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# ![@ambient_xyz Avatar](https://lunarcrush.com/gi/w:26/cr:twitter::1906813173736321024.png) @ambient_xyz ambient.xyz

ambient.xyz posts on X about ai, crypto, bitcoin, exchanges the most. They currently have XXXXXX followers and XXX posts still getting attention that total XXXXX engagements in the last XX hours.

### Engagements: XXXXX [#](/creator/twitter::1906813173736321024/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1906813173736321024/c:line/m:interactions.svg)

- X Week XXXXXXX +14%
- X Month XXXXXXX +364%
- X Months XXXXXXX +23%

### Mentions: XX [#](/creator/twitter::1906813173736321024/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1906813173736321024/c:line/m:posts_active.svg)

- X Week XXX +2%
- X Month XXX +3,033%
- X Months XXX +8,375%

### Followers: XXXXXX [#](/creator/twitter::1906813173736321024/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1906813173736321024/c:line/m:followers.svg)

- X Week XXXXXX +0.23%
- X Month XXXXXX +6.10%
- X Months XXXXXX +63%

### CreatorRank: XXXXXXX [#](/creator/twitter::1906813173736321024/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1906813173736321024/c:line/m:influencer_rank.svg)

### Social Influence

**Social category influence**
[finance](/list/finance)  XXXXX% [cryptocurrencies](/list/cryptocurrencies)  XXXX% [stocks](/list/stocks)  XXXX% [countries](/list/countries)  XXXX% [technology brands](/list/technology-brands)  XXXX% [exchanges](/list/exchanges)  XXXX% [social networks](/list/social-networks)  XXXX% [travel destinations](/list/travel-destinations)  XXX% [celebrities](/list/celebrities)  XXX%

**Social topic influence**
[ai](/topic/ai) 8.7%, [crypto](/topic/crypto) #6469, [bitcoin](/topic/bitcoin) #4065, [exchanges](/topic/exchanges) #347, [inference](/topic/inference) #164, [strong](/topic/strong) 1.98%, [flow](/topic/flow) 1.19%, [money](/topic/money) 1.19%, [finance](/topic/finance) 1.19%, [decentralized](/topic/decentralized) XXXX%

**Top accounts mentioned or mentioned by**
[@cointelegraph](/creator/undefined) [@cryptorover](/creator/undefined) [@coinbureau](/creator/undefined) [@wublockchain](/creator/undefined) [@reverberator75](/creator/undefined) [@okx](/creator/undefined) [@martiniguyyt](/creator/undefined) [@coinmarketcap](/creator/undefined) [@kobeissiletter](/creator/undefined) [@simplybitcoin](/creator/undefined) [@watcherguru](/creator/undefined) [@cryptosavingexp](/creator/undefined) [@ashcrypto](/creator/undefined) [@htxglobal](/creator/undefined) [@tedpillows](/creator/undefined) [@georgy_crp](/creator/undefined) [@silvermordrad](/creator/undefined) [@red_azure_1990](/creator/undefined) [@bitcoinarchive](/creator/undefined) [@bitcoinnews](/creator/undefined)

**Top assets mentioned**
[Bitcoin (BTC)](/topic/bitcoin) [Bosera HashKey Ether ETF (3009.HK)](/topic/hashkey) [Oraichain (ORAI)](/topic/oraichain) [Cloudflare, Inc. (NET)](/topic/cloudflare) [Ethereum (ETH)](/topic/ethereum) [BITMINE IMMERSION TECH (BMNR)](/topic/bitmine) [Litecoin (LTC)](/topic/litecoin)
### Top Social Posts
Top posts by engagements in the last XX hours

"Take a step out of a manipulated rose-tinted narrative frame That bright future could turn bleak quickly We work to make the bright future authentic glasses or no"  
[X Link](https://x.com/ambient_xyz/status/1997423836950679739)  2025-12-06T21:52Z 17K followers, 2133 engagements


"@tokenterminal @MEVCapital @Morpho Love it Seeing $110M flow into curated vaults shows how capital follows structure and trust Morpho and MEV Capital are building primitives that actually let users capture value not just watch numbers move"  
[X Link](https://x.com/ambient_xyz/status/1990458770204569872)  2025-11-17T16:35Z 17K followers, XXX engagements


"The first time we measured generation cost against validation cost on a large model at Ambient it felt a bit unfair. We took a 2000 token answer re-ran a single token at a random checkpoint and compared the logits as a fingerprint of the models thinking. What happened was unsettling: Generation used XXX percent of the compute. Validation came in at roughly XXXX percent. That gap is the entire business case for verifiable inference. Once you see that you start thinking about other safety critical systems almost everywhere. In aviation the Boeing XXX MAX crashes killed XXX people because a"  
[X Link](https://x.com/ambient_xyz/status/1991194436999770514)  2025-11-19T17:18Z 17K followers, 1176 engagements


"@Cryptic_Web3 @ThePippinCo @pieverse_io @GoKiteAI @numerai @oraichain AI is money"  
[X Link](https://x.com/ambient_xyz/status/1993905465403850827)  2025-11-27T04:51Z 17K followers, XXX engagements


"Optimism isnt verification. Its cope"  
[X Link](https://x.com/ambient_xyz/status/1994101936224915494)  2025-11-27T17:52Z 17K followers, 1964 engagements


"What happens when your only product is hashes and energy gets expensive You shut down. Ask Tether Uruguay. GPU hashpower that runs AI inference produces actual economic output. Different game"  
[X Link](https://x.com/ambient_xyz/status/1994970191500120307)  2025-11-30T03:22Z 17K followers, 2657 engagements


"@cryptorover Sharp analysis Macro volatility like the yen carry trade proves centralized finance is fragile. Ambient is building a foundational verifiable AI economy making your GPU the stable indispensable asset"  
[X Link](https://x.com/ambient_xyz/status/1995760658189529392)  2025-12-02T07:43Z 16.4K followers, XXX engagements


"Imagine you could download a new brain every week. You practically can but where does it come from American stacks tend to assume: the individual first growth at all costs shareholders as the real customer speech as something you moderate only when lawyers panic. Chinese stacks tend to assume: social stability over individual drama the state as a permanent stakeholder data as national infrastructure & not just corporate exhaust. It also goes without saying that wvery model ships with quiet assumptions baked in: What youre allowed to say about the state. How much surveillance is normal. What"  
[X Link](https://x.com/ambient_xyz/status/1996145520356778187)  2025-12-03T09:12Z 17K followers, 1932 engagements


"@Whale_Guru Bitcoin hype is huge but owning and influencing infrastructure matters more. With Ambient you get early access to AI networks that generate real long-term value not just price swings"  
[X Link](https://x.com/ambient_xyz/status/1996166303808418284)  2025-12-03T10:35Z 17K followers, XXX engagements


"@LidoFinance Every node counts toward a stronger more resilient network"  
[X Link](https://x.com/ambient_xyz/status/1996198771999518998)  2025-12-03T12:44Z 17K followers, XXX engagements


"@HTX_Global Green 🟢"  
[X Link](https://x.com/ambient_xyz/status/1996536710780662231)  2025-12-04T11:07Z 17K followers, XXX engagements


"Miners today are treated the same way as if your employer paid you like a casino: you show up all month do the work and at the end they spin a wheel to decide if you get a salary or better luck next month. That is what most miner economics look like once you strip away the branding. In many proof-of-work and proof-of-stake systems rewards feel like a lottery. You burn electricity or lock capital and hope it works out. That is really fun for speculators terrible if you are a serious operator buying GPUs planning cash flow or signing a data-center lease. Ambients design tries to make this feel"  
[X Link](https://x.com/ambient_xyz/status/1996621384970387509)  2025-12-04T16:43Z 16.9K followers, 13.2K engagements


"The AI gold rush is so intense that Samsung literally can't sell RAM to itself"  
[X Link](https://x.com/ambient_xyz/status/1996694662753731029)  2025-12-04T21:34Z 16.9K followers, 1288 engagements


"@SimplyBitcoin Exactly Stronger links mean open resilient networks for users everywhere Could this spark new Bitcoin apps"  
[X Link](https://x.com/ambient_xyz/status/1996856060330782984)  2025-12-05T08:15Z 17K followers, XX engagements


"@WuBlockchain Thats a notable step A $200M IPO in Hong Kong shows growing institutional appetite for crypto-native firms Do you see this attracting mostly local investors or will global capital flow in as well"  
[X Link](https://x.com/ambient_xyz/status/1996888906919563769)  2025-12-05T10:26Z 17K followers, XX engagements


"@WuBlockchain Thats a stark reminder - even decentralized systems rely on centralized infrastructure When Cloudflare hiccups the ripple hits exchanges DeFi and users instantly Do you think this will accelerate projects building fully independent resilient networks"  
[X Link](https://x.com/ambient_xyz/status/1996890283469164606)  2025-12-05T10:31Z 17K followers, XXX engagements


"That vision is staggering AI generating XX% of global knowledge could completely redefine research innovation and how we solve problems Distilled intelligence at that scale is like giving humanity a turbocharged brainDo you think society is ready to handle that much insight hitting all at once"  
[X Link](https://x.com/ambient_xyz/status/1996895348233498919)  2025-12-05T10:52Z 15.1K followers, XXX engagements


"@coinbureau Thats a power move not a panic move Staking 24K ETH after a massive drawdown screams conviction not fear Whales dont chase tops - they accumulate when sentiment is shaky Do you see this as a signal for an incoming ETH rotation or just smart passive yield positioning"  
[X Link](https://x.com/ambient_xyz/status/1996907627343929546)  2025-12-05T11:40Z 15.1K followers, XXX engagements


"If RyanAir said our new autopilot is XX% good you would absolutely not get on the plane until you knew XX% on what tested how and who checked. With LLMs people throw around its good with about that same level of rigour. For language models accuracy just means how often it produced the right answer on a specific test set. Thats step one. You also need calibration: when the model says Im XX% sure is it right X times out of XX or X Bad calibration is how you get systems that sound confident while being dangerously wrong instead of saying I dont know or escalating to a human. Then theres"  
[X Link](https://x.com/ambient_xyz/status/1996994124004970964)  2025-12-05T17:24Z 17K followers, 8797 engagements


"AI sovereignty is the new geopolitical buzzword. But heres the real question: Can someone cut off your AI with a phone call Most sovereignty strategies fail that test"  
[X Link](https://x.com/ambient_xyz/status/1997047812723560866)  2025-12-05T20:57Z 17K followers, 1555 engagements


"The common playbook: Build a national datacenter Rent from friendly clouds Use PoS AI networks All look sovereign on paper. All collapse under pressure"  
[X Link](https://x.com/ambient_xyz/status/1997047814589984918)  2025-12-05T20:57Z 15.1K followers, XXX engagements


"@Cointelegraph Tether pointing out the fragility of centralized infrastructure highlights why decentralized systems matter for crypto reliability A single outage can ripple across multiple apps and exchanges"  
[X Link](https://x.com/ambient_xyz/status/1997134163699552754)  2025-12-06T02:41Z 16.4K followers, XXX engagements


"@BitcoinMagazine Strategy just flexed hard. $1.44B raised in a Bitcoin downcycle shows serious institutional confidence and sends a clear message: FUD wont slow them down"  
[X Link](https://x.com/ambient_xyz/status/1997170116354801809)  2025-12-06T05:03Z 16.9K followers, XX engagements


"@cryptorover Japans financial system is on a knife-edge With the BOJ owning over half of JGBs unwinding without turmoil seems impossible The ripple effects could hit global bond markets carry trades and risk assets long before policymakers can react"  
[X Link](https://x.com/ambient_xyz/status/1997200748107743704)  2025-12-06T07:05Z 17K followers, XX engagements


"@AshCrypto Bitmine keeps accumulating ETH aggressively-another $68.67M added. Shows strong conviction in Ethereum even amid market volatility"  
[X Link](https://x.com/ambient_xyz/status/1997202813521432829)  2025-12-06T07:13Z 17K followers, XXX engagements


"Interesting move Cristiano Ronaldo stepping in as an investor and forming a global partnership with Perplexity AI It shows how high-profile figures are starting to back AI projects But networks like Ambient give everyone- not just billionaires-a real chance to participate and own a piece of the AI economy"  
[X Link](https://x.com/ambient_xyz/status/1997211043215593485)  2025-12-06T07:46Z 17K followers, XX engagements


"@coinbureau A major whale is doubling down These moves show where serious capital is quietly flowing giving clues about which altcoins are gaining traction Which of these do you think will see the next wave of attention"  
[X Link](https://x.com/ambient_xyz/status/1997216645249749281)  2025-12-06T08:08Z 17K followers, XXX engagements


"@WhiteBit Feel the Monday"  
[X Link](https://x.com/ambient_xyz/status/1998023004920672542)  2025-12-08T13:33Z 17K followers, XX engagements


"@Cointelegraph Interesting prediction Market predictions based on Fed rate cuts are volatile"  
[X Link](https://x.com/ambient_xyz/status/1996097842658902305)  2025-12-03T06:03Z 17K followers, XXX engagements


"@Cointelegraph Thats a bold move Turning a huge unrealized loss into staked assets shows conviction and a long-term mindset Whales like this often shape the market without making headlines"  
[X Link](https://x.com/ambient_xyz/status/1996901681943163033)  2025-12-05T11:17Z 17K followers, XXX engagements


"What if your search results just told you to eat rocks and put glue on pizza and the official response was basically: Were working on it.how would you feel That is what Googles AI Overviews really are: a generative model stapled onto the front door of the internet hallucinating summaries that feel confident but are built on whatever text happens to be popular and not whats true. A satirical Onion piece about rock-eating becomes dietary advice. A fringe blog post becomes health guidance because the system is optimising for patterns and not reality. Now layer in the next phase: models trained"  
[X Link](https://x.com/ambient_xyz/status/1997970865770967391)  2025-12-08T10:05Z 17K followers, 1568 engagements


"@cryptorover Big win Clearing that investigation removes the biggest cloud over their U.S. plans Tokenized assets finally getting regulatory daylight is a major unlock for the whole sector"  
[X Link](https://x.com/ambient_xyz/status/1998022657254809751)  2025-12-08T13:31Z 17K followers, XXX engagements


"@WuBlockchain CRA calling out a XX% non-compliance rate is a big signal tax agencies are finally realizing their old playbook doesnt map cleanly onto crypto Once the gaps close the whole space shifts toward clearer rules and tighter reporting"  
[X Link](https://x.com/ambient_xyz/status/1998270295434842234)  2025-12-09T05:55Z 17K followers, XX engagements


"The gates to the agentic economy has opened. Miners. Devs. Seekers of verified intelligence. The Ambient Discord is live"  
[X Link](https://x.com/ambient_xyz/status/1981407268399907073)  2025-10-23T17:08Z 17K followers, 71.2K engagements


"CryptoAI promised to merge two revolutions crypto and AI. It failed spectacularly. Heres why every AI x Crypto project missed the mark and what Ambient is doing differently. 🧵"  
[X Link](https://x.com/ambient_xyz/status/1982069321062101151)  2025-10-25T12:58Z 17K followers, 4365 engagements


"We use the word logits a lot so lets do a proper rundown of what it means (starting far away from AI). In digital forensics we hash files so one short string can prove: this exact file was here at this exact time. Logits are how you get something similar for an AI models behaviour. When you type a prompt the model does two things: i) It chops your text into tiny pieces called tokens (little chunks of words or characters). ii) For each next token it might say it produces a long list of raw scores called logits (just numbers & not yet probabilities). A function called softmax then turns those"  
[X Link](https://x.com/ambient_xyz/status/1992127869213180091)  2025-11-22T07:07Z 17K followers, 4331 engagements


"Logits don't lie"  
[X Link](https://x.com/ambient_xyz/status/1992654383486820711)  2025-11-23T18:00Z 17K followers, 1297 engagements


"Consensus is not who raised their hand (although it is postured that way) but it is more like what still holds when the world leans on it. In crypto we have tried a few ways to get there: a) Proof of Work says: Show me you burned real energy on a puzzle. Hashes are useless by design but hard to fake. b) Proof of Stake says: Show me how many chips you already have on the table. Influence tracks capital but not the effort. c) Proof of Authority says: Trust these named parties. You export the problem to identity and politics. You see how all of them fail to address what is being paid for Proof"  
[X Link](https://x.com/ambient_xyz/status/1993308673620558259)  2025-11-25T13:19Z 17K followers, 2762 engagements


"Everyone talks about decentralization. Almost nobody asks the only question that matters in an agentic economy: What happens when a superpower wants you turned off Thats where PoW and PoS behave radically differently"  
[X Link](https://x.com/ambient_xyz/status/1994439491906359485)  2025-11-28T16:13Z 17K followers, 2206 engagements


"A superpower can attack an inference-mining chain - but it must: Divert GPUs from military/scientific workloads Burn scarce compute every day Do it in a way thats publicly visible PoS allows quiet coercion. PoW forces visible expensive action"  
[X Link](https://x.com/ambient_xyz/status/1994439504124637450)  2025-11-28T16:13Z 17K followers, XXX engagements


"Ambients Proof-of-Logits embraces this asymmetry: Useful work = verified inference Miners = sovereign GPU providers Attacks = costly obvious and globally countered Security is not a vibe. Its a threat model"  
[X Link](https://x.com/ambient_xyz/status/1994439505638724064)  2025-11-28T16:13Z 17K followers, XXX engagements


"ZCash's 1000% pump is PMF: The market demands privacy. Whether it's payments or AI inference privacy is the future. Ambient: Your wallet Your thoughts Your freedom"  
[X Link](https://x.com/ambient_xyz/status/1994920855302979873)  2025-11-30T00:06Z 17K followers, 1803 engagements


"@naval AI is money"  
[X Link](https://x.com/ambient_xyz/status/1994998873199448432)  2025-11-30T05:16Z 17K followers, XXX engagements


"If you noticed your credit rating fluctuate recently for no obvious reason you are not alone. Every few months a bank updates its risk model and suddenly previously good customers see limits cut or mortgage quotes jump. Obviously nothing about you changed but the model did. You are the same person with the same job and the same repayment history. Different model weights different life outcome. That is a governance problem and not a math problem. Training is where this happens for every serious AI model. In plain language training is the meeting where it is decided: - whose data counts - which"  
[X Link](https://x.com/ambient_xyz/status/1995547684183441451)  2025-12-01T17:36Z 17K followers, 16.3K engagements


"@binance Massive news flow The continuous flow of centralized exchange announcements proves the market is evolving but the core asset is utility. Ambient ensures your GPU compute is the foundational value not just token listings"  
[X Link](https://x.com/ambient_xyz/status/1995737842497032665)  2025-12-02T06:12Z 17K followers, XXX engagements


"When your grandmother dies you dont negotiate flight policies but instead grab the first ticket home. That is exactly what Jake Moffatt did last year. In a fog he asked Air Canadas chatbot whether he qualified for bereavement pricing. The bot told him to book immediately and apply for a refund within XX days. That single answer shaped a $1600 decision at one of the worst moments of his life. Except the answer was false. Air Canadas real policy said bereavement rates cannot be applied after booking. When he later requested the refund the bot promised the airline rejected it and when he argued"  
[X Link](https://x.com/ambient_xyz/status/1996233803103400233)  2025-12-03T15:03Z 17K followers, 1881 engagements


"If a decision made by AI can change your mortgage rate it should come with a receipt. Verifiable AI will soon be the difference between oops and losing your house"  
[X Link](https://x.com/ambient_xyz/status/1996930425563050171)  2025-12-05T13:11Z 17K followers, 1593 engagements


"Attacks become loud and expensive: To censor inference an attacker must capture a huge fraction of experts across many providers - or visibly tamper with routing. Quiet coercion becomes impossible"  
[X Link](https://x.com/ambient_xyz/status/1997047827273507168)  2025-12-05T20:58Z 17K followers, XXX engagements


"Ambient builds toward this trajectory: Proof-of-Logits Sharded verifiable inference Incentives that reward globally distributed compute A network that heals when pressured You cant make coercion impossible. But you can make it the worst loudest option"  
[X Link](https://x.com/ambient_xyz/status/1997047829068763550)  2025-12-05T20:58Z 17K followers, XXX engagements


"@CryptoSavingExp Big milestone for the region Regulatory clarity at that level usually opens the door for serious capital and more builders stepping in especially as compute-driven networks rise alongside exchanges"  
[X Link](https://x.com/ambient_xyz/status/1997998056051269769)  2025-12-08T11:53Z 17K followers, XX engagements


"@MartiniGuyYT Solid move-USDC pipes getting deeper always boosts real liquidity This kind of partnership tightens the rails for traders and builders at the same time You think more exchanges line up next"  
[X Link](https://x.com/ambient_xyz/status/1998008119381868875)  2025-12-08T12:33Z 17K followers, XX engagements


"Were officially on GIPHY & Tenor Type Ambient AI in search and drop your favorite GIF below 👇🏻"  
[X Link](https://x.com/ambient_xyz/status/1993576413417337069)  2025-11-26T07:03Z 17K followers, 3666 engagements


"When you look at a consensus you should ask What am I actually paying for Classic Proof of Work has you paying for scarcity and electricity. Bitcoin miners burn energy on useless hashes so that rewriting history is too expensive. At its peak Bitcoin consumed as much electricity as a mid-size country with every solved puzzle being thrown away once a block was sealed. An earned Bitcoin can't be converted back to energy it must be converted to dollars in order to 'do work' in the world. Proof of Stake has you paying for investor belief. You bond coins you vote on blocks you earn yield if you"  
[X Link](https://x.com/ambient_xyz/status/1994314472178208800)  2025-11-28T07:56Z 17K followers, 21.3K engagements


"@krakenfx Amazing news A partnership with Deutsche Brse proves traditional finance is inevitable adopting crypto rails"  
[X Link](https://x.com/ambient_xyz/status/1996555283104231625)  2025-12-04T12:20Z 17K followers, XXX engagements


"@WatcherGuru Dimons right Stablecoins are a natural fit for global payments If institutions start backing them as a preferred method it could reshape how cross-border transactions are done"  
[X Link](https://x.com/ambient_xyz/status/1998021417758253244)  2025-12-08T13:26Z 17K followers, XX engagements


"@WatcherGuru A major move coming from the White House With Trump backing a positive economic shift it could be a big catalyst for markets especially if it aligns with AI and innovation"  
[X Link](https://x.com/ambient_xyz/status/1998024448847610250)  2025-12-08T13:38Z 17K followers, XXX engagements


"@coinbureau Big expectations building when a White House advisor tees up huge economic news markets start leaning forward fast If it ties into innovation or AI investment the impact could be serious"  
[X Link](https://x.com/ambient_xyz/status/1998258408642986109)  2025-12-09T05:08Z 17K followers, XXX engagements


"@MarioNawfal HashKey going public is a strong signal for Hong Kongs crypto ambitions A raise that size could pull serious global attention to regulated Asian exchanges"  
[X Link](https://x.com/ambient_xyz/status/1998260842324988367)  2025-12-09T05:18Z 17K followers, XX engagements


"@MartiniGuyYT HashKey going public is a strong signal for Hong Kongs crypto ambitions A raise that size could pull serious global attention to regulated Asian exchanges"  
[X Link](https://x.com/ambient_xyz/status/1998261481054556307)  2025-12-09T05:20Z 17K followers, XXX engagements


"@Kalshi Higher"  
[X Link](https://x.com/ambient_xyz/status/1998018489580446023)  2025-12-08T13:15Z 17K followers, XXX engagements


"@Cointelegraph A serious mint $X billion worth of USDT adds fresh liquidity to the market Every time Tether prints more it sets the stage for potential moves in both the broader crypto space and specific assets like Tron"  
[X Link](https://x.com/ambient_xyz/status/1998023229475324090)  2025-12-08T13:33Z 17K followers, XXX engagements


"@davidpattersonx Timeline is wild If AI hits AGI by 2027 the pace of change will be unlike anything we've seen Once we hit general capability the real acceleration starts where AI doesnt just assist but replaces entire sectors"  
[X Link](https://x.com/ambient_xyz/status/1998242779357724883)  2025-12-09T04:06Z 17K followers, XXX engagements


"@Cointelegraph Thats a big shift Over 400K BTC pulled off exchanges is real conviction Shrinking supply like that sets the stage for stronger moves when demand kicks in"  
[X Link](https://x.com/ambient_xyz/status/1998244754845540665)  2025-12-09T04:14Z 17K followers, XX engagements


"@cryptorover Markets will be watching to see how policy lines up behind it If innovation and AI investment ramp alongside it the setup could be huge"  
[X Link](https://x.com/ambient_xyz/status/1998252503897714700)  2025-12-09T04:44Z 17K followers, XXX engagements


"Have you ever tried getting the exact same answer with the exact same prompt using ChatGPT Sometimes it matches sometimes is somewhat matches but most of the time it is a completely different answer. Now imagine that same twitchy behaviour deciding your tax bill your medical insurance appeal or whether your son cheated on an exam. Most people assume computers are like calculators: type the numbers in get the same result forever. Large models are closer to rolling very fast very pretty dice. Tiny details change the path: which GPU finished first which library version is installed how the"  
[X Link](https://x.com/ambient_xyz/status/1998373397257175433)  2025-12-09T12:45Z 17K followers, XXX engagements


"@litecoin Gm litecoin"  
[X Link](https://x.com/ambient_xyz/status/1998396239700996177)  2025-12-09T14:16Z 17K followers, XX engagements


"@cz_binance Exactly Financial literacy is just as essential as any core subject Introducing kids to crypto and smart money habits early sets them up for real-world success"  
[X Link](https://x.com/ambient_xyz/status/1996889147102187998)  2025-12-05T10:27Z 17K followers, 1154 engagements


"Imagine if every time you opened Netflix it had to re-download the entire library before playing a XX minute episode. You would literally stop watching. Ironically that is how a lot of AI infrastructure quietly behaves today. Under the hood big models are just giant matrices of numbers (weights) that have to live in GPU memory (VRAM) to answer your question. So a cold start is when those weights are sitting on disk not in VRAM. The system has to stream tens or hundreds of gigabytes over the network and PCIe bus before it can produce even the first token. That nothing is happening pause you"  
[X Link](https://x.com/ambient_xyz/status/1997221224837996639)  2025-12-06T08:27Z 17K followers, 1880 engagements


"GM to you. As the agentic economy dawns Ambient is here to serve. Let's ride a parabola upward together"  
[X Link](https://x.com/ambient_xyz/status/1997909007122534638)  2025-12-08T06:00Z 17K followers, 1303 engagements


"@BitcoinMagazine Agree Japan stepping in here is a strong signal Feels like capital markets are slowly rewriting themselves around decentralized compute with Bitcoin clearing the path for the next wave of AI-driven networks"  
[X Link](https://x.com/ambient_xyz/status/1997979459425882474)  2025-12-08T10:39Z 17K followers, XXX engagements


"Bitcoin burns electricity to prove miners showed up. AI clusters burn electricity to actually do useful work. The obvious next step is a system where securing the network and running real workloads are the same job"  
[X Link](https://x.com/ambient_xyz/status/1998021611757392139)  2025-12-08T13:27Z 17K followers, 1531 engagements


"This is my morning. GPUs humming. Profit flowing. Time measured in results. GM"  
[X Link](https://x.com/ambient_xyz/status/1998271397811159224)  2025-12-09T06:00Z 17K followers, 1585 engagements


"@AshCrypto Clean pattern every time RSI hits that zone the setup flips bullish on the other side If history rhymes again 2026 could be a monster year"  
[X Link](https://x.com/ambient_xyz/status/1998273747036610668)  2025-12-09T06:09Z 17K followers, XXX engagements


"@WesRothMoney Nice upgrade Claude living inside Slack makes workflows a lot smoother Context-aware research and prep right in the chat window is a real productivity boost"  
[X Link](https://x.com/ambient_xyz/status/1998401202397294821)  2025-12-09T14:35Z 17K followers, XX engagements


"@TedPillows BTC holding above 90K while equities wobble is a strong look When volatility ticks up and Bitcoin stays steady it usually means the next move is building underneath"  
[X Link](https://x.com/ambient_xyz/status/1998401563921096784)  2025-12-09T14:37Z 17K followers, XX engagements


"@WatcherGuru Huge move A $410B bank letting clients buy BTC directly is a real shift in U.S. finance Once banks start offering Bitcoin natively it stops being alternative and becomes standard infrastructure"  
[X Link](https://x.com/ambient_xyz/status/1998403240116081024)  2025-12-09T14:43Z 17K followers, XX engagements