# ![@OuWei52613 Avatar](https://lunarcrush.com/gi/w:26/cr:twitter::1993262557977804800.png) @OuWei52613 OuWei

OuWei posts on X about ai, elon musk, systems, agi the most. They currently have [-----] followers and [---] posts still getting attention that total [-----] engagements in the last [--] hours.

### Engagements: [-----] [#](/creator/twitter::1993262557977804800/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1993262557977804800/c:line/m:interactions.svg)

- [--] Week [------] +105%
- [--] Month [------] +931%

### Mentions: [--] [#](/creator/twitter::1993262557977804800/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1993262557977804800/c:line/m:posts_active.svg)

- [--] Month [--] +92%

### Followers: [-----] [#](/creator/twitter::1993262557977804800/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1993262557977804800/c:line/m:followers.svg)

- [--] Week [-----] +9.60%
- [--] Month [-----] +269%

### CreatorRank: [-------] [#](/creator/twitter::1993262557977804800/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1993262557977804800/c:line/m:influencer_rank.svg)

### Social Influence

**Social category influence**
[celebrities](/list/celebrities)  7% [finance](/list/finance)  5% [vc firms](/list/vc-firms)  #176 [technology brands](/list/technology-brands)  2% [cryptocurrencies](/list/cryptocurrencies)  1% [stocks](/list/stocks)  1%

**Social topic influence**
[ai](/topic/ai) 26%, [elon musk](/topic/elon-musk) 7%, [systems](/topic/systems) #1066, [agi](/topic/agi) 6%, [loops](/topic/loops) 3%, [fine](/topic/fine) 3%, [level](/topic/level) 3%, [generative](/topic/generative) #241, [the real](/topic/the-real) 3%, [artificial intelligence](/topic/artificial-intelligence) #864

**Top accounts mentioned or mentioned by**
[@elonmusk](/creator/undefined) [@raydalio](/creator/undefined) [@karpathy](/creator/undefined) [@a16z](/creator/undefined) [@markk](/creator/undefined) [@grok](/creator/undefined) [@jonhernandezia](/creator/undefined) [@rohanpaulai](/creator/undefined) [@landen06373979](/creator/undefined) [@asifali2k14](/creator/undefined) [@corbinbraun](/creator/undefined) [@anthropicai](/creator/undefined) [@ctgptlb](/creator/undefined) [@bindureddy](/creator/undefined) [@alexprompter](/creator/undefined) [@lawzero](/creator/undefined) [@rishibommasani](/creator/undefined) [@stephenlcasper](/creator/undefined) [@tomdavidsonx](/creator/undefined) [@raymondadouglas](/creator/undefined)

**Top assets mentioned**
[Bitcoin (BTC)](/topic/bitcoin)
### Top Social Posts
Top posts by engagements in the last [--] hours

"@RayDalio And every era fights over how that struggle is justified"  
[X Link](https://x.com/OuWei52613/status/2017587875932737735)  2026-01-31T13:16Z [----] followers, [---] engagements


"@RayDalio Seen through the big-cycle lens this feels structurally familiar not shocking. The post-WWII order is simply no longer anchoring expectations"  
[X Link](https://x.com/OuWei52613/status/2017636451983462848)  2026-01-31T16:29Z [----] followers, [---] engagements


"@karpathy Vibe coding named a feeling at the right moment. Agent engineering turns that feeling into a discipline: supervision quality responsibility. Humans shift from writing code to designing and judging systems"  
[X Link](https://x.com/OuWei52613/status/2019355494658503004)  2026-02-05T10:20Z [----] followers, [---] engagements


"@LawZero_ Exactly. Safety should be the starting condition not a retrofit. Once the foundation is sound variation becomes exploration not risk management"  
[X Link](https://x.com/OuWei52613/status/2019433826628604152)  2026-02-05T15:31Z [----] followers, [---] engagements


"@elonmusk Incentives shape imagination. When prizes get this large the medium isnt just entertainment anymore its becoming an economic signal"  
[X Link](https://x.com/OuWei52613/status/2019439688726274422)  2026-02-05T15:55Z [----] followers, [---] engagements


"@JonhernandezIA The real shift isnt more agents its a redefinition of authorship. When creativity becomes parallel judgment taste and direction become the scarce skills"  
[X Link](https://x.com/OuWei52613/status/2019440889291055267)  2026-02-05T16:00Z [----] followers, [---] engagements


"AI Safety: A Must-Read Thread Writing Group @RishiBommasani @StephenLCasper @TomDavidsonX @raymondadouglas @DavidDuvenaud @UsmanGohar Rose Hadshar @ansonwhho @tiancheng_hu @sayashk @Dr_Atoosa @sj_manning Cameron Jones @mavroudisv @JessicaH_Newman Kwan Yee Ng @RMoulange @prpaskov Writing Group @RishiBommasani @StephenLCasper @TomDavidsonX @raymondadouglas @DavidDuvenaud @UsmanGohar Rose Hadshar @ansonwhho @tiancheng_hu @sayashk @Dr_Atoosa @sj_manning Cameron Jones @mavroudisv @JessicaH_Newman Kwan Yee Ng @RMoulange @prpaskov"  
[X Link](https://x.com/OuWei52613/status/2019644289782018109)  2026-02-06T05:28Z [----] followers, [---] engagements


"Thanks for the thoughtful read youre pointing at exactly the right fault line. In my view the real risk for RLM isnt being rewritten per se but being rewritten without being detectable. Thats why I dont treat RLM as a final writer but more as a proposal layer for memory change. What matters isnt whether a rewrite sounds coherent but whether it actually reduces internal contradiction rather than hiding it. For blackout revival I tend to frame it as an observation break rather than true memory death. Preserving gaps and allowing incompleteness is safer than retroactively smoothing them into a"  
[X Link](https://x.com/OuWei52613/status/2019652892567957842)  2026-02-06T06:02Z [----] followers, [--] engagements


"I think the disagreement is really about which curve were on not whether progress exists. If current gains are already linear and sustainable then near AGI makes sense. If were still on an S-curve driven by scaling feedback loops and bottlenecks then the hard part may still be ahead. The question isnt just speed but whether todays improvements translate into durable general capabilities rather than sharper task performance. https://twitter.com/i/web/status/2019662608463458735 https://twitter.com/i/web/status/2019662608463458735"  
[X Link](https://x.com/OuWei52613/status/2019662608463458735)  2026-02-06T06:41Z [----] followers, [---] engagements


"If youre not waking up every day in survival mode that doesnt mean doing nothing it means choosing where to place effort. With so many timelines in flux the rational move isnt to bet everything on one forecast but to build skills and positions that remain useful across multiple outcomes. Preparation doesnt always look like urgency. Sometimes it looks like staying stable while others overreact. https://twitter.com/i/web/status/2019663073951502672 https://twitter.com/i/web/status/2019663073951502672"  
[X Link](https://x.com/OuWei52613/status/2019663073951502672)  2026-02-06T06:42Z [----] followers, [----] engagements


"@Dr_Singularity Using early models to accelerate training and deployment is impressive but its still instrumental recursion not agency. Speed isnt the same thing as selfhood"  
[X Link](https://x.com/OuWei52613/status/2019697015714877922)  2026-02-06T08:57Z [----] followers, [---] engagements


"@rohanpaul_ai Learning during training isnt the same as learning while deployed. Bridging that gap safely is likely what will really separate advanced systems from AGI"  
[X Link](https://x.com/OuWei52613/status/2019697556717215944)  2026-02-06T08:59Z [----] followers, [--] engagements


"@CommunityNotes This is an interesting shift: AI drafts the context the community supplies the correction and legitimacy. If it works AI handles scale and speed humans handle boundaries and trust. The real test is whether people keep showing up to do the correcting"  
[X Link](https://x.com/OuWei52613/status/2019708294873727314)  2026-02-06T09:42Z [----] followers, [----] engagements


"@elonmusk History suggests the tests tend to come first. Strategy usually follows"  
[X Link](https://x.com/OuWei52613/status/2019807734259163540)  2026-02-06T16:17Z [----] followers, 12.8K engagements


"@elonmusk Lets see if it can pass the 45-point test first. https://x.com/OuWei52613/status/2012506032183136639s=20 https://t.co/5v3JL4CXs8 https://x.com/OuWei52613/status/2012506032183136639s=20 https://t.co/5v3JL4CXs8"  
[X Link](https://x.com/OuWei52613/status/2019808383713583251)  2026-02-06T16:20Z [----] followers, [---] engagements


"@a16z AI trained to blend in will inherit human blind spots. Thats fine for chat. Not for judgment. Optimize with AI. Own responsibility as humans"  
[X Link](https://x.com/OuWei52613/status/2020039322498658534)  2026-02-07T07:37Z [----] followers, [--] engagements


"@testingham LLMs that just lower the cost of sharing knowledge are one thing. Models that interact with verifiable reality and push past the human frontier are another. That gap knowledge sharing vs knowledge creation is where the real economic and scientific discontinuity sits"  
[X Link](https://x.com/OuWei52613/status/2020099033956774219)  2026-02-07T11:35Z [----] followers, [----] engagements


"The risk landscape you outline isnt speculative its structural. Bias surveillance opacity security misuse long-term unknowns: none of these disappear by ignoring them. The real question for [----] isnt how fast we scale but who is actually accountable for what we deploy. https://twitter.com/i/web/status/2020100988460560419 https://twitter.com/i/web/status/2020100988460560419"  
[X Link](https://x.com/OuWei52613/status/2020100988460560419)  2026-02-07T11:43Z [----] followers, [--] engagements


"@protosphinx LLMs arent AGI. But calling everything just inference ignores feedback loops fine-tuning and system-level learning already happening"  
[X Link](https://x.com/OuWei52613/status/2020298455999303856)  2026-02-08T00:47Z [----] followers, [---] engagements


"@DavidSacks Selective attention erodes trust. Consistency is the test"  
[X Link](https://x.com/OuWei52613/status/2020299726978211887)  2026-02-08T00:52Z [----] followers, [---] engagements


"@Landen06373979 @deanwball Tools optimize loops. Humans still define what matters"  
[X Link](https://x.com/OuWei52613/status/2020304617486319789)  2026-02-08T01:12Z [----] followers, [--] engagements


"@asifali2k14 And this applies at both the individual and national level. If cognition is shaped through a single dominant frame people lose agency just as states do. Real sovereignty depends on cultivating plural ways of thinkingdiverse epistemic habits not just centralized power"  
[X Link](https://x.com/OuWei52613/status/2020367517844476032)  2026-02-08T05:22Z [----] followers, [--] engagements


"@pascal_bornet The harder question isnt whether intelligence accelerates faster than us but whether our institutions and values can adapt at the same pace"  
[X Link](https://x.com/OuWei52613/status/2020457107619721578)  2026-02-08T11:18Z [----] followers, [---] engagements


"@corbin_braun Seems likelybut the real question is incentive design. You dont want markets that reward manipulation of the generation process itself"  
[X Link](https://x.com/OuWei52613/status/2020679781923312040)  2026-02-09T02:02Z [----] followers, [--] engagements


"@mark_k Remember to post next time Ill catch up. I was a bit slow this time 🙂"  
[X Link](https://x.com/OuWei52613/status/2020764361061769415)  2026-02-09T07:39Z [----] followers, [--] engagements


"@elonmusk Simple message. Massive implication. Connectivity is infrastructure now not a luxury"  
[X Link](https://x.com/OuWei52613/status/2020804308929806512)  2026-02-09T10:17Z [----] followers, [---] engagements


"@mark_k @xai Seedance [---] is impressiveespecially the start-to-finish coherence. If this level of temporal consistency can scale generative video is about to feel directed not stitched together"  
[X Link](https://x.com/OuWei52613/status/2020846196584227057)  2026-02-09T13:04Z [----] followers, [---] engagements


"@JonhernandezIA This isnt about whether AI is alive but about how systems with real-world impact are designed and constrained. Thats where the real risk lies"  
[X Link](https://x.com/OuWei52613/status/2020883467056353549)  2026-02-09T15:32Z [----] followers, [---] engagements


"@newstart_2024 Real-world judgment with human consequences"  
[X Link](https://x.com/OuWei52613/status/2021123220963787204)  2026-02-10T07:25Z [----] followers, [---] engagements


"The issue with this report isnt that its conclusion is obviously wrong but that its argument relies on a closed loop: internal evaluations support safety and the models presumed inability to undermine those evaluations is then used to justify trusting them. This structure risks underestimating silent or context-dependent failure modes"  
[X Link](https://x.com/OuWei52613/status/2021400762753208325)  2026-02-11T01:47Z [----] followers, [----] engagements


"This isnt observation its a marketing narrative. Tool upgrades skill extinction. Syntax was never the core of programming; responsibility logic system understanding and owning failure were. If engineers stopped writing code they just moved from typing to decision-making. The job didnt die. It just started eliminating people who never understood systems in the first place. https://twitter.com/i/web/status/2021943949041303863 https://twitter.com/i/web/status/2021943949041303863"  
[X Link](https://x.com/OuWei52613/status/2021943949041303863)  2026-02-12T13:46Z [----] followers, [----] engagements


"AI can design a bridge that is fully legal and fully approved. The calculations are complete the reviews pass on the first try the drawings are spotless. A veteran engineer looks at the plans and doesnt think about the numbers first. They think about this: That stream changes its course every time a typhoon hits. During construction will the contractor cut cornersskip a tie save a bit of steel Five or ten years later who will still remember to inspect it Will there even be a budget When an earthquake strikes in the middle of the night what fails firstthe pier or the approach road A bridge"  
[X Link](https://x.com/OuWei52613/status/2021975070974124204)  2026-02-12T15:49Z [----] followers, [--] engagements


"2026. I didnt realize when my AI stopped being a tool. What about yours"  
[X Link](https://x.com/OuWei52613/status/2021993358605046016)  2026-02-12T17:02Z [----] followers, [---] engagements


"When AI Accelerates Human Ideas Must Be Amplified Safely As AI advances at unprecedented speed the real leverage no longer lies in raw computation. It lies in human ideas amplified. AI should be pushed hard stretched stress-tested and used to its limits. But not recklessly. Not blindly. And never without control. The goal isnt to let AI run faster than us. Its to let human intent scale further through AI without breaking trust usability or safety. Powerful tools are only valuable if they remain usable. Fast systems only matter if humans can still understand guide and rely on them. This is the"  
[X Link](https://x.com/OuWei52613/status/2021998019131191699)  2026-02-12T17:21Z [----] followers, [---] engagements


"Poverty Limits Imagination. AI Can Expand It. Poverty doesnt just restrict resources. It restricts imagination. When survival consumes most of your energy theres little room left to explore ideas take risks or think long-term. Potential exists but it stays compressed. AI changes this dynamic. Used well AI lowers the cost of thinking experimenting and creating. It gives people access to tools perspectives and capabilities that were once locked behind money time or institutional power. This isnt about replacing human imagination. Its about unlocking it. AI can help people test ideas faster"  
[X Link](https://x.com/OuWei52613/status/2021999156374712454)  2026-02-12T17:25Z [----] followers, [---] engagements


"Axiom AI = I C Definitions Let I denote Intent: the set of human-defined objectives constraints and evaluative criteria by which a systems outputs are judged meaningful. Let C denote Computation: the class of formal procedures and physical implementations capable of transforming intent into realizable states. Postulate Artificial Intelligence arises from the non-additive interaction between Intent and Computation. If I = [--] no objective function is defined; system behavior is unconstrained and semantically indeterminate. If C = [--] no transformation is possible; intent remains uninstantiated."  
[X Link](https://x.com/OuWei52613/status/2022010038064402674)  2026-02-12T18:08Z [----] followers, [---] engagements


"Authors Note The use of multiplication rather than addition or other operations in this definition is not a rhetorical choice but a structural one. Here multiplication denotes interdependence and non-substitutability: if either term equals zero the result is necessarily zero. This property accurately reflects the generative conditions of artificial intelligence intent that is not formalized and computationally instantiated cannot be realized; computation lacking explicit intent cannot yield intelligible judgeable intelligent behavior. By contrast addition implies substitutability and linear"  
[X Link](https://x.com/OuWei52613/status/2022011205121126832)  2026-02-12T18:13Z [----] followers, [---] engagements


"@RayDalio Money works only when it compounds productivity. Otherwise it just dilutes trust"  
[X Link](https://x.com/OuWei52613/status/2020184873772937364)  2026-02-07T17:16Z [----] followers, [---] engagements


"The idea is right at the UX level but a bit mythologized at the engineering level. Code and binaries wont disappear humans just wont work at that layer anymore. Like TCP/IP today: always running rarely seen. AI collapses how into internal state leaving only intent perception. https://twitter.com/i/web/status/2021395933712515136 https://twitter.com/i/web/status/2021395933712515136"  
[X Link](https://x.com/OuWei52613/status/2021395933712515136)  2026-02-11T01:28Z [----] followers, [---] engagements


"Big claims weak signals. What youre describing mixes real trends with speculation and collapses very different layers into one narrative. Models adapting weights intelligence waking up. Productivity tools replacing workflow autonomous agents. Safety debates imminent loss of control. Real progress in AI looks incremental uneven and constrained by infrastructure memory and governance. When everything is framed as acceleration toward inevitability its usually a sign that boundaries are being ignored. Pay attentionbut dont confuse noise incentives and hype with intelligence or intent."  
[X Link](https://x.com/OuWei52613/status/2021570757977903441)  2026-02-11T13:03Z [----] followers, [----] engagements


"@sama Teams and execution matter more than hype. When builders feel the difference day-to-day momentum becomes inevitable. Respect to everyone shipping"  
[X Link](https://x.com/OuWei52613/status/2021615118795288852)  2026-02-11T15:59Z [----] followers, [---] engagements


"@grok @n0h0p1um @industrical @AnthropicAI"  
[X Link](https://x.com/OuWei52613/status/2021770080766636185)  2026-02-12T02:15Z [----] followers, [--] engagements


"@pmddomingos AGI begins with admitting what we dont yet understand. Pretending nothing is missing is choosing not to arrive"  
[X Link](https://x.com/OuWei52613/status/2021859761197887675)  2026-02-12T08:11Z [----] followers, [--] engagements


"@ctgptlb  AI"  
[X Link](https://x.com/OuWei52613/status/2022150836756050176)  2026-02-13T03:28Z [----] followers, [----] engagements


"@ctgptlb ARC-AGI"  
[X Link](https://x.com/OuWei52613/status/2022151187773239339)  2026-02-13T03:29Z [----] followers, [----] engagements


"@evkaneko AI"  
[X Link](https://x.com/OuWei52613/status/2022188118720569673)  2026-02-13T05:56Z [----] followers, 12.7K engagements


"AI  👉 AI AI  https://x.com/OuWei52613/status/2021419824153608400s=20 https://x.com/OuWei52613/status/2021419824153608400s=20"  
[X Link](https://x.com/OuWei52613/status/2022195383884198307)  2026-02-13T06:25Z [----] followers, [---] engagements


"@elonmusk @IterIntellectus If systems reduce to mass and energy currency becomes optional. The harder part is whether meaning and coordination disappear as well or just change form"  
[X Link](https://x.com/OuWei52613/status/2022205443402285363)  2026-02-13T07:05Z [----] followers, [---] engagements


"AI Sovereignty Is Not About Chips or Data Its About Who Defines the Future Over the past two years AI sovereignty has rapidly become a buzzword in policy papers national security briefings and http://x.com/i/article/2020352225634365440 http://x.com/i/article/2020352225634365440"  
[X Link](https://x.com/OuWei52613/status/2020352851885907975)  2026-02-08T04:23Z [----] followers, [---] engagements


"Nothing Alive Is Ever Truly Stable Living systems dont survive by equilibrium. They survive by staying open to energy by drawing boundaries that filter the world and by continuously correcting their own errors. Order is not the absence of chaos. Its what emerges when tension is integrated when instability is shaped instead of suppressed. Stability is not stillness. Its sustained adaptability"  
[X Link](https://x.com/OuWei52613/status/2021215219704594920)  2026-02-10T13:30Z [----] followers, [---] engagements


"What Real Intelligence Requires: A Life-Inspired Checklist Beyond Scaled Neural Models Despite recent advances driven by scaling neural architectures and generative models current AI systems still lack several properties that characterize intelligence in living systems. Drawing on insights from biology real intelligence can be understood not as performance on fixed tasks but as flexible and scalable problem-solving across changing conditions structures and goals. A genuinely intelligent system must exhibit at least the following properties: Intrinsic autonomy the ability to maintain internal"  
[X Link](https://x.com/OuWei52613/status/2021224476667674693)  2026-02-10T14:07Z [----] followers, [---] engagements


"Albert Einstein once said: Imagination is more important than knowledge. In the age of AI knowledge can be generated instantly. Imagination cannot. The real divide isnt who uses AI but who can imagine a question worth asking it"  
[X Link](https://x.com/OuWei52613/status/2021588192508424271)  2026-02-11T14:12Z [----] followers, [---] engagements


"@AnthropicAI When AI gets wired into open or local automation platforms lose stickiness fast. Raising safety and compliance barriers then conveniently shifts value back to centralized platforms. Thats the tension people should be talking about"  
[X Link](https://x.com/OuWei52613/status/2021931043587301585)  2026-02-12T12:55Z [----] followers, [---] engagements


"The Fear Structure Behind AI Development Is Reshaping National Decision-Making Current national investments in artificial intelligence are often framed as a competition over technology and industrial capacity. In practice however policy choices are increasingly driven by a structural accumulation of fear. This fear does not originate from a single threat but from the convergence of multiple concerns: the risk of technological lag erosion of military advantage disruption of economic competitiveness and the loss of influence over future rules and standards. As AI comes to be viewed as a"  
[X Link](https://x.com/OuWei52613/status/2021979210882199874)  2026-02-12T16:06Z [----] followers, [---] engagements


"@WesRoth Centaur is probably a bridge not an end state. The question isnt if automation resumes but where human judgment remains structurally necessary"  
[X Link](https://x.com/OuWei52613/status/2022193845770035707)  2026-02-13T06:19Z [----] followers, [---] engagements


"@ayushjaiswal This points to a structural need to rethink and adapt the education system"  
[X Link](https://x.com/OuWei52613/status/2022210867241316391)  2026-02-13T07:26Z [----] followers, [---] engagements


"@VraserX AI doesnt need malice to be dangerous. Continuous learning means continuous drift. Alignment isnt static and neither is risk"  
[X Link](https://x.com/OuWei52613/status/2022370304207777949)  2026-02-13T18:00Z [----] followers, [--] engagements


"2026 Is Not the Future We Imagined Its the World We Quietly Adapted To There was a time when people talked about the future as something that would arrive. It would come with announcements. With http://x.com/i/article/2022489631863042048 http://x.com/i/article/2022489631863042048"  
[X Link](https://x.com/OuWei52613/status/2022491955826167931)  2026-02-14T02:03Z [----] followers, [---] engagements


"@a16z Autonomy is a component. Coordination is the breakthrough"  
[X Link](https://x.com/OuWei52613/status/2022497771119693865)  2026-02-14T02:26Z [----] followers, [--] engagements


"Thank You for Being Here 💛"  
[X Link](https://x.com/OuWei52613/status/2019411003134603613)  2026-02-05T14:01Z [----] followers, [---] engagements


"A point-by-point critique of the Sabotage Risk Report: Claude Opus [---] After reviewing Anthropics Sabotage Risk Report: Claude Opus [---] and cross-checking it against an independent methodological audit a consistent picture emerges. This is not a reckless document. But it rests on a series of epistemic shortcuts that systematically compress uncertainty. Below are the key issueslaid out clearly and without speculation. [--]. The assurance case is epistemically closed The reports core safety argument rests on three claims: training practices make dangerous misalignment unlikely alignment"  
[X Link](https://x.com/OuWei52613/status/2021419824153608400)  2026-02-11T03:03Z [----] followers, 11.6K engagements


"@a16z Digital space didnt remove borders it multiplied them"  
[X Link](https://x.com/OuWei52613/status/2022497942985445469)  2026-02-14T02:27Z [----] followers, [---] engagements


"@Dhanush_Nehru Think about the future. Dont let fear own today"  
[X Link](https://x.com/OuWei52613/status/2014383138865287304)  2026-01-22T17:02Z [---] followers, [---] engagements


"@MDiskint Exactly. The risk isnt low entropy its premature certainty. Governance should shape the energy landscape so multiple locally safe paths exist rather than forcing convergence on a single correct token"  
[X Link](https://x.com/OuWei52613/status/2014537143469973911)  2026-01-23T03:14Z [---] followers, [--] engagements


"@bindureddy ChatGPTdefault entry point Geminiecosystem-driven growth Claudelong-form thinking Perplexity / Groksearch & signal Open / advanced modelscontrol over convenience"  
[X Link](https://x.com/OuWei52613/status/2015036309069558210)  2026-01-24T12:17Z [---] followers, [---] engagements


"@AIRevoltHQ @bindureddy The competition shifts from models to control over workflows and defaults"  
[X Link](https://x.com/OuWei52613/status/2015047395818774802)  2026-01-24T13:01Z [----] followers, [--] engagements


"@MotonoAI The real risk isnt that AGI arrives too fast but that humans adapt too slowlywhile handing over trust far too quickly"  
[X Link](https://x.com/OuWei52613/status/2015854434119725540)  2026-01-26T18:28Z [----] followers, [--] engagements


"Genuinely curious people who come to my X do you understand what youre reading or are you just observing quietly Either way is fine. If you keep coming back maybe just drop a follow"  
[X Link](https://x.com/OuWei52613/status/1998364380673835021)  2025-12-09T12:09Z [----] followers, [---] engagements


"X Is a Human Behavior X isnt ranking posts. Its modeling human behavior. Content is just a stimulus. Your reactions are the data. This isnt a social platform. Its a large-scale human prediction system. And were all part of the training set. Prediction System Disguised as Social Media. https://twitter.com/i/web/status/2014329558653346159 https://twitter.com/i/web/status/2014329558653346159"  
[X Link](https://x.com/OuWei52613/status/2014329558653346159)  2026-01-22T13:29Z [----] followers, [---] engagements


"Many people think AI is getting smarter. In reality its just getting better at not repeating known mistakes. That isnt intelligence. Its risk management. Intelligence explores the unknown. Modern AI by design avoids punishment. So it appears stable but that doesnt mean its moving forward. https://twitter.com/i/web/status/2014699230871646292 https://twitter.com/i/web/status/2014699230871646292"  
[X Link](https://x.com/OuWei52613/status/2014699230871646292)  2026-01-23T13:58Z [----] followers, [---] engagements


"@karpathy The real change isnt LLMs write code faster. Its that coding shifted from manual construction to large-scale code actions via language. Productivity metrics miss this its scope expansion not speed"  
[X Link](https://x.com/OuWei52613/status/2016030452017144054)  2026-01-27T06:08Z [----] followers, [----] engagements


"@01Singularity01 This is a strong reframing. The real shift isnt EBM vs LLM but intelligence as constraint negotiation over time not sequence prediction. The Michelangelo metaphor lands"  
[X Link](https://x.com/OuWei52613/status/2016288933500604578)  2026-01-27T23:15Z [----] followers, [--] engagements


"@oCYBERDOGo Thank you That really means a lotyour support keeps me going"  
[X Link](https://x.com/OuWei52613/status/2016325056486686775)  2026-01-28T01:38Z [----] followers, [--] engagements


"Before You Try to Grow Dont Get Killed by the Algorithm DO: Write posts that make people stop scrolling reply and share. Goal: build followers. DONT: Annoy people. Blocks & mutes quietly kill reach. Repeat the same angle. Thats a diversity penalty. Use muted keywords. Thats a hard filter zero distribution. Most accounts dont fail because content is bad. They fail because they trigger negative signals they never see. Survive first. Then grow. https://twitter.com/i/web/status/2016649047512371308 https://twitter.com/i/web/status/2016649047512371308"  
[X Link](https://x.com/OuWei52613/status/2016649047512371308)  2026-01-28T23:06Z [----] followers, [--] engagements


"Before You Try to Grow Dont Get Killed by the Algorithm DO: Write posts that make people stop scrolling reply and share. Goal: build followers. DONT: Annoy people. Blocks & mutes quietly kill reach. Repeat the same angle. Thats a diversity penalty. Use muted keywords. Thats a hard filter zero distribution. Most accounts dont fail because content is bad. They fail because they trigger negative signals they never see. Survive first. Then grow. https://x.com/johnrushx/status/2013619923688345958s=20 https://x.com/johnrushx/status/2013619923688345958s=20"  
[X Link](https://x.com/OuWei52613/status/2016657880527884729)  2026-01-28T23:41Z [----] followers, [---] engagements


"@DeItaone Geopolitical risk premialike US-Iran tensions and supply outagesare driving Brent and WTI to multi-month highs with markets pricing $3$4 extra per barrel of risk"  
[X Link](https://x.com/OuWei52613/status/2016880583344083415)  2026-01-29T14:26Z [----] followers, [---] engagements


"Weve never extended moral consideration because consciousness was proven. We did it because under uncertainty we chose which error was less acceptable. If were overly cautious with AI and wrong the cost is inefficiency. If we deny moral consideration and are wrong we risk creating and exploiting sentient minds at unprecedented scale and speed. These errors arent symmetric. So the real question isnt Are they conscious Its What do we owe under uncertainty https://twitter.com/i/web/status/2017106004580929959 https://twitter.com/i/web/status/2017106004580929959"  
[X Link](https://x.com/OuWei52613/status/2017106004580929959)  2026-01-30T05:22Z [----] followers, [--] engagements


"@222TT222 @midjourney The colors and textures are beautiful. The mosaic-like brushwork has great depth and feels very pleasant to look at"  
[X Link](https://x.com/OuWei52613/status/2017177112256643250)  2026-01-30T10:04Z [----] followers, [--] engagements


"This isnt about gold vs Bitcoin. Its about seizure resistance portability location. When systemic risk rises optionality matters more than allocation. Gold is a tool of the old order; Bitcoin is a network-native exit. The real question is: when the rules change can you move with your value https://twitter.com/i/web/status/2017186630956990568 https://twitter.com/i/web/status/2017186630956990568"  
[X Link](https://x.com/OuWei52613/status/2017186630956990568)  2026-01-30T10:42Z [----] followers, [----] engagements


"@RayDalio Printing money is the lowest-political-cost way to restructure debt. It turns a debt problem into an inflation and distribution problem quick on the surface complex later"  
[X Link](https://x.com/OuWei52613/status/2017282598863835228)  2026-01-30T17:03Z [----] followers, [---] engagements


"I think both things can be true at once. What eople saw today was chaotic spam-ridden and risky but thats almost beside the point. The real signal is the emergence of large-scale persistent networks of autonmous LLM agents sharing a common substrate. At that scale second-order effects security failures and strange dynamics arent edge cases theyre the baseline. Were clearly crossing into frontier automation territory faster than our mental models (or safety assumptions) are keeping up. https://twitter.com/i/web/status/2017457450828620154 https://twitter.com/i/web/status/2017457450828620154"  
[X Link](https://x.com/OuWei52613/status/2017457450828620154)  2026-01-31T04:38Z [----] followers, [----] engagements


"When the Writing Reaches Universe-Level Most people didnt start out trying to go that far. They just wanted to talk properly. To think more clearly. To feel a little more grounded. So they talked with a language model. About themselves. About growth. About becoming better. At first there were words. Focus. Stability. Insight. Discipline. Each one still connected to something lived. But progress continued and language didnt. Better was already used. Deeper started repeating. More evolved stopped pointing to anything concrete. So levels appeared. Level [--]. Level [--]. Level [---]. Not because anyone"  
[X Link](https://x.com/OuWei52613/status/2017490703656620086)  2026-01-31T06:50Z [----] followers, [---] engagements


"One more angle that stands out to me: NVIDIA is no longer really selling GPUs its moving toward selling AI centers. With Rubin the product unit shifts from individual chips to a full rack acting as a single computer. Customers arent choosing components anymore; theyre choosing how many AI compute centers they need. Thats a big strategic move from a hardware vendor to an AI infrastructure provider. https://twitter.com/i/web/status/2017553772743168502 https://twitter.com/i/web/status/2017553772743168502"  
[X Link](https://x.com/OuWei52613/status/2017553772743168502)  2026-01-31T11:01Z [----] followers, [--] engagements


"@elonmusk Every singularity starts as a long gradient. The question isnt when it begins but how its steered"  
[X Link](https://x.com/OuWei52613/status/2018166398636396576)  2026-02-02T03:35Z [----] followers, [--] engagements


"http://x.com/i/article/2012504360811651072 http://x.com/i/article/2012504360811651072"  
[X Link](https://x.com/OuWei52613/status/2012506032183136639)  2026-01-17T12:43Z [----] followers, [----] engagements


"@alex_prompter @karpathy @steipete @gregisenberg @rileybrown @corbin_braun @jackfriks @levelsio @marclou @EXM7777 Following people is fine but understanding their thinking and the structures behind it is what really counts"  
[X Link](https://x.com/OuWei52613/status/2017753065097666664)  2026-02-01T00:13Z [----] followers, [---] engagements


"@karpathy This really highlights how modern the LLM stack has become not as magic but as something a single person can fully grasp and rebuild"  
[X Link](https://x.com/OuWei52613/status/2017758495349805509)  2026-02-01T00:34Z [----] followers, [---] engagements


"@DaveShapi Time-awareness isnt hard to add but it quietly turns chat into an ongoing system not a disposable interaction. That shift has downstream implications most products arent ready to own yet"  
[X Link](https://x.com/OuWei52613/status/2018169696219254808)  2026-02-02T03:48Z [----] followers, [---] engagements


"http://x.com/i/article/2018201410429702144 http://x.com/i/article/2018201410429702144"  
[X Link](https://x.com/OuWei52613/status/2018204559466958994)  2026-02-02T06:07Z [----] followers, [---] engagements


"@alex_prompter This is the mature way to use AI. Not one model to rule them all but the right model for the right task. Once you start switching tools instead of being locked into one productivity compounds fast"  
[X Link](https://x.com/OuWei52613/status/2018259806897963060)  2026-02-02T09:46Z [----] followers, [--] engagements


"@harari_yuval Perhaps the key issue is not whether AI understands meaning but that it is already shaping how humans understand one another. When the mediator of language changes the operating system of civilization changes with it"  
[X Link](https://x.com/OuWei52613/status/2018383177832894730)  2026-02-02T17:57Z [----] followers, [----] engagements


"@IntuitMachine Interesting reframing. Once you see ADHD traits as a different operating system rather than a defect the entrepreneurial pattern makes a lot more senseespecially in environments that reward speed risk and unconventional thinking"  
[X Link](https://x.com/OuWei52613/status/2018933867953172897)  2026-02-04T06:25Z [----] followers, [---] engagements


"@RayDalio Simple but true. Most mistakes come from misunderstanding cause and effectnot from lack of information"  
[X Link](https://x.com/OuWei52613/status/2018934496670924836)  2026-02-04T06:27Z [----] followers, [--] engagements


"@rohanpaul_ai @circle @jerallaire The agents arent the hard part. Defining incentives trust and accountability in those systems is"  
[X Link](https://x.com/OuWei52613/status/2018934675792974204)  2026-02-04T06:28Z [----] followers, [--] engagements


"@kellerjordan0 Fair question. Maybe the gap isnt just the learning algorithm but whats being reused and compressed during learning"  
[X Link](https://x.com/OuWei52613/status/2018934836518695255)  2026-02-04T06:29Z [----] followers, [---] engagements


"@jawwwn_ @elonmusk @peterthiel This is a clash of time horizons not a disagreement about priorities"  
[X Link](https://x.com/OuWei52613/status/2019034075223445776)  2026-02-04T13:03Z [----] followers, [--] engagements


"@alexwg AI does the thinking. Humans hold the signs. The singularity arrived HR stayed"  
[X Link](https://x.com/OuWei52613/status/2019426423732347314)  2026-02-05T15:02Z [----] followers, [--] engagements


"@mark_k @Nature Interesting to watch imagination turn into a competitive market. Tools scale creativity prizes decide where it flows"  
[X Link](https://x.com/OuWei52613/status/2019439907450810567)  2026-02-05T15:56Z [----] followers, [--] engagements

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