$VVV FUD that collapses under minimal scrutiny. Let's dismantle it piece by piece.
1. "Big Tech can just ship privacy as a checkbox tomorrow"
Load-bearing claim, and it's historically illiterate.
And it begs the most obvious question in the entire debate: if it's so easy, why haven't they?
These are companies that ship multi-billion-dollar features on quarterly cadences. Google rebuilt Search around AI Overviews in 18 months. Meta pivoted an entire company to the metaverse, then pivoted again to AI, in under three years. Microsoft jammed Copilot into every product line — Windows, Office, GitHub, Edge, Teams — inside of 24 months. These organizations move fast when they want to.
Yet on real privacy — the one feature users have been screaming for since forever — nothing. A decade of opportunity, trillions in combined R&D budget, infinite engineering talent, and the result is zero credible private-mode product from any of them. Not because they forgot. Because they can't. The "low-lift product decision" framing is the tell — anyone who's actually built inside one of these companies knows that shipping real privacy means dismantling the revenue model that pays for everything else.
Big Tech's business model is the surveillance. Suggesting Google, Meta, or Microsoft will "just add privacy" is like suggesting Philip Morris will just add a "no nicotine" checkbox. Their revenue, their ad targeting, their Reinforcement Learning from Human Feedback (RLHF) pipelines, their model improvement loops, their enterprise upsell motions — all of it depends on data retention and telemetry. Pretending they'll bolt on a "private mode" reflects a fundamental misunderstanding — possibly a willful one — of how these models actually get better with each iteration. The training data is the product. You cannot turn that off without turning the company off.
Maybe in 20 or 30 years — once the foundation model arms race has cooled, the winners have been crowned, and marginal training data stops moving the needle — one of these incumbents ships a faux-privacy tier as a brand-rehab exercise. Fine. But suggesting they'll do it right now, in the middle of the Model Wars, when every token of user data is a competitive weapon and every six weeks decides who leads the leaderboard? That's not a product decision. That's corporate suicide. No CEO survives the board meeting where they propose voluntarily blinding their own training pipeline while OpenAI, Anthropic, xAI, and DeepSeek are still trading punches.
And by the time they do bolt it on — privacy in name only, sanded down for compliance and PR — the market will have already crowned its privacy leader. The private AI category is being decided right now, and Venice is the one already shipping the product, already operating the infrastructure, already running the token economy underneath it. A 2045 "Google Private Mode" launching into a market Venice has owned for two decades isn't a threat.
The training data is the product. You cannot turn that off without turning the company off.
Hard stop.
But fine — let's entertain the fantasy. Pretend the cockamamy "privacy checkbox" scenario actually ships. Why on earth would anyone trust it?
Trusting Big Tech with a "private mode" is like trusting Equifax to safeguard your Social Security number — right after they leaked 147 million of them, paid a fine smaller than a single quarter's revenue, kept the same executives in place, and then pivoted to selling you identity protection as a monthly subscription. Their business model only works if your privacy doesn't.
The receipts:
Google paid $5 billion in 2024 to settle a class action proving that Chrome's Incognito Mode — a literal privacy checkbox — still tracked users across the web the entire time. They shipped the exact product the original argument claims is a "low-lift decision." It was a lie. A court said so. Separately: 20+ years of ad-targeting infrastructure, four delays on third-party cookie deprecation, a full reversal in 2024, and "Privacy Sandbox" as theater designed to keep Google in control of targeting while pretending to retreat from it.
Meta was fined €1.2 billion by the EU in 2023 for illegal data transfers, paid $725 million to settle Cambridge Analytica, ran the Onavo VPN as a surveillance tool to spy on competitor apps, and quietly injected JavaScript into Instagram's in-app browser to log every keystroke on third-party sites. Zuckerberg's 2019 "privacy-focused vision"? Six years later, vaporware.
Microsoft shipped Recall in 2024 — an AI feature that silently screenshotted everything on your screen every few seconds and stored it locally in a plaintext, unencrypted database. After researchers demonstrated trivial exfiltration, Microsoft walked it back, "fixed" it, and re-released it anyway in 2025. This is the same company being asked to credibly ship private AI.
OpenAI retains conversations for 30 days minimum and indefinitely under the NYT lawsuit court order they fought and lost. Free-tier inputs train the model by default. Sam Altman went on Bari Weiss's podcast in 2025 and openly admitted ChatGPT conversations have no legal privilege and can be subpoenaed at will.
Anthropic — the self-styled "safety" company — quietly flipped their 2025 terms so user conversations train Claude by default, with a 5-year retention window.
Snowden / PRISM is the original receipt. Google, Microsoft, Apple, Yahoo, and Facebook all directly fed user data to the NSA under a program they publicly denied existed — until the documents leaked. Then they updated their terms and kept going.
"Trust is earned, respect is given, and loyalty is demonstrated. Betrayal of any one of those is to lose all three."
Big Tech has betrayed all three. Repeatedly. Publicly. Under oath. The trust was never earned in the first place — it was defaulted to because users had no alternative. The respect was performative, scripted by PR teams between scandals. The loyalty was extracted through lock-in, not given freely. And every receipt above is a documented betrayal of the bargain users thought they were striking.
A fantasy privacy checkbox shipped by Big Tech in 2026 isn't a turning point. It's the same actors offering the same promise after a multi-decade track record of breaking it. The asymmetry is brutal: Venice has to earn trust once; Big Tech has to rebuild it after generational, repeated, settled-in-court betrayal. One of those tasks is hard. The other is impossible.
The notion that any of these firms will voluntarily kneecap their data moat with a checkbox misunderstands what they sell. Privacy isn't a feature for them — it's an existential threat to their core economics.
It is precisely because shipping real privacy is a "low-lift product decision" that they haven't done it. They had a decade. They didn't. Because they can't — not in any form that actually means anything.
Moving on. The critique also conveniently ignores that privacy is only one leg of Venice's stool.
2. The argument completely ignores aggregation
Venice is not "private ChatGPT." It's a model-agnostic aggregation layer. No Big Tech provider will ever serve you their competitors' models:
OpenAI will never serve you Claude.
Anthropic will never serve you Gemini.
Google will never serve you Llama, Qwen, or DeepSeek.
The "chase the newest greatest model" problem is real and recurring. Every six weeks a new SOTA model drops from a different lab — and the leaderboard has flipped hands at least a dozen times in the last 24 months. Venice solves this by being neutral infrastructure. Big Tech is structurally incapable of solving it because they're competing labs with mutually exclusive economic incentives. This is a moat that cannot be "checkboxed" away no matter how many product managers Sundar throws at it.
3. The argument completely ignores uncensored models
Big Tech will never offer uncensored models. Not "probably won't" — cannot.
Brand risk: a single screenshot of Gemini producing #NSFW or politically spicy output becomes a Congressional hearing within 48 hours. We've already seen this play out — remember Gemini's image generator getting yanked offline in February 2024 after the "ethnically diverse Nazis" debacle? That was just a style misfire. Imagine the explicit content reaction.
Advertiser risk: their entire revenue stack depends on brand-safe environments. Disney is not running display next to NSFW Gemini outputs.
Internal culture: "trust & safety" teams at these companies have veto power and an institutional immune response. They aren't going anywhere.
Venice serves a market that Big Tech has explicitly abandoned: adult creators, fiction writers, security researchers, harm reduction workers, journalists, lawyers handling sensitive case work, anyone touching politically inconvenient topics. That's tens of millions of users currently routing through jailbreaks, sketchy wrappers, or just doing without. Venice is the only credible, well-capitalized, professionally operated provider in that lane.
4. The argument ignores tokenized inference and first-mover dynamics
$VVV / $DIEM is the first serious attempt to tokenize inference capacity as a tradable, stakeable asset. Each staked DIEM confers a perpetual $1/day on the API. This creates:
A prepaid compute market with secondary liquidity.
Aligned incentives between token holders, infrastructure operators, and end users.
An on-chain settlement layer that no Big Tech provider can replicate without blowing up its billing stack and inviting SEC scrutiny.
Big Tech is not tokenizing inference. Their CFOs would resign. Their general counsels would have aneurysms. Their boards would never approve it. This is a structurally permanent advantage and a category Venice currently owns outright. First-mover advantage in tokenized inference is not a vibe — it's a network effect that compounds with every DIEM minted and every API call settled on-chain.
5. The "$740M market cap is priced for growth" framing is lazy
$740M is rounding error in AI infrastructure valuations:
Perplexity raised at $14B with no moat and worse unit economics.
Anthropic sits at $ 300B+.
CoreWeave IPO'd at $ 35B+ renting out GPUs.
OpenAI's secondary tender pegged the company at $ 500B.
xAI raised at $200B with a fraction of Venice's product surface area.
If Venice captures even 0.5% of the combined privacy-conscious + uncensored + aggregation + tokenized-inference market over the next 24 months, $740M looks like a generational entry. The bear case requires Big Tech to fundamentally change what they are. The bull case only requires Big Tech to keep being what they've been for the last 20 years.
One of those scenarios has historical precedent. The other has none.
Bottom line
The original argument is a single-variable thesis — "Big Tech ships privacy checkbox" — built on a counterfactual that has never happened, against every economic incentive these companies have, while ignoring three other independent moats (aggregation, uncensored, tokenization), any one of which would justify the current valuation on its own.
It's not a risk analysis. It's wishcasting dressed up as skepticism.
Venice($VVV)'s Ecosystem Map
1) Is the third AI boom coming to crypto?
2) Recently, the rise of $VVV has been anything but ordinary.
3) Undervalued $POD surged 10x after its connection with Venice emerged, leading the market to reprice its value.
4) Let’s take a look at the @AskVenice Ecosystem.
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Official Token
1️⃣ Venice AI $VVV (@AskVenice)
- @AskVenice's official token
- The team's steady buyback & burn
0xacfE6019Ed1A7Dc6f7B508C02d1b04ec88cC21bf
2️⃣ Diem $DIEM (@AskVenice)
- @AskVenice's official token for subscription
- 1 $DIEM = 1 token on @AskVenice's AI model
- Founder Jesse Proudman(@jesseproudman)’s 12 years of work experience at Blue Box, followed by an additional 2 years at @IBM after the company was acquired by IBM
0xF4d97F2da56e8c3098f3a8D538DB630A2606a024
Official Partnership
1️⃣ Strike Robot $SR (@StrikeRobot_ai)
- Agent of @virtuals_io
- Private-first Robotics Project on @base
0x10c56f005a379f8eafc88ff5c3f40d30f0031ac9
2️⃣ Dolphin $POD (@dphnAI)
- Partnership with @AskVenice in the AI Model 'Dolphin Mistral 24B Venice Edition'
- Dolphin Mistral 24B Venice Edition : uncensored LLM
- Co-Founder Eric Hartford(@QuixiAI)’s career history includes joining @Microsoft three times, working at @eBay for 2 years, and working at @intel for 1 year.
0xed664536023d8e4b1640c394777d34abaff1df8f
3️⃣ Warden Protocol $WARD (@wardenprotocol)
- Partnership with @AskVenice in the AI Agent Infra
- Founders Josh Goodbody(@JoshGoodbody), Luis Vaello Garcia and David Pinger’s career history at @Binance
0x6dc200b21894af4660b549b678ea8df22bf7cfac
4️⃣ Morpheus $MOR (@MorpheusAIs)
- At the time of its launch, @AskVenice was built atop the Morpheus Network
0x092bAaDB7DEf4C3981454dD9c0A0D7FF07bCFc86
5️⃣ Bonfires *$KNOW (@bonfiresai)
- Partnership with @AskVenice in the AI inference infra sector
- TGE : 2026 2Q
6️⃣ Hyperbolic (@hyperbolic_labs)
- Partnership with @AskVenice in the GPU sector
7️⃣ OpenRouter (@OpenRouter)
- Partnership with @AskVenice in the AI Model
- Founder Alex Atallah(@alexatallah), @opensea Co-Founder
- COO Chris Clark’s career history includes working at OpenAI for 10 years and 3 months
8️⃣ Fleek (@fleek)
- Partnership with @AskVenice in the privacy-first AI inference
Possibility of partnership
1️⃣ AntSeed *$ANTS (@AntSeedAI)
- VV Beta playbook
- @ErikVoorhees follows their @X
- @AskVenice supports their AI Model?
0xa87EE81b2C0Bc659307ca2D9ffdC38514DD85263
2️⃣ Hermes OS $HermesOS (@HermesOScloud)
- @AskVenice supports their AI Model?
- @ErikVoorhees showing interest in the company's model
- AI agent hosting infra that deploys Hermes Agent within 5 minutes
0x95ccfd2b81a9667b0cc979992632f98fc853eba3
3️⃣ Cyb3rwr3n $Cyb3rwr3n (@cyb3rwr3n)
- $VVV beta playbook
- TGE from community on @bankrbot
- @AskVenice's dev(just rumor) claims bankr fee
- @AskVenice's core members follows their @X
- Official @AskVenice Discord Server → Channel 'markets' → thread 'Cyb3rWr3n'
0x26e6e2e7a9289b6485c53cd498de510d3a8c8ba3
Competitors
1️⃣ Flock $FLOCK (@flock_io)
0x5aB3D4c385B400F3aBB49e80DE2fAF6a88A7B691
2️⃣ OpenGradient $OPG (@opengradient)
- Co-Founder Adam Balogh(@kukac24)’s 6 years of work experience at @PalantirTech
0xfbc2051ae2265686a469421b2c5a2d5462fbf5eb
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🚫 Disclaimer
*This information is not financial advice, and you are always responsible for the investment.
**The above information can be changed to reference materials, and the provided information and actual information may be different, so please check the fact yourself.
Am astonished that https://t.co/lW6tHNvr1b continues to go virtually unnoticed among even the “AI-savvy” masses. This could unfold to become a parabolic asymmetric bet like none other. Watch and wait.
Definitely lands for me based on my own observations. The likelihood of greater awareness in this realm within the masses seems rather unlikely. “Packed like lemmings into shiny metal boxes, contestants in a suicidal race” Synchronicity II, The Police
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If you're in your 20s and haven't "made it" yet, listen up.
Things are about to get really hard.
This might be the most important post you read this year.
(coming from someone who "made it" unconventionally in their mid-20s):
- The #1 skill to possess in 2026 and beyond is being high agency. Information is no longer a moat (you can now prompt AI and find out anything at any time). Your biggest moat is your mental agility and speed. How fast can you spot an opportunity, act, fail, learn, get up, and repeat again? This is how I define high agency (essentially acting instead of waiting).
- Stay curious. Read, explore, go down new rabbit holes, try new products, speak to new people. The last point is critical because society has become too isolationist. People WANT to work with other good people. So many good ideas come from collaborating, thinking, and brainstorming. Don't rob yourself of that.
- Avoid bullsh*t at all costs. Things I define as bullsh*t: Video games, social media (unless you're researching/posting for a reason), junk food, chasing women, basically anything that isn't essential to your mission. Yeah, there's a time for fun - but I've found it's better to operate in absolutes than in the middle (i.e., either lock the f*ck in for 3 months, then do a week of full switch-off - don't mix the two)
- Prioritise health. Diet/exercise/sleep are the 90% variables here. And of that 90%, sleep is half of it. If you're going to optimise one single thing in life, it's sleep. I've found the work sorts itself out if you're firing on all cylinders mentally.
- Prioritise real work. Identify the top 3 needle-movers the night before, and attack those tasks upon waking. Nothing else matters until they're done. The work needs doing. No one else will do it for you. How many days can you stack in a row of doing this? Momentum snowballs. Make being a hard worker your identity, not a fad. I work 14-hour days every day, 7 days a week. I burn out occasionally, then I pick myself up and do it again. The world is changing fast; you can't afford to be slow.
- Simplify your life to "anchor" habits. You only need a few high-impact habits to compound into huge results. 2 examples: 1. Bedtime alarm (you'll sleep better > feel better > get more work done). 2. Identify your main 3 priorities done each day (this way, even if you slack for the rest of the day, you've moved the needle)
- Arbitrage. The second you can afford it, get an EA. They're cheap (global arbitrage). The second you can get a 2nd employee, do it. And keep going. Invest in more staff and not on watches/designer/lifestyle - I've done this, I own multiple Pateks, a Maybach, Loro suits, you name it - trust me, it's all bullsh*t.
- AI. AI. AI. You need to dedicate a minimum of 10 hours a week to just learning about AI. And another 1-2 hours a day using it. As we speak, I have ChatGPT, Claude, Gemini open - all with custom prompts/skills (i'm not using them to write - tip: Using AI to write is a sh*t way to build a brand, + writing is fun as it's a mental challenge - don't rob yourself of cognition for the sake of expediency).
- Emotional intelligence > IQ. So many people are f*cking dumb. Not in a book-smart sense, but in an emotional sense. In business, put yourself in others' shoes, don't be a jerk, think about your actions, if you mess up - reflect on it and be honest with yourself. Stop deflecting blame. Stop blaming the world. Yeah, sucky stuff happens in life, many things are out of our control. But you CAN control how you act.
- Build a personal brand. The reality is, everyone has a personal brand. Some people have a "brand" that only their friends/family see, some people have a brand that millions see online. I'm not saying become a cringy "influencer" - but accept you have a brand. And then make a decision as to whether you want to take that brand public. Building in public is the best way, this is how I grew my account. I was just sharing my thoughts/trades. It ended up changing my life. I was a 20-year-old kid in my parents' house in Australia, now I'm friends with billionaires, VCs, and founders (all stemming from the fact I started tweeting).
- Put most of your energy into high-upside vehicles. Obviously, to acquire the necessary capital to pull this off (not just $ capital, also knowledge and resources), you may need to start with a lower upside vehicle (i.e. a lot of SAAS founders started with agency/info models before scaling).
- Don't follow your passion. I know this sounds controversial, but by limiting yourself to a single passion, you may be limiting your ability to discover another passion. Personal example: As a teenager, I was super into music - I wanted to be singer. I started researching finance/crypto, it wasn't my passion but I found it mildly interesting. Little wins compounded into bigger wins, I got addicted, ended up loving it, and now I couldn't imagine music holding a candle to the thrills of being an entrepreneur. It wasn't my passion but now it is. Just stay curious, try stuff, and you may stumble into a career you never expected. This open-mindedness will be more than needed heading into an era of rapid change.
Fed "independence" is a myth, a story.
It is the moral cover which justifies its grotesque state-sanctioned near-monopoly power over the most important market in the world: money.
The Fed is never "independent" of the banking establishment. It is of, by, and for the banks. The Fed is the banking establishment's greatest accomplishment.
And because modern banking is an appendage of the state, so too is the Fed its most potent tentacle.
Nobody should really care about how much the Fed spent on its building renovations. What a distraction!
The Fed's crime is not an embellished construction project, but the systematic coercive distortion of money rates across the global economy for the past century.
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