute “resulting”
"Move 37" is the word-of-day - it's when an AI, trained via the trial-and-error process of reinforcement learning, discovers actions that are new, surprising, and secretly brilliant even to expert humans. It is a magical, just slightly unnerving, emergent phenomenon only…
For friends of open source: imo the highest leverage thing you can do is help construct a high diversity of RL environments that help elicit LLM cognitive strategies. To build a gym of sorts. This is a highly parallelizable task, which favors a large community of collaborators.
Hiding knowledge from others doesn’t just undermine them. It limits your thinking too. People who withhold information end up having less creative ideas. Their peers don't trust them enough to share insights with them. A key to learning is being generous in teaching.
Amazing to watch professionals "discover" my findings as they deal with LLMs. Steve's last post caught fire, centered on my "novice optional" finding from 2015. Now he asks who *is* building new skill? Answer, roughly, is my "shadow learners" from 2018. sourcegraph.com/blog/the-death…
Graph of decision quality among professional Go players. A sudden increase after AlphaGo. It is not only because they are learning from the AI. Players are suddenly inventing new moves at a faster rate too!
Have you ever seen data that contradicts your expectations? It could be due to Simpson's Paradox. Trends in different groups can reverse when combined. Let me explain this phenomenon. 🔽…
Given the current foundation model paradigm, I wonder if building/training models will become antiquated. Will future data scientists understand the details of optimization, architectures, etc.? ML may slowly be abstracted in favor of simpler (language model-based) solutions...…
🧵1/13: One week ago, I reached out to 14 ai experts and asked them ONE question: 👉"What Was Your "Aha" Moment That Made Your Realize The Potential Of Ai?" 🔥To my surprise, 11 of them answered, so I compiled all of their answers here in this thread (hint: #9 left everyone🤯)
Some folks sure don't mind asking for big favors when they can't even hit a retweet button every once in awhile.

Meg Bear (she/her) @megbear
5K Followers 5K Following Disruptive Technologist. Change Agent. Leader. Advisor. Investor. TEDster. Wife + Mom. 1st gen college. 5th gen Bay Area. Views mine. @RealMegBear on #Threads
Steve Browne @sbrownehr
46K Followers 31K Following Strategic HR pro, proud OU Bobcat, lover of all Rock music and confessed HR Radical. Author of "HR on Purpose !!", "HR Rising !!" and "HR Unleashed !!"
Trish Steed @Trish_Steed
41K Followers 2K Following Co-Founder H3 HR Advisors, analyst Speaker, Writer, Researcher, HR Happy Hour Work Break, podcast= @HRhappyHour -At Work in America. Twin Mom, Watercolorist 🎨
Mark Stelzner @stelzner
33K Followers 31K Following Founder/Managing Principal at IA (@VoiceOfHR) | C-Suite Advisor | #HRTransformation Leader | he/him
Stacey Lynn Harris @StaceyHarrisHR
6K Followers 2K Following Chief Research Officer, Sapient Insights Group #HRTech #Learning #HR -Author| Analyst |Speaker | Widow, Mother, LifeLong Learner, Tweets are my own
Holger Müller #Enter... @holgermu
49K Followers 43K Following Travelling the globe as @ConstellationR Principal Analyst on Enterprise SW trends w focus on #NextGenApps and #FutureOfWork - cycling, soccer & volleyball geek
ALan LepofskY 🇨�... @alanlepo
19K Followers 11K Following Head of Brand and Influence, Netomi. Formerly: Salesforce, Constellation Research, IBM
Thomas Otter @vendorprisey
8K Followers 7K Following Venture Capitalist. GP Acadian Ventures. Phd KIT. DIPSI Oxford. ex-Gartner, SAP SuccessFactors #hrtech #worktech #earlystage
Madeline Laurano @Madtarquin
9K Followers 2K Following Founder @aptitudehcm, mom, runner, and analyst https://t.co/1SaAtU7gLI
Coorsmen @CooremansJr
243 Followers 1K Following From San Antonio, Texas. Father/ Gamer/ Sports Fan.
BeautyAveryScott @Ytrawxerk9046
8 Followers 2K Following Success is my superpower In love with my journey
Awcooawnu @Awcooawnu07146
6 Followers 599 Following
Summer @Slaahee618
48 Followers 838 Following
LucyBoo @Arfoojab637770
41 Followers 2K Following In medicine, every patient is a story waiting to be written—one I’m honored to be a part of.
PhoenixGraceMoore @Sooooka52342
7 Followers 2K Following Turning dreams into reality Caffeine and dreams
ChristineNewman @HT5K950bv60iow7
3 Followers 243 Following
LilEmmaPetal @Riderg7620
20 Followers 2K Following In medicine, every patient is a story waiting to be written—one I’m honored to be a part of.
LilLuluBunny @Tiemarn891716
25 Followers 2K Following "The greatest privilege in medicine is being trusted to care for someone's life."
Catherine Paulo @CatherineP48411
74 Followers 645 Following 4. Playing musical instruments 5. Cooking 6. Photography 7. Writing 8. Gardening 9. Traveling 10. Yoga
KaffeeImRegen @Fuhi7856
59 Followers 2K Following 15-30% Monthly | 2 High-Conviction Stocks.Short-Term Gains: 15-20% in Days/Weeks.DM "JOIN" for WhatsApp Alerts. Live Trade Signals • Market Analysis
Anneliese @JohnnyRobe62358
70 Followers 3K Following
Joe Mayo @JoeMayo
16K Followers 5K Following Author and Independent Consultant Recent books: - Programming the Microsoft Bot Framework/MSPress - C# Cookbook/O'Reilly Agents, AI, Generative AI, MCP, RAG
Neeraj Wagh @neeraj_wagh
588 Followers 6K Following Representation learning for EEG signals. Bioengineering PhD student @BIOENGatIL. MS in Statistics @illinois_alma. Computer Engineer.
Rilwan (Akanni) Adewo... @rilakanni
93 Followers 874 Following ML Research Scientist @ECMWF | PhD | Weather Modelling
Jonathan Washburn @JonWashburn
3K Followers 822 Following Artist, entrepreneur, researcher, husband and dad.
Hana @Ealuiuigi4799
50 Followers 2K Following
Marcia @JadaSchmid80785
79 Followers 3K Following
Auwoute @Auwoute2104
25 Followers 2K Following
Exceptional Agility A... @EA_x_AI
177 Followers 97 Following Empowering #Agile teams with #AI-driven insights and automation to enhance collaboration, accelerate #innovation, and deliver exceptional value
AI_Portfolio🇺🇸 @Lexau076
53 Followers 2K Following 15-30% Monthly | 2 High-Conviction Stocks.Short-Term Gains: 15-20% in Days/Weeks.DM "JOIN" for WhatsApp Alerts. Live Trade Signals • Market Analysis
Ietrorom @Ietrorom320506
32 Followers 991 Following
Shalini Goyal @goyalshaliniuk
4K Followers 99 Following 85K on LinkedIn, Ex-Amazon, J.P Morgan | Speaker, Author | Career Coach - Engineering and AI || Connect with me: https://t.co/06DRKuMzWx
Leon Morar @LeonMorar76427
25 Followers 2K Following
Irgorxeaf @Irgorxeaf34375
38 Followers 1K Following
Ashwin Lalendran @ashwinl
7K Followers 4K Following Positive-sum globalist | Investing @MoxxieVentures | Engineered bomb-detecting drones @AFResearchLab, autonomy @Apple | AI and the physical world |⚡
Falce @Falce86490
28 Followers 547 Following
Bukirv @Bukirv498094
28 Followers 1K Following
Leonie Emard @EmardLeoni53196
79 Followers 3K Following
Uikooicaw @Uikooicaw6423
25 Followers 1K Following
Reshabh K Sharma @ReshabhSharma01
301 Followers 501 Following Everything is a compiler! PhD student @uwcse Opinions are my own!
Serucee @Serucee558075
29 Followers 1K Following
Wuseer @Wuseer3669899
21 Followers 1K Following
Brendon smith @Brendonsmith57
283 Followers 5K Following CEO Event Horizon | Trader | Mentor | FTX | FTT | HFX | OTC | MT4 | FX
liu grey @Liu_eroteme
3K Followers 3K Following ∃ x {Background(⟬Computer Science⟭ ∪ ⟬Philosophy⟭) ∧ Research(x) ∧ x ∈ (⟬Machine Learning⟭ ∩ ⟬Active Inference⟭) ∧ Employment(⟬MLops⟭ @ TA(Vienna))} // myst
naveen kansal @nvnknsl
11 Followers 96 Following
Robert Scoble @Scobleizer
543K Followers 23K Following The best from ML/AI community | Ex-Microsoft, Rackspace, Fast Company | Wrote eight books about the future | Silicon Valley robots, holodecks, BCIs, & startups.
Andrew Curran @AndrewCurran_
34K Followers 13K Following 🏰 - I write about AI, mostly. Expect some strange sights.
Specter AI @usespecter
10 Followers 96 Following The “front office” assistant for your business. Built for freelancers, solopreneurs and small teams. Coming soon.
Zach @nosduhz
6K Followers 6K Following Co-Founder @ Onton. We're hiring Eng + Design + Research → https://t.co/j3oc5rQKTO
Blorlars @Blorlars394533
18 Followers 842 Following
AnnaBarton @I6BLGuj4QVUFfKw
70 Followers 3K Following
Aaron Levie @levie
2.5M Followers 726 Following ceo @box - unleash the power of your content with AI
Meg Bear (she/her) @megbear
5K Followers 5K Following Disruptive Technologist. Change Agent. Leader. Advisor. Investor. TEDster. Wife + Mom. 1st gen college. 5th gen Bay Area. Views mine. @RealMegBear on #Threads
Steve Browne @sbrownehr
46K Followers 31K Following Strategic HR pro, proud OU Bobcat, lover of all Rock music and confessed HR Radical. Author of "HR on Purpose !!", "HR Rising !!" and "HR Unleashed !!"
Josh Bersin @Josh_Bersin
63K Followers 869 Following Corporate Talent, HR, & Tech Analyst, research, advisory in HR, mgt, tech, https://t.co/G1NeCLWtok, Get Galileo, the AI Agent for HR https://t.co/nPNxON7yUP
Adam Karpiak @Adam_Karpiak
43K Followers 164 Following I help people get hired with better resumes, smarter strategies, & no BS. It’s hard to play the game if you don’t know the rules. 👉https://t.co/T3YsZzNy0B
Trish Steed @Trish_Steed
41K Followers 2K Following Co-Founder H3 HR Advisors, analyst Speaker, Writer, Researcher, HR Happy Hour Work Break, podcast= @HRhappyHour -At Work in America. Twin Mom, Watercolorist 🎨
Mark Stelzner @stelzner
33K Followers 31K Following Founder/Managing Principal at IA (@VoiceOfHR) | C-Suite Advisor | #HRTransformation Leader | he/him
Dave Kellogg @Kellblog
25K Followers 6K Following Independent consultant, EIR at Balderton Capital, author of Kellblog, and co-host of The Metrics Brothers podcast. See https://t.co/K5cEjvragn for disclaimers.
Stacey Lynn Harris @StaceyHarrisHR
6K Followers 2K Following Chief Research Officer, Sapient Insights Group #HRTech #Learning #HR -Author| Analyst |Speaker | Widow, Mother, LifeLong Learner, Tweets are my own
Holger Müller #Enter... @holgermu
49K Followers 43K Following Travelling the globe as @ConstellationR Principal Analyst on Enterprise SW trends w focus on #NextGenApps and #FutureOfWork - cycling, soccer & volleyball geek
Steven Sinofsky @stevesi
209K Followers 5K Following Subscribe https://t.co/Xm1OaUU8jk • seed investing • writing • ॐ •🙏• I use '—' • tweets saved 90 days • 📷
David Green @david_green_uk
28K Followers 1K Following Co-author Excellence in People Analytics | #PeopleAnalytics leader and speaker | https://t.co/949TFfPFiR | host Digital HR Leaders Podcast @myHRfuture | @LFC
ALan LepofskY 🇨�... @alanlepo
19K Followers 11K Following Head of Brand and Influence, Netomi. Formerly: Salesforce, Constellation Research, IBM
Thomas Otter @vendorprisey
8K Followers 7K Following Venture Capitalist. GP Acadian Ventures. Phd KIT. DIPSI Oxford. ex-Gartner, SAP SuccessFactors #hrtech #worktech #earlystage
Madeline Laurano @Madtarquin
9K Followers 2K Following Founder @aptitudehcm, mom, runner, and analyst https://t.co/1SaAtU7gLI
Aakash Gupta @aakashg0
126K Followers 601 Following ✍️ https://t.co/8fvSCtBv5Q: $38K/mo 🎙️ https://t.co/fmB6Zf5UZv: $24K/mo 💼 https://t.co/hNxFPvjBkz: $23K/mo 🤝 https://t.co/fYi4mMJ0Rq: $5.2K/mo
Manning Publications @ManningBooks
29K Followers 2K Following Follow Manning Publications on X and get exclusive discounts, product announcements, author news, and great content.
Sutskever's List @sutskeverslist
3 Followers 3 Following Sutskever's List is now available on Manning Early Access Program
Rich Heimann @rheimann
1K Followers 1K Following Sutskever's List is now available on Manning Early Access Program
anshuman @athleticKoder
14K Followers 824 Following machine learning engineer; prev: ai consultant @google, mle @ https://t.co/7tFP7MHyLH, gsoc @tensorflow
Jason Weston @jaseweston
13K Followers 717 Following @Meta+NYU. NLP from scratch(Pretrain+FT LLM) 2008,MemNet (pre-Transformer) 2015, DrQA(pre-RAG) 2017, BlenderBot(dialog pre-ChatGPT) 2018+, Self-Rewarding+more!
Marily Nika @marilynika
8K Followers 3K Following Gen AI Product Lead @ Google Voice Intelligence, ex-Meta | AI Product Academy Founder | Harvard Business School | ML PhD | TED | https://t.co/shM4v5xwZO.
Sergey Levine @svlevine
110K Followers 133 Following Associate Professor at UC Berkeley Co-founder, Physical Intelligence
Jürgen Schmidhuber @SchmidhuberAI
164K Followers 0 Following Invented principles of meta-learning (1987), GANs (1990), Transformers (1991), very deep learning (1991), etc. Our AI is used many billions of times every day.
Karan🧋 @kmeanskaran
6K Followers 358 Following ml lead @aihellos • building @influvo • lifting weights | newsletter: https://t.co/C87steJrIJ
Richard Sutton @RichardSSutton
46K Followers 64 Following Student of mind and nature, libertarian, chess player, cancer survivor. @ Keen, UAlberta, Amii, https://t.co/u8za2Kod54, The Royal Society, Turing Award
Eliot A Cohen @EliotACohen
85K Followers 289 Following Professor Emeritus at Johns Hopkins SAIS, former Counselor of the Department of State. Contributing writer @TheAtlantic. Personal opinions only.
Jebrim @AgileJebrim
4K Followers 2K Following Rendering Engineer creating hard real-time graphics & compute GPU technologies for mission/safety-critical systems. Opinions are my own.
Ethan Teicher @ethanteicher
2K Followers 690 Following PR for robot cars at @Waymo | Alum: Milltown Partners, NYC govt, and Capitol Hill | cat dad, wife guy, pro yapper, anime enjoyer & bk boy 🗽 | views my own
Toan Truong @ToanTruong_
41K Followers 635 Following I graduated at 16 & got my bachelor's at 18. I write about psychology, history, and the economy. Viral Thread Ghostwriter. Building @GeniusGTX to $1M ARR.
Nathan Lambert @natolambert
57K Followers 855 Following Figuring out AI @allen_ai, open models, RLHF, fine-tuning, etc Contact via email. Writes @interconnectsai Wrote The RLHF Book Mountain runner
Noémi Éltető @EltetoNoemi
2K Followers 616 Following AI-like human interested in human-like AI; working on thesis (stealth mode); research scientist at DeepMind 🇬🇧; previously 🇩🇪, 🇭🇺, 🇷🇴
Joe Mayo @JoeMayo
16K Followers 5K Following Author and Independent Consultant Recent books: - Programming the Microsoft Bot Framework/MSPress - C# Cookbook/O'Reilly Agents, AI, Generative AI, MCP, RAG
Jimmy Apples 🍎/acc @apples_jimmy
59K Followers 2K Following Wagmi. 2025. As featured in Bloomberg. As quoted by Nobel Prize winner Demis Hassabis. As mentioned on the Lex Fridman Podcast💺
Jonathan Washburn @JonWashburn
3K Followers 822 Following Artist, entrepreneur, researcher, husband and dad.
Rilwan (Akanni) Adewo... @rilakanni
93 Followers 874 Following ML Research Scientist @ECMWF | PhD | Weather Modelling
Neeraj Wagh @neeraj_wagh
588 Followers 6K Following Representation learning for EEG signals. Bioengineering PhD student @BIOENGatIL. MS in Statistics @illinois_alma. Computer Engineer.
Joey Politano 🏳️... @JosephPolitano
88K Followers 2K Following Writing a data-driven newsletter about economics @ https://t.co/IanQ9oPoPi | Nuance? In this economy? | Full Employment Stan, Brazilian Coffee Tariff Victim
Raul Junco @RaulJuncoV
31K Followers 500 Following I simplify System Design, and System Design will make you a better Software Engineer. System Design • Databases • Algorithms • AI Enthusiast
Shelly Palmer @shellypalmer
40K Followers 3K Following Prof of Advanced Media in Residence, Newhouse School, Syracuse University | CEO The Palmer Group | #ai #marketing #media
Vintage Maps @vintagemapstore
335K Followers 8 Following Exploring the world through the lens of cartography and design. 🗺️ Vintage maps, propaganda posters, modern infographics, and heraldry.
Exceptional Agility A... @EA_x_AI
177 Followers 97 Following Empowering #Agile teams with #AI-driven insights and automation to enhance collaboration, accelerate #innovation, and deliver exceptional value
Charles Miller @charlesmiller_7
222K Followers 1 Following Join my Academy for $1 ↓ 6 courses, dozens of proven client acquistion strategies, 10 new videos per month, expert Q&A, and more. All for just a buck. ✞
Prompter @PromptLLM
69K Followers 434 Following Teaching those how to ask AI the right questions to transform every aspect of their life.
Lamar @LamarDealMaker
5K Followers 1K Following Creating academically elite sports schools with Alpha School | high standards + ai tutors + athletics | ai engineer @alphaschoolATX | GauntletAI w25
n8n.io @n8n_io
57K Followers 1 Following Workflow automation for technical teams to build AI solutions that integrate with any app or API at no-code speed and code flexibility. Open and self-hostable
Lance Ying @LanceYing42
464 Followers 145 Following PhD Student in AI & Computational Cognition @Harvard & @MIT. Research Intern @GoogleAI. Building and measuring AGI.
Nate @natebjones
2K Followers 3K Following Head of Product, Dad of 2 (3 with the corgi). Tweets about what I care about. Roots in SE Asia 🇮🇩 🇵🇭
Justine Moore @venturetwins
128K Followers 983 Following Partner @a16z AI 🤖 and twin to @omooretweets | Investor in @elevenlabsio, @krea_ai, @bfl_ml, @hedra_labs, @WaveFormsAI, @ViggleAI, & more
Lenny Rachitsky @lennysan
268K Followers 3K Following Deeply researched product, growth, and career advice | Newsletter: https://t.co/LF0tRFpCeT | Podcast: https://t.co/ZQWNT0iXvJ | Lennybot: https://t.co/TqkCh3hVCa
Amanda Askell @AmandaAskell
54K Followers 657 Following Philosopher & ethicist trying to make AI be good @AnthropicAI. Personal account. All opinions come from my training data.
U.S. Tech Workers @USTechWorkers
55K Followers 706 Following @ifspp we bring together civic minded people to advocate on behalf of American workers harmed by employment visa programs & demand Congress enact reforms.
Ashwin Lalendran @ashwinl
7K Followers 4K Following Positive-sum globalist | Investing @MoxxieVentures | Engineered bomb-detecting drones @AFResearchLab, autonomy @Apple | AI and the physical world |⚡
Jack Morris @jxmnop
46K Followers 988 Following research @cornell // language models, information theory, science of AI
Rob Henderson @robkhenderson
177K Followers 808 Following Best-selling author of "Troubled: A Memoir of Foster Care, Family, and Social Class" | Senior Fellow, @ManhattanInst | All Views My Own
Shalini Goyal @goyalshaliniuk
4K Followers 99 Following 85K on LinkedIn, Ex-Amazon, J.P Morgan | Speaker, Author | Career Coach - Engineering and AI || Connect with me: https://t.co/06DRKuMzWx
Michael Kofoed @mikekofoed
8K Followers 5K Following Econ Prof @HaslamUT, @UTBoydCenter @iza_bonn. Prev: @WestPointSOSH Econ of Ed. Labor. Defense. Health. Alum: Weber State, UGA. @Deseret Contributor. Dad jokes.
Kevin Lu @_kevinlu
9K Followers 219 Following @thinkymachines. formerly: - @openai: RL, synthetic data, efficient models - @berkeley_ai: decision transformer, universal computation
John Nosta @JohnNosta
81K Followers 53K Following I'm a Leading Innovation Theorist in Technology, Artificial Intelligence and Medicine.