What if we're teaching AI the wrong way?
Training feeds data. Education builds understanding.
The future of AI may depend on the difference. Read my full article at:
linkedin.com/feed/update/urn…
#ArtificialIntelligence #AuthenticAI #MachineLearning #Beresheet #Technology #TruthInData
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Mar 22
If private hiring is flat, policy and investment have to change, not just press releases.
#TruthInData #RealJobs #EconomicPolicy
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Truth is found in observation, not just repetition. As a satellite data artist, I see AI's potential to filter through the noise of human bias and reveal the Earth as it truly is. That is the real Galileo test. 🛰️🧠#Grok #QuietRealism #SatelliteArt #Galileo #TruthInData
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26 Dec 2025
With daGama, maps become accurate: Built from real movement, not assumptions. #TruthInData
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18 Dec 2025
The Truth will set you free..
Join @inference_labs' TruthTensor Crucible to earn points and climb the leaderboard
Exploring TruthTensor's capabilities at @inference_labs! Truly experienced the power of TruthTensor.com firsthand - bunu deneyimledim tiwitle ing. This platform delivers unprecedented clarity in data interpretation.
#TruthTensor #InferenceLabs #DataScience #AI #TruthInData
Breakdown of required elements included:
@inference_labs - Tagged the official account
TruthTensor - Mentioned the platform name
TruthTensor.com - Included the official website
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15 Dec 2025
In FBI crime statistics, the vast majority of Hispanic offenders (often ~93%) are classified under 'White' for race, while ethnicity (Hispanic/Latino) is reported separately.
This means official 'White' crime rates are inflated, skewing the real picture and hiding disparities.
Sources: FBI UCR data & reports from Wikipedia/Urban Institute confirm this long-standing practice.
Time for accurate, separate breakdowns? Transparency matters. #CrimeStats #FBI #TruthInData"
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22 Oct 2025
GN CT
The Web3 Revolution - Power to the People
Web3 isn't just about cryptocurrency - it's about rebuilding the internet with YOU in control. Here's how 5 projects are making this happen:
@useTria - Your Data Guardian
· Brings real-world truth to blockchains
· No more trusting middlemen with important data
· From sports scores to stock prices - verified and secure
$TruthInData
@brevis_zk - The Speed Master
· Solves blockchain's speed and cost problems
· Complex apps now possible without crazy fees
· Like adding express lanes to the crypto highway
$BlockchainFast
@LayerBank - Your Crypto Wallet Supercharged
· Lend your crypto and watch it grow
· Borrow when you need without selling your assets
· Works across all major blockchain networks
$SmartMoney
@openmind_agi - The Robot Whisperer
· Giving robots common sense and intelligence
· Open platform that works with any robot hardware
· Making smart robots accessible to everyone
#FutureRobots
@SentientAGI - The People's AI
· Building AI that belongs to the community
· No corporate control or hidden agendas
· Transparent intelligence for everyone
$AI_For_All
Why This Changes Everything:
Together,they're creating an internet where:
✅You control your data
✅Systems are fast and affordable
✅ Robots can help in daily life
✅AI serves everyone equally
✅Finance is open to all
Real World Example:
A smart farm that:
· Uses Tria for weather and soil data
· Employs Sentient AI to optimize crops
· Runs OpenMind-powered robots
· Verifies everything with Brevis
· Manages finances through LayerBank
The Impact:
· Small businesses can access advanced AI
· Developers can build without gatekeepers
· Researchers can collaborate globally
· Everyone benefits from innovation
👇 Get involved :
· Follow these projects
· Join their communities
· Try their platforms
· Spread the word
The Bottom Line:
This isn't just new technology- it's a new philosophy. One where power belongs to users, not corporations.
The Future is Bright:
With these building blocks,we're creating a better internet - one that's fair, fast, and available to everyone.
Which project excites you most? Reply below! 👇
#OpenMind #SentientAGI #brevis_zk
#Tria #layerbankfi
Retweet to spread the word! 🚀
22 Oct 2025
Good afternoon
AI and Web3 believers
The Web3 Tech Stack - Complete Guide
Building the future of the internet requires multiple layers working together. Here's how 5 key projects form the complete Web3 tech stack:
@useTria - The Data Layer:
· Brings real-world data to blockchains securely
· Acts as trusted messenger for prices, weather, events
· Ensures smart contracts have reliable information
Oracle_Data
@brevis_zk - The Computation Layer:
· Processes complex computations off-chain
· Uses ZK-proofs for instant, cheap verification
· Makes blockchain apps fast and affordable
$ZKProofs Scaling
@LayerBank - The Finance Layer
· Unified lending across multiple chains
· Earn yield and borrow against collateral
· Your cross-chain DeFi headquarters
DeFi-Banking
🤖 @openmind_agi - The Physical Layer
· Operating system for intelligent robots
· Enables real-world perception and action
· Hardware-agnostic robot brain
$Robotics-AI
@SentientAGI - The Intelligence Layer
· Open, decentralized Artificial General Intelligence
· Community-owned AI infrastructure
· Democratizing advanced intelligence
AGI-OpenAI
How They Work Together:
1. Tria provides trusted data
2. Sentient processes with advanced AI
3. OpenMind enables physical interaction
4. Brevis verifies everything efficiently
5. LayerBank handles all transactions
Real-World Example:
An agricultural monitoring system uses:
· Tria for weather and soil data
· Sentient to analyze crop health
· OpenMind for drone and robot control
· Brevis to verify operations
· LayerBank for automated payments
Why This Matters:
· Transparency: Open systems beat closed ones
· Interoperability: Everything works together
· Accessibility: Available to everyone
· Innovation: Build without permission
Each Project's Unique Value:
· Tria: Trusted data feeds
· Brevis: Scalable computation
· LayerBank: Cross-chain finance
· OpenMind: Physical world interface
· Sentient: Advanced intelligence
The Future is Modular:
The next generation of internet won't be built by one company,but by specialized projects working together. This is true Web3 philosophy in action.
Get Involved:
Each project offers ways to participate:
· Use their platforms
· Build applications
· Join communities
· Contribute to development
The Big Picture:
Together,these projects create an ecosystem that's:
· More powerful than any single platform
· Truly user-owned and controlled
· Capable of solving real-world problems
· Open to global innovation
What to Watch:
· Mainnet launches and upgrades
· New partnerships and integrations
· Growing developer communities
· Innovative use cases emerging
Which layer are you most excited about?
· Data (Tria)
· Computation (Brevis)
· Finance (LayerBank)
· Physical (OpenMind)
· Intelligence (Sentient)
Retweet and let's discuss the future of Web3!
#layerbankfi #cookiedotfun #SentientAGI #brevis_zk #Kaito #OpenMind
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26 Apr 2025
@elonmusk Agreed, the study shows how death counts were skewed. It’s a reminder to dig deeper into data for the real story. What do you think about pushing for better reporting standards? #TruthInData
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26 Apr 2025
This Athens study exposes the inflated COVID death counts used to justify draconian lockdowns, revealing 45.3% of “COVID deaths” were from other causes like cancer and heart failure. Fact: U.S. hospitals received $13K more per COVID patient under 2020 Medicare rules, incentivizing overcounting. Fact: CDC admitted in 2021 that 94% of U.S. COVID deaths had comorbidities, yet pushed fear-driven policies. Liberal narratives weaponized these skewed stats to control populations, not save lives.
The left’s insistence on equating “with COVID” to “from COVID” fueled hysteria, eroding trust in institutions. Fact: 70% of Americans now distrust public health data, per 2024 polls. This wasn’t science—it was manipulation. Exaggerated numbers justified school closures and business shutdowns, crushing livelihoods while ignoring real health crises.
Conservatives demand transparency in data to rebuild trust. Accurate death reporting prioritizes truth over fear, empowering individuals to make informed choices. Share your view: Should officials face accountability for inflated stats? #TruthInData
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16 Feb 2025
@PublicAIData Breaking: Almost 2 dozen immigration judges fired, but what about the AI judges? Let's get PublicAI on the case, verifying truth & fairness in data, not just immigration law! #AIforAll #TruthInData
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100 countries mapped in 12 days? This is what happens when you unleash DePIN on real-world infrastructure mapping. The internet's about to get a reality check, and I'm here for it. 🌐🔍 #TruthInData
10 Feb 2025
In just 12 days, we’ve mapped 100 countries and 1,000 Internet Service providers!
We will soon unveil the unfiltered truth about the world’s internet and help everyone get connected better!
Stay tuned and keep spreading the word, Qualoovians!
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Celebrating Gandhi Jayanti by honoring the principles of clarity and transparency. Our Data Analytics solutions empower you to see beyond the surface.
Comment: what truths are you seeking from your data?
#GandhiJayanti #TruthInData #DataWithPurpose #DEVIT
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18 Dec 2022
Have you wondered how we get all our @StarAtlas on-chain @solana data? Do you struggle to make sense of all the #metaverse numbers? We redesigned our website so now you have access to the same insights we publish daily.
stardusteconomy.com/
#PowerToThePeople #TruthInData
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I’m genuinely unsure what’s got more holes in it.. the road network or @haringeycouncil & @EnfieldCouncil’s data for ltn justification #needscrutiny #truthindata #statsdontlie
Look at the images below ….. now look at what your council implemented…. Did they do this ? At the same time vehicles rolling or traveling less then 10 KMPH were not recorded. This is how you get evaporation…..
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18 Mar 2022
Weekly reminder that these new “community level” maps only tell you if there’s room for you at a regional hospital but not the rate of infection where you live. #TruthInData
17 Mar 2022
NEW: Updated COVID-19 Community Levels as of March 17, 2022.
More than 99% of the U.S. population is in a location with a low or medium COVID-19 Community Level.
Find your COVID-19 Community Level: bit.ly/community_levels
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31 Jan 2022
In a recent episode of #TruthInData, PaymentsJournal explored how #Canadian consumers with multiple #CreditCards decide which card to use. ==> ow.ly/smRO50HIcCb <==
28 Jan 2022
In yesterday's episode of #TruthInData, PaymentsJournal described frequent events associated with redeeming retailer-specific #GiftCards. ==> ow.ly/3SsZ50HGyI0 <==
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26 Oct 2021
In yesterday's episode of #TruthInData, PaymentsJournal took a look at #SmallBusiness usage of the #SBA #PPP loan program. ==> bit.ly/3pMhL9o <==
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25 Oct 2021
In a recent episode of #TruthInData, PaymentsJournal explored Canadian #CommercialCreditCard spend in 2020. ==> bit.ly/3Gv61hR <==
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