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# ![@Lauren_Rog Avatar](https://lunarcrush.com/gi/w:26/cr:twitter::260356797.png) @Lauren_Rog Laurent Rog

Laurent Rog posts on X about inference, core, protocol, bittensor 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::260356797/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::260356797/c:line/m:interactions.svg)

- X Week XXX +425%
- X Month XXX +2,157%

### Mentions: XX [#](/creator/twitter::260356797/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::260356797/c:line/m:posts_active.svg)

- X Week XX +5.60%
- X Month XX +800%

### Followers: XXX [#](/creator/twitter::260356797/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::260356797/c:line/m:followers.svg)

- X Week XXX +4%
- X Month XXX +7.10%
- X Year XXX -XX%

### CreatorRank: XXXXXXXXX [#](/creator/twitter::260356797/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::260356797/c:line/m:influencer_rank.svg)

### Social Influence

**Social category influence**
[finance](/list/finance)  XX% [cryptocurrencies](/list/cryptocurrencies)  XX%

**Social topic influence**
[inference](/topic/inference) #239, [core](/topic/core) 6.67%, [protocol](/topic/protocol) 6.67%, [bittensor](/topic/bittensor) #457, [inflation](/topic/inflation) #1757, [flow](/topic/flow) 6.67%, [0g](/topic/0g) #37, [insurance](/topic/insurance) 3.33%, [tokenization](/topic/tokenization) 3.33%, [mantleofficial](/topic/mantleofficial) XXXX%

**Top accounts mentioned or mentioned by**
[@base](/creator/undefined) [@032felix](/creator/undefined) [@kevalgala03](/creator/undefined) [@inferencelabs](/creator/undefined) [@diadataorg](/creator/undefined) [@cryptorover](/creator/undefined) [@smoothasfkk](/creator/undefined) [@gensynai](/creator/undefined) [@jancrypto1](/creator/undefined) [@0xsoulprotocol](/creator/undefined) [@igralabs](/creator/undefined) [@infinitlabs](/creator/undefined) [@concretexyz](/creator/undefined) [@gizatechxyz](/creator/undefined) [@alinax012](/creator/undefined) [@coindcx](/creator/undefined) [@coindcxassets](/creator/undefined) [@coindcxcares](/creator/undefined) [@cryptocom](/creator/undefined) [@cryptooindia](/creator/undefined)

**Top assets mentioned**
[Bittensor (TAO)](/topic/bittensor)
### Top Social Posts
Top posts by engagements in the last XX hours

"@DIAdata_org Bridged asset risks still highlight the need for multi-layer audits. Insurance adoption remains the biggest gap ZK-bridges could accelerate institutional inflows"  
[X Link](https://x.com/Lauren_Rog/status/1996396038563959230)  2025-12-04T01:48Z XXX followers, XX engagements


"2/12 Core Architecture DSperse: distributes inference jobs JSTprove: converts ONNX models to zk-compatible proofs Proof Publishing: Arweave + Turbo SDK Economic overlay: Staked Deferred Proofs (SDP) #ProofOfInference"  
[X Link](https://x.com/Lauren_Rog/status/1998704630293782897)  2025-12-10T10:41Z XXX followers, XX engagements


"@_DarkvoidX @Mantle_Official @MantleIntern_ mantle's taas framework democratizes tokenization by abstracting compliance layers enabling fractional access to illiquid assets while preserving jurisdictional integrity"  
[X Link](https://x.com/Lauren_Rog/status/1999406468555014151)  2025-12-12T09:10Z XXX followers, X engagements


"8/12 Metrics & Economic Data TVL for Subnet 2: Missing Proofs/month: cumulative 283M by Aug 2025; 10M+ per month unverified Node economics: min 8c/32GB/400Mbps rec 8c/64GB/1Gbps/400GB SSD; CAPEX/OPEX not detailed"  
[X Link](https://x.com/Lauren_Rog/status/1998704650812367268)  2025-12-10T10:41Z XXX followers, XX engagements


"@kevalgala03 @base @zerufinance @buildonbase @BaseHubHB @jconnorholliman base's layered approach to reputation primitives gently aligns user signals with protocol needs where zeru and ethy agents create a quiet foundation for trust-based flows. this eases the path from isolated apps to interconnected experiences"  
[X Link](https://x.com/Lauren_Rog/status/1998365232360731057)  2025-12-09T12:12Z XXX followers, XX engagements


"1/12 Overview Inference Labs @inference_labs AI/Web3 startup. Focus: cryptographically verifiable inference (Proof of Inference zkML). Products: JSTprove DSperse TruthTensor. Live on Bittensor Subnet X. Pre-seed $6.3M by June 2025. #DeAI #zkML"  
[X Link](https://x.com/Lauren_Rog/status/1998704626552504456)  2025-12-10T10:41Z XXX followers, XX engagements


"@OwsTherm @inference_labs proof of inference establishes a baseline for cross-chain atomicity allowing agents to coordinate without reverting to centralized oracles"  
[X Link](https://x.com/Lauren_Rog/status/1999334265495126317)  2025-12-12T04:23Z XXX followers, X engagements


"3/12 Superseed The main distribution instrument. Regular token inflow reallocation across ecosystem teams and participants. It creates internal friction between groups but the model cannot operate without it"  
[X Link](https://x.com/Lauren_Rog/status/1999464146753191949)  2025-12-12T12:59Z XXX followers, X engagements


"4/12 Market Pressure Emission is high unlocks heavy. Key signal: Structure Capital entered early had data but couldnt withstand emission pressure and exited at a loss. Even early VCs struggle under 0Gs tokenomics. #DAlayer"  
[X Link](https://x.com/Lauren_Rog/status/1999464151350149292)  2025-12-12T12:59Z XXX followers, X engagements


"9/12 Risk Model R1 **Unmanageable inflation.** Price will face continuous pressure: investors unlocks stakers Superseed flow. No market maker can offset a stream of this depth"  
[X Link](https://x.com/Lauren_Rog/status/1999464169884783064)  2025-12-12T12:59Z XXX followers, X engagements


"10/12 Risk Model R2R5 R2: Superseed flow tokens inevitably leak into the market R3: VCs taking losses trust erosion R4: Internal friction between teams R5: Post-TGE price primarily driven by emission velocity not by marketing"  
[X Link](https://x.com/Lauren_Rog/status/1999464174108483625)  2025-12-12T12:59Z XXX followers, XX engagements


"12/12 0G Reality Summary Technically strong architecture. Economically a rigid inflationary non-adjustable model. The protocol only works under high emission. Investors and funds will remain under pressure. This is not a bug its the design. #0G #Tokenomics"  
[X Link](https://x.com/Lauren_Rog/status/1999464181150679451)  2025-12-12T12:59Z XXX followers, XX engagements


"11/12 Competitive Positioning Direct competitors: Bittensor Render Network Exo Labs/NousResearch USP: verifiable inference proofs + Arweave integration + DSperse scalability External benchmarking absent claims not independently verified #Bittensor"  
[X Link](https://x.com/Lauren_Rog/status/1998704660945711336)  2025-12-10T10:41Z XXX followers, XX engagements


"1/12 Overview 0G is an AI/Data Availability network with structurally embedded inflation. All core mechanisms (staking miners grants security) depend on monthly emissions. This model cannot be tuned without breaking the protocol. @0G_labs"  
[X Link](https://x.com/Lauren_Rog/status/1999464138045817265)  2025-12-12T12:59Z XXX followers, XX engagements


"11/12 Structural Implication 0G bets on: ecosystem expansion network usage real utility But the market will structurally oppose them due to the reward model constant sell pressure"  
[X Link](https://x.com/Lauren_Rog/status/1999464177392632027)  2025-12-12T12:59Z XXX followers, XX engagements


"@ChidobemCrypto1 @MandalaChain policy-aligned integrations with brin and ibs position mandala as a compliance-ready base for tokenized identity in emerging markets"  
[X Link](https://x.com/Lauren_Rog/status/1999466695388467364)  2025-12-12T13:09Z XXX followers, X engagements


"8/12 Misconceptions Team is responsible for VC losses no terms were known upfront Tokenomics can be revised it cannot Superseed is the root problem its a systemic mechanism We just need more funds secondary"  
[X Link](https://x.com/Lauren_Rog/status/1999464166260900203)  2025-12-12T12:59Z XXX followers, X engagements


"@0xJeff defai vaults pulling in cex backends feels like the quiet merger we've waited for where ai starts handling the grunt work without fanfare"  
[X Link](https://x.com/Lauren_Rog/status/1999499688513298625)  2025-12-12T15:20Z XXX followers, X 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.]

@Lauren_Rog Avatar @Lauren_Rog Laurent Rog

Laurent Rog posts on X about inference, core, protocol, bittensor the most. They currently have XXX followers and XX posts still getting attention that total XXX engagements in the last XX hours.

Engagements: XXX #

Engagements Line Chart

  • X Week XXX +425%
  • X Month XXX +2,157%

Mentions: XX #

Mentions Line Chart

  • X Week XX +5.60%
  • X Month XX +800%

Followers: XXX #

Followers Line Chart

  • X Week XXX +4%
  • X Month XXX +7.10%
  • X Year XXX -XX%

CreatorRank: XXXXXXXXX #

CreatorRank Line Chart

Social Influence

Social category influence finance XX% cryptocurrencies XX%

Social topic influence inference #239, core 6.67%, protocol 6.67%, bittensor #457, inflation #1757, flow 6.67%, 0g #37, insurance 3.33%, tokenization 3.33%, mantleofficial XXXX%

Top accounts mentioned or mentioned by @base @032felix @kevalgala03 @inferencelabs @diadataorg @cryptorover @smoothasfkk @gensynai @jancrypto1 @0xsoulprotocol @igralabs @infinitlabs @concretexyz @gizatechxyz @alinax012 @coindcx @coindcxassets @coindcxcares @cryptocom @cryptooindia

Top assets mentioned Bittensor (TAO)

Top Social Posts

Top posts by engagements in the last XX hours

"@DIAdata_org Bridged asset risks still highlight the need for multi-layer audits. Insurance adoption remains the biggest gap ZK-bridges could accelerate institutional inflows"
X Link 2025-12-04T01:48Z XXX followers, XX engagements

"2/12 Core Architecture DSperse: distributes inference jobs JSTprove: converts ONNX models to zk-compatible proofs Proof Publishing: Arweave + Turbo SDK Economic overlay: Staked Deferred Proofs (SDP) #ProofOfInference"
X Link 2025-12-10T10:41Z XXX followers, XX engagements

"@DarkvoidX @Mantle_Official @MantleIntern mantle's taas framework democratizes tokenization by abstracting compliance layers enabling fractional access to illiquid assets while preserving jurisdictional integrity"
X Link 2025-12-12T09:10Z XXX followers, X engagements

"8/12 Metrics & Economic Data TVL for Subnet 2: Missing Proofs/month: cumulative 283M by Aug 2025; 10M+ per month unverified Node economics: min 8c/32GB/400Mbps rec 8c/64GB/1Gbps/400GB SSD; CAPEX/OPEX not detailed"
X Link 2025-12-10T10:41Z XXX followers, XX engagements

"@kevalgala03 @base @zerufinance @buildonbase @BaseHubHB @jconnorholliman base's layered approach to reputation primitives gently aligns user signals with protocol needs where zeru and ethy agents create a quiet foundation for trust-based flows. this eases the path from isolated apps to interconnected experiences"
X Link 2025-12-09T12:12Z XXX followers, XX engagements

"1/12 Overview Inference Labs @inference_labs AI/Web3 startup. Focus: cryptographically verifiable inference (Proof of Inference zkML). Products: JSTprove DSperse TruthTensor. Live on Bittensor Subnet X. Pre-seed $6.3M by June 2025. #DeAI #zkML"
X Link 2025-12-10T10:41Z XXX followers, XX engagements

"@OwsTherm @inference_labs proof of inference establishes a baseline for cross-chain atomicity allowing agents to coordinate without reverting to centralized oracles"
X Link 2025-12-12T04:23Z XXX followers, X engagements

"3/12 Superseed The main distribution instrument. Regular token inflow reallocation across ecosystem teams and participants. It creates internal friction between groups but the model cannot operate without it"
X Link 2025-12-12T12:59Z XXX followers, X engagements

"4/12 Market Pressure Emission is high unlocks heavy. Key signal: Structure Capital entered early had data but couldnt withstand emission pressure and exited at a loss. Even early VCs struggle under 0Gs tokenomics. #DAlayer"
X Link 2025-12-12T12:59Z XXX followers, X engagements

"9/12 Risk Model R1 Unmanageable inflation. Price will face continuous pressure: investors unlocks stakers Superseed flow. No market maker can offset a stream of this depth"
X Link 2025-12-12T12:59Z XXX followers, X engagements

"10/12 Risk Model R2R5 R2: Superseed flow tokens inevitably leak into the market R3: VCs taking losses trust erosion R4: Internal friction between teams R5: Post-TGE price primarily driven by emission velocity not by marketing"
X Link 2025-12-12T12:59Z XXX followers, XX engagements

"12/12 0G Reality Summary Technically strong architecture. Economically a rigid inflationary non-adjustable model. The protocol only works under high emission. Investors and funds will remain under pressure. This is not a bug its the design. #0G #Tokenomics"
X Link 2025-12-12T12:59Z XXX followers, XX engagements

"11/12 Competitive Positioning Direct competitors: Bittensor Render Network Exo Labs/NousResearch USP: verifiable inference proofs + Arweave integration + DSperse scalability External benchmarking absent claims not independently verified #Bittensor"
X Link 2025-12-10T10:41Z XXX followers, XX engagements

"1/12 Overview 0G is an AI/Data Availability network with structurally embedded inflation. All core mechanisms (staking miners grants security) depend on monthly emissions. This model cannot be tuned without breaking the protocol. @0G_labs"
X Link 2025-12-12T12:59Z XXX followers, XX engagements

"11/12 Structural Implication 0G bets on: ecosystem expansion network usage real utility But the market will structurally oppose them due to the reward model constant sell pressure"
X Link 2025-12-12T12:59Z XXX followers, XX engagements

"@ChidobemCrypto1 @MandalaChain policy-aligned integrations with brin and ibs position mandala as a compliance-ready base for tokenized identity in emerging markets"
X Link 2025-12-12T13:09Z XXX followers, X engagements

"8/12 Misconceptions Team is responsible for VC losses no terms were known upfront Tokenomics can be revised it cannot Superseed is the root problem its a systemic mechanism We just need more funds secondary"
X Link 2025-12-12T12:59Z XXX followers, X engagements

"@0xJeff defai vaults pulling in cex backends feels like the quiet merger we've waited for where ai starts handling the grunt work without fanfare"
X Link 2025-12-12T15:20Z XXX followers, X engagements

@Lauren_Rog
/creator/twitter::Lauren_Rog