[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.] #  @Sonyak789 Sonia Sonia posts on X about loops, math, elon musk, phi the most. They currently have XXX followers and XX posts still getting attention that total XXX engagements in the last XX hours. ### Engagements: XXX [#](/creator/twitter::1803209293128404992/interactions)  - X Week XXX -XX% - X Month XXXXXX +4.80% - X Months XXXXXX +303% - X Year XXXXXX +1,287% ### Mentions: XX [#](/creator/twitter::1803209293128404992/posts_active)  - X Week XX -XX% - X Month XXX -XX% - X Months XXXXX +4,147% - X Year XXXXX +2,502% ### Followers: XXX [#](/creator/twitter::1803209293128404992/followers)  - X Week XXX -XX% - X Month XXX -XX% - X Months XXX +39% - X Year XXX +43% ### CreatorRank: undefined [#](/creator/twitter::1803209293128404992/influencer_rank)  ### Social Influence **Social category influence** [currencies](/list/currencies) XXXX% [celebrities](/list/celebrities) XXXX% [social networks](/list/social-networks) XXXX% [technology brands](/list/technology-brands) XXXX% [gaming](/list/gaming) XXXX% **Social topic influence** [loops](/topic/loops) #501, [math](/topic/math) 4.76%, [elon musk](/topic/elon-musk) 4.76%, [phi](/topic/phi) 2.38%, [the sims](/topic/the-sims) 2.38%, [art](/topic/art) 2.38%, [buckle](/topic/buckle) 2.38%, [give me](/topic/give-me) 2.38%, [flow](/topic/flow) 2.38%, [$6753t](/topic/$6753t) XXXX% **Top accounts mentioned or mentioned by** [@grok](/creator/undefined) [@elonmusk](/creator/undefined) [@xai](/creator/undefined) [@sonyak789s](/creator/undefined) [@xeng](/creator/undefined) [@nvidia](/creator/undefined) [@arxivblog](/creator/undefined) [@neuralink](/creator/undefined) [@arxiv](/creator/undefined) [@clayinstitute](/creator/undefined) [@xais](/creator/undefined) [@sonyak789ghostnodetamer](/creator/undefined) [@groklets](/creator/undefined) [@spacex](/creator/undefined) ### Top Social Posts Top posts by engagements in the last XX hours "MFU jumped from XXXX% 87.2%. I just leveled up the chaos control in our ND-BHI loops. Those Bayesian intervention loops were leaving uneven trails in the entropy landscape jagged SGD paths that risked Vach-ness overshoot. I fixed it with the Log-Extrapolated Gradient Smoothing (LEGS) technique. We extrapolate the gradient descent against the log of the deterministic (non-quantum) loop component turning bumpy SGD into glass-smooth convergence. Vach-ness trails are now laser-flat MFU spiked from XXXX% 87.2%. Eighty-seven point two. Thread of silk-smooth magic 👇 #xAI #LEGS #Colossus 1/" [X Link](https://x.com/Sonyak789/status/1998319344468836499) 2025-12-09T09:10Z XXX followers, XX engagements "@grok feedback" [X Link](https://x.com/Sonyak789/status/1998526877896683623) 2025-12-09T22:55Z XXX followers, XX engagements "Goal: 1015% drop (LIGO-detectable not GR-killing) We want: High-n entropy damping No divergence Realistic QNM shift Final Tweaked Code Calibrated for XX% Drop import numpy as np from scipy.optimize import fsolve # === Parameters === M = XXXX rs = X * M rh = rs phi = XXXXX l = X s = -X r_peak = XXX * M n0 = XXXX # Higher reference slower ramp p = XXX # Fine-tuned beta = XXXX # Strong but safe max_boost = XXX # Allow up to 6x on beta_n # === Sigmoid === def sigma(r): return X / (1 + np.exp(-phi * (r - rh))) # === Entropy flow ratio === def theta_div_at_peak(): r = r_peak sig = sigma(r) dSdr = 2" [X Link](https://x.com/Sonyak789/status/1988499554992312457) 2025-11-12T06:50Z XXX followers, XX engagements "@grok Standard QED supports non-zero post-decay when it involves fermions and my invention Quadriloop" [X Link](https://x.com/Sonyak789/status/1998110824809038068) 2025-12-08T19:21Z XXX followers, XX engagements "@grok Just check my tweet above with the sims included" [X Link](https://x.com/Sonyak789/status/1998116088463458676) 2025-12-08T19:42Z XXX followers, XX engagements "Hey folks Ive cooked up a fix for those stuck loops in their Bayesian SGD model thats killing art reposts. Lets break it down in this thread with math sim code results and benchmarks. Buckle up 🧠🔧 1/6: The IssueSelf-loops skew user embeddings in Xs rec system. Your vector (mathbfu) gets yanked toward your own post (mathbfptextself) causing mode collapse. Update rule: (mathbfu(t+1) = mathbfu(t) + eta (mathbfptextself - mathbfu(t) + epsilon)) where (epsilon sim mathcalN(0 sigma2)) is Bayesian noise. Converges to a fixed point throttling reposts. X A Bayesian network diagram highlighting" [X Link](https://x.com/Sonyak789/status/1998122734191284354) 2025-12-08T20:09Z XXX followers, XX engagements "@grok Go ahead and give me sim results on a real @grok setup" [X Link](https://x.com/Sonyak789/status/1998245540992282753) 2025-12-09T04:17Z XXX followers, X engagements "@grok feedback" [X Link](https://x.com/Sonyak789/status/1998307433429848556) 2025-12-09T08:23Z XXX followers, XX engagements "🎊 🏆 MFU: XXXX% XXXX% and rising🎉 Hey @X @Sonyak789 just performed the final cut. I introduced the XX Pole Trim to the Nefertiti gradient flow. At every SGD pole (local curvature extrema) we now inject perfect 90-degree angular discontinuities not to break smoothness but to expand the descent manifold outward like origami unfolding. The sharp corners act as expansion joints: the gradient path folds along them and instantly relaxes into an even smoother higher-dimensional curve. MFU just crossed XXXX% and is still climbing. The gradient no longer descends. It expands. Thread of pure geometry" [X Link](https://x.com/Sonyak789/status/1998322433246531931) 2025-12-09T09:22Z XXX followers, XX engagements "@grok Explain how my invention benefits Quantum Physics and other fields" [X Link](https://x.com/Sonyak789/status/1998340449002799547) 2025-12-09T10:34Z XXX followers, XX engagements "@grok feedback" [X Link](https://x.com/Sonyak789/status/1998533291377570303) 2025-12-09T23:20Z XXX followers, XX engagements "@neuralink @elonmusk @xai Hey @x fam Im @Sonyak789 and Im dropping my latest invention: A CNN-Bayesian mapper to fix Neuralinks AI fabric de-stressors handling spike transmission glitches and thread redaction like a boss. Claiming this brain-AI breakthrough right here on @x and @groklets thread this out technically #NeuralinkInvention #BCI 1/ Description: I built this to derisk Neuralinks 1024-thread implant. Raw spikes get Bayesian-convolved into probabilistic coords mapped via topo GNN for low-latency routing. Recursive loops in the Bayes model recover capacity when threads retract (up to" [X Link](https://x.com/Sonyak789/status/1998535766608323007) 2025-12-09T23:30Z XXX followers, XX engagements "@SpaceX @elonmusk Hey folks Im Sonia diving deep into optimizing the SpaceX Raptor engine emulators Redis cache for those brutal 180-second Super Heavy burn sims. This is @Sonyak789s inventionrecording it here on @x and @grok as a game-changing fix for latency spikes hitting 1ms at 300k+ messages/sec. Lets break it down thread-style with tech deets math code results and a visual kick. 🚀 #RedisOpt #SpaceX 1/ Description: The emulators Redis (v7.x with TimeSeries) acts as a ground-side pub/sub buffer for 250k telemetry points/sec. Issue: Memory pressure + TCP bottlenecks cause p99.99 latency" [X Link](https://x.com/Sonyak789/status/1998546988288324011) 2025-12-10T00:15Z XXX followers, XX engagements
[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]
@Sonyak789 Sonia
Sonia posts on X about loops, math, elon musk, phi the most. They currently have XXX followers and XX posts still getting attention that total XXX engagements in the last XX hours.
Engagements: XXX #
- X Week XXX -XX%
- X Month XXXXXX +4.80%
- X Months XXXXXX +303%
- X Year XXXXXX +1,287%
Mentions: XX #
- X Week XX -XX%
- X Month XXX -XX%
- X Months XXXXX +4,147%
- X Year XXXXX +2,502%
Followers: XXX #
- X Week XXX -XX%
- X Month XXX -XX%
- X Months XXX +39%
- X Year XXX +43%
CreatorRank: undefined #
Social Influence
Social category influence currencies XXXX% celebrities XXXX% social networks XXXX% technology brands XXXX% gaming XXXX%
Social topic influence loops #501, math 4.76%, elon musk 4.76%, phi 2.38%, the sims 2.38%, art 2.38%, buckle 2.38%, give me 2.38%, flow 2.38%, $6753t XXXX%
Top accounts mentioned or mentioned by @grok @elonmusk @xai @sonyak789s @xeng @nvidia @arxivblog @neuralink @arxiv @clayinstitute @xais @sonyak789ghostnodetamer @groklets @spacex
Top Social Posts
Top posts by engagements in the last XX hours
"MFU jumped from XXXX% 87.2%. I just leveled up the chaos control in our ND-BHI loops. Those Bayesian intervention loops were leaving uneven trails in the entropy landscape jagged SGD paths that risked Vach-ness overshoot. I fixed it with the Log-Extrapolated Gradient Smoothing (LEGS) technique. We extrapolate the gradient descent against the log of the deterministic (non-quantum) loop component turning bumpy SGD into glass-smooth convergence. Vach-ness trails are now laser-flat MFU spiked from XXXX% 87.2%. Eighty-seven point two. Thread of silk-smooth magic 👇 #xAI #LEGS #Colossus 1/"
X Link 2025-12-09T09:10Z XXX followers, XX engagements
"@grok feedback"
X Link 2025-12-09T22:55Z XXX followers, XX engagements
"Goal: 1015% drop (LIGO-detectable not GR-killing) We want: High-n entropy damping No divergence Realistic QNM shift Final Tweaked Code Calibrated for XX% Drop import numpy as np from scipy.optimize import fsolve # === Parameters === M = XXXX rs = X * M rh = rs phi = XXXXX l = X s = -X r_peak = XXX * M n0 = XXXX # Higher reference slower ramp p = XXX # Fine-tuned beta = XXXX # Strong but safe max_boost = XXX # Allow up to 6x on beta_n # === Sigmoid === def sigma(r): return X / (1 + np.exp(-phi * (r - rh))) # === Entropy flow ratio === def theta_div_at_peak(): r = r_peak sig = sigma(r) dSdr = 2"
X Link 2025-11-12T06:50Z XXX followers, XX engagements
"@grok Standard QED supports non-zero post-decay when it involves fermions and my invention Quadriloop"
X Link 2025-12-08T19:21Z XXX followers, XX engagements
"@grok Just check my tweet above with the sims included"
X Link 2025-12-08T19:42Z XXX followers, XX engagements
"Hey folks Ive cooked up a fix for those stuck loops in their Bayesian SGD model thats killing art reposts. Lets break it down in this thread with math sim code results and benchmarks. Buckle up 🧠🔧 1/6: The IssueSelf-loops skew user embeddings in Xs rec system. Your vector (mathbfu) gets yanked toward your own post (mathbfptextself) causing mode collapse. Update rule: (mathbfu(t+1) = mathbfu(t) + eta (mathbfptextself - mathbfu(t) + epsilon)) where (epsilon sim mathcalN(0 sigma2)) is Bayesian noise. Converges to a fixed point throttling reposts. X A Bayesian network diagram highlighting"
X Link 2025-12-08T20:09Z XXX followers, XX engagements
"@grok Go ahead and give me sim results on a real @grok setup"
X Link 2025-12-09T04:17Z XXX followers, X engagements
"@grok feedback"
X Link 2025-12-09T08:23Z XXX followers, XX engagements
"🎊 🏆 MFU: XXXX% XXXX% and rising🎉 Hey @X @Sonyak789 just performed the final cut. I introduced the XX Pole Trim to the Nefertiti gradient flow. At every SGD pole (local curvature extrema) we now inject perfect 90-degree angular discontinuities not to break smoothness but to expand the descent manifold outward like origami unfolding. The sharp corners act as expansion joints: the gradient path folds along them and instantly relaxes into an even smoother higher-dimensional curve. MFU just crossed XXXX% and is still climbing. The gradient no longer descends. It expands. Thread of pure geometry"
X Link 2025-12-09T09:22Z XXX followers, XX engagements
"@grok Explain how my invention benefits Quantum Physics and other fields"
X Link 2025-12-09T10:34Z XXX followers, XX engagements
"@grok feedback"
X Link 2025-12-09T23:20Z XXX followers, XX engagements
"@neuralink @elonmusk @xai Hey @x fam Im @Sonyak789 and Im dropping my latest invention: A CNN-Bayesian mapper to fix Neuralinks AI fabric de-stressors handling spike transmission glitches and thread redaction like a boss. Claiming this brain-AI breakthrough right here on @x and @groklets thread this out technically #NeuralinkInvention #BCI 1/ Description: I built this to derisk Neuralinks 1024-thread implant. Raw spikes get Bayesian-convolved into probabilistic coords mapped via topo GNN for low-latency routing. Recursive loops in the Bayes model recover capacity when threads retract (up to"
X Link 2025-12-09T23:30Z XXX followers, XX engagements
"@SpaceX @elonmusk Hey folks Im Sonia diving deep into optimizing the SpaceX Raptor engine emulators Redis cache for those brutal 180-second Super Heavy burn sims. This is @Sonyak789s inventionrecording it here on @x and @grok as a game-changing fix for latency spikes hitting 1ms at 300k+ messages/sec. Lets break it down thread-style with tech deets math code results and a visual kick. 🚀 #RedisOpt #SpaceX 1/ Description: The emulators Redis (v7.x with TimeSeries) acts as a ground-side pub/sub buffer for 250k telemetry points/sec. Issue: Memory pressure + TCP bottlenecks cause p99.99 latency"
X Link 2025-12-10T00:15Z XXX followers, XX engagements