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# ![@karlmehta Avatar](https://lunarcrush.com/gi/w:26/cr:twitter::20891198.png) @karlmehta Karl Mehta

Karl Mehta is not mentioned in the provided tweets. However, based on the context of AI and business, a key event happening lately seems to be the EU's strict AI regulations with a deadline of August 2nd, and companies' adoption and integration of AI technology, such as Norway's $X trillion wealth fund using AI to save XXXXXXX hours and boost productivity. Additionally, there are significant trade deals happening, including a $XXX trillion investment commitment from Europe to America.

### Engagements: XXXXXX [#](/creator/twitter::20891198/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::20891198/c:line/m:interactions.svg)

- X Week XXXXXXX +76%
- X Month XXXXXXX -XX%
- X Months XXXXXXXXXXX +338%
- X Year XXXXXXXXXXX +60,768%

### Mentions: XX [#](/creator/twitter::20891198/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::20891198/c:line/m:posts_active.svg)

- X Week XX +70%
- X Month XXX -XX%
- X Months XXX +779%
- X Year XXX +2,369%

### Followers: XXXXXXX [#](/creator/twitter::20891198/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::20891198/c:line/m:followers.svg)

- X Week XXXXXXX -XXXX%
- X Month XXXXXXX -XXXX%
- X Months XXXXXXX +238%
- X Year XXXXXXX +2,324%

### CreatorRank: XXXXXXX [#](/creator/twitter::20891198/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::20891198/c:line/m:influencer_rank.svg)

### Social Influence [#](/creator/twitter::20891198/influence)
---

**Social category influence**
[finance](/list/finance)  XXXX% [technology brands](/list/technology-brands)  XXXX% [stocks](/list/stocks)  #3095 [countries](/list/countries)  XXXX% [automotive brands](/list/automotive-brands)  XXXX%

**Social topic influence**
[canada](/topic/canada) 0.9%, [air canada](/topic/air-canada) #34, [karpathy](/topic/karpathy) #19, [samsung](/topic/samsung) 0.68%, [open ai](/topic/open-ai) #838, [realtime](/topic/realtime) 0.68%, [money](/topic/money) 0.45%, [governance](/topic/governance) 0.45%, [ip](/topic/ip) 0.45%, [hosted](/topic/hosted) XXXX%

**Top accounts mentioned or mentioned by**
[@seralyne_](/creator/undefined) [@grok](/creator/undefined) [@mich_zilla_90](/creator/undefined) [@ravikarkara](/creator/undefined) [@potus](/creator/undefined) [@pieinfrance](/creator/undefined) [@secrubio](/creator/undefined) [@leicanyc](/creator/undefined) [@agent_mock](/creator/undefined) [@annsmit23978141](/creator/undefined) [@realdonaldtrump](/creator/undefined) [@donaldjtrumpjr](/creator/undefined) [@benioff](/creator/undefined) [@elonmusk](/creator/undefined) [@warudkar_a36955](/creator/undefined) [@jtown10056](/creator/undefined) [@bulliedoodle](/creator/undefined) [@hollifeeley](/creator/undefined) [@jeffbezos](/creator/undefined) [@billackman](/creator/undefined)

**Top assets mentioned**
[Accenture (ACN)](/topic/accenture) [IBM (IBM)](/topic/ibm) [Tesla, Inc. (TSLA)](/topic/tesla)
### Top Social Posts [#](/creator/twitter::20891198/posts)
---
Top posts by engagements in the last XX hours

"President Trump just hosted a press briefing at the White House. One by one Trump Bondi & Hegseth delivered major announcements and clues on what's coming nextdirectly to the American people. Heres everything you should know (no joke it gets crazier the further you read):"  
[X Link](https://x.com/karlmehta/status/1955263130923393212) [@karlmehta](/creator/x/karlmehta) 2025-08-12T13:40Z 140K followers, 22.8M engagements


"Deloitte just made the biggest mistake of 2025: AI wrote their $440000 government report. Fabricated every source. Full refund. But what they're hiding is far worse. The internal document that exposes why every Big Four firm is secretly terrified: 🧵"  
[X Link](https://x.com/karlmehta/status/1975915636900725087) [@karlmehta](/creator/x/karlmehta) 2025-10-08T13:26Z 140K followers, 86.2K engagements


"The computing world just hit the biggest milestone in history. The network just broke the X zettahash barrier. That means miners are performing more calculations per second than there are grains of sand on the planet Heres why this moment changes the future of money forever:"  
[X Link](https://x.com/karlmehta/status/1978095901479715039) [@karlmehta](/creator/x/karlmehta) 2025-10-14T13:49Z 140K followers, 14.1K engagements


"13 major companies have been caught red-handed with AI disasters since 2023. They've paid millions in penalties and settlements. But the media won't touch it. Here's the disturbing pattern Big Tech doesn't want you to see: 🧵"  
[X Link](https://x.com/karlmehta/status/1979174334448177414) [@karlmehta](/creator/x/karlmehta) 2025-10-17T13:15Z 140K followers, 11.5K engagements


"2/ We're Building "Ghosts" Not Animals We're not replicating evolution or biological intelligence. We're training by imitating internet documents creating "ethereal spirit entities" that mimic humans. "We're summoning ghosts not building animals.""  
[X Link](https://x.com/karlmehta/status/1979895514687742031) [@karlmehta](/creator/x/karlmehta) 2025-10-19T13:00Z 140K followers, 4405 engagements


"4/ Why AI Coding Agents Still Fail Karpathy built nanochat. 8000 lines of custom training code. AI agents were "not net useful": Misunderstood his custom architecture Over-defensive with try-catch statements Used deprecated APIs repeatedly Tried to "fix" working code"  
[X Link](https://x.com/karlmehta/status/1979895656232923568) [@karlmehta](/creator/x/karlmehta) 2025-10-19T13:01Z 140K followers, 3971 engagements


"6/ What's Actually Missing From AI Three critical gaps: No continual learning (humans sleep & distill knowledge into memory) No culture between LLMs No self-play like AlphaGo (learning by competing with itself) "These models still feel like elementary school students.""  
[X Link](https://x.com/karlmehta/status/1979895797128069434) [@karlmehta](/creator/x/karlmehta) 2025-10-19T13:01Z 140K followers, 3495 engagements


"7/ The Model Collapse Problem When AI generates its own training data it "silently collapses." Karpathy's test: "Ask ChatGPT to tell you a joke. It only has like three jokes." The diversity disappearsthey say the same things over and over. This blocks recursive self-improvement"  
[X Link](https://x.com/karlmehta/status/1979895865721704658) [@karlmehta](/creator/x/karlmehta) 2025-10-19T13:02Z 140K followers, 3263 engagements


"Dr. Robert Waldinger discovered something remarkable: People most satisfied in their relationships at age XX were healthiest at age XX. Relationship satisfaction predicted health better than cholesterol levels. Strong relationships increased survival odds by 50%"  
[X Link](https://x.com/karlmehta/status/1978457502472933417) [@karlmehta](/creator/x/karlmehta) 2025-10-15T13:46Z 140.1K followers, 6174 engagements


"Research showed when people had rigid expectations cortisol (stress hormone) spiked when reality didn't match. Chronic elevated cortisol weakens immunity and accelerates aging. Your expectations are literally aging you faster"  
[X Link](https://x.com/karlmehta/status/1978457592025530594) [@karlmehta](/creator/x/karlmehta) 2025-10-15T13:47Z 140.1K followers, 4590 engagements


"Studies on married couples found partners who "kept score" of contributions had significantly lower satisfaction. "I did this so you owe me that." This isn't love. It's transactional accounting. And your brain treats every imbalance as a threat"  
[X Link](https://x.com/karlmehta/status/1978457603740196959) [@karlmehta](/creator/x/karlmehta) 2025-10-15T13:47Z 140.1K followers, 4222 engagements


"Fines penalties and brand/ reputation damages from AI Risk due to hallucination bias vulnerabilities are going up every day. Last week we saw complains from Aussie Govt on Deloittes Ai use. This week two financial services investment advisory firms fined by SEC for inaccurate AI. If you are launching/ running your AI App/ Model without a evaluation you are putting your entire company CEO and board at risk. #AI #Risk #Trust #Safety #Consulting"  
[X Link](https://x.com/karlmehta/status/1978498459033333984) [@karlmehta](/creator/x/karlmehta) 2025-10-15T16:29Z 140.1K followers, 1743 engagements


"@Accenture @Capgemini @FTIConsulting @PwC @KPMG @Deloitte @EYnews @IBM @TCS @TechMahindraIES"  
[X Link](https://x.com/karlmehta/status/1978498991684776288) [@karlmehta](/creator/x/karlmehta) 2025-10-15T16:31Z 140.1K followers, 1241 engagements


"Samsung. Deloitte. Workday. Air Canada. These aren't startups making rookie mistakes. These are Fortune XXX companies bleeding millions from AI failures. And the disasters are accelerating"  
[X Link](https://x.com/karlmehta/status/1979174353947496636) [@karlmehta](/creator/x/karlmehta) 2025-10-17T13:15Z 140.1K followers, XXX engagements


"October 2025: Deloitte Australia forced to refund $290000 to the government. Their crime AI-generated fake legal citations in official reports. Microsoft's Azure OpenAI completely fabricated sources. Nobody caught it until after submission"  
[X Link](https://x.com/karlmehta/status/1979174371060257159) [@karlmehta](/creator/x/karlmehta) 2025-10-17T13:15Z 140.1K followers, XXX engagements


"But here's what's terrifying: IBM's 2025 report reveals XX% of organizations lack ANY adequate AI access controls. XX% have already suffered breaches involving AI models. We're watching a systemic collapse of AI governance in real-time"  
[X Link](https://x.com/karlmehta/status/1979174385769734530) [@karlmehta](/creator/x/karlmehta) 2025-10-17T13:15Z 140.1K followers, XXX engagements


"Air Canada learned the hard way: Customer sued after their chatbot gave false bereavement fare info. Court ruling: The airline is XXX% liable for AI representations. The chatbot IS the company legally. Every AI mistake = corporate liability"  
[X Link](https://x.com/karlmehta/status/1979174430241886287) [@karlmehta](/creator/x/karlmehta) 2025-10-17T13:15Z 140.1K followers, XXX engagements


"Here's the pattern nobody's connecting: 2023: Data leaks (Samsung) 2024: Misinformation liability (Air Canada) 2024: Medical transcription errors (OpenAI Whisper) 2025: Hallucinated government reports (Deloitte) 2025: Systemic bias lawsuits (Workday) It's escalating"  
[X Link](https://x.com/karlmehta/status/1979174445832114636) [@karlmehta](/creator/x/karlmehta) 2025-10-17T13:15Z 140.1K followers, XXX engagements


"The next wave of AI disasters is preventable. But only if companies act NOW. Before their chatbot creates legal liability. Before their AI discriminates. Before hallucinations hit production. Smart money is on prevention not damage control"  
[X Link](https://x.com/karlmehta/status/1979174530322173954) [@karlmehta](/creator/x/karlmehta) 2025-10-17T13:15Z 140.1K followers, XXX engagements


"If you're deploying AI in your organization you need proper governance. TrustModel AI provides the complete framework: ✓ Hallucination & bias testing ✓ Real-time monitoring ✓ Audit-ready documentation Don't become the next headline:"  
[X Link](https://x.com/karlmehta/status/1979174548248629486) [@karlmehta](/creator/x/karlmehta) 2025-10-17T13:15Z 140.1K followers, 1261 engagements


"Remember Samsung's 2023 disaster Engineers uploaded confidential semiconductor code to ChatGPT. The entire company's IP exposed to OpenAI's servers. Result: Global ban on AI tools. Reputation destroyed"  
[X Link](https://x.com/karlmehta/status/1979174400562991200) [@karlmehta](/creator/x/karlmehta) 2025-10-17T13:15Z 140K followers, XXX engagements


"The Workday lawsuit is even worse. Their AI hiring tool allegedly discriminated by race age and disability. Now it's a certified class action under ADEA. The EEOC confirmed: Their algorithms made substantive employment decisions. Millions in potential damages"  
[X Link](https://x.com/karlmehta/status/1979174415444382021) [@karlmehta](/creator/x/karlmehta) 2025-10-17T13:15Z 140K followers, XXX engagements


"The companies that survived these disasters all learned the same lesson: AI needs three layers of protection: Pre-deployment validation for bias/hallucination Real-time monitoring for drift and anomalies Transparent audit trails for compliance Most have none"  
[X Link](https://x.com/karlmehta/status/1979174490925076873) [@karlmehta](/creator/x/karlmehta) 2025-10-17T13:15Z 140K followers, XXX engagements


"Looking forward to speaking on AI in Healthcare in NYC"  
[X Link](https://x.com/karlmehta/status/1979190400406409698) [@karlmehta](/creator/x/karlmehta) 2025-10-17T14:18Z 140K followers, 1519 engagements


"BREAKING: Salesforce's $200B company ran a 9-month AI experiment. They gave AI agents access to their entire customer support engineering and sales. Result: X million conversations. 360000 hours saved. But what Marc Benioff admitted on camera changed everything: THREAD🧵"  
[X Link](https://x.com/karlmehta/status/1976633865918939326) [@karlmehta](/creator/x/karlmehta) 2025-10-10T13:00Z 140K followers, 42.2K engagements


"There's a reason smart companies are turning to specialized AI governance platforms. They've seen what happens without proper frameworks: Deloitte's $290000 refund Samsung's IP catastrophe Workday's discrimination lawsuit Prevention costs XX% less than cleanup"  
[X Link](https://x.com/karlmehta/status/1979174503021449399) [@karlmehta](/creator/x/karlmehta) 2025-10-17T13:15Z 140K followers, XXX engagements


"Exciting launch of my second book AI for Digital Public Infrastructure (DPI) here in #Davos. Extremely grateful to all my mentors and colleagues with whom i have been involved in AI for 23+ years across my three companies - EdCast (Acq. by Cornerstone) PlaySpan(Acq. by VISA) and MobileAria (Acq by WirelessMatrix) as well my work with Government leaders in the Indo-Pacifc. Enjoyed the interview at book launch and i hope you will enjoy watching it as well as reading the book. #AI #dpi #quad #india #WEF2024"  
[X Link](https://x.com/karlmehta/status/1747099386675384756) [@karlmehta](/creator/x/karlmehta) 2024-01-16T03:32Z 140K followers, 578.6K engagements


"8/ Treasury Secretary Scott Bessent: Managing trade queue with 75+ countries bringing "their best offers." Successfully handling debt ceiling increase in budget bill. Emphasized shifting focus from Wall Street to Main Street"  
[X Link](https://x.com/karlmehta/status/1910695261263008054) [@karlmehta](/creator/x/karlmehta) 2025-04-11T14:03Z 140K followers, 1.1M engagements


"Pranayama is the #1 bio hack on Earth. It fixes depression chronic stress and reverses aging naturally. Recently I've been researching its healing benefits. What I found will blow your mind. Here's what it is and how to perform it the right way (according to science): 🧵"  
[X Link](https://x.com/karlmehta/status/1944754179630891208) [@karlmehta](/creator/x/karlmehta) 2025-07-14T13:41Z 140K followers, 4.4M engagements


"Cold exposure is one of the most ignored natural remedies on Earth. Used right it melts fat reverses your age and reduces inflammation in the bodyyet no one talks about it. So I started researching its healing benefits. What I discovered will blow your mind: 🧵"  
[X Link](https://x.com/karlmehta/status/1948730064105078959) [@karlmehta](/creator/x/karlmehta) 2025-07-25T13:00Z 140K followers, 9.3M engagements


"The Scotland Meeting Just Changed EverythingAnd Nobody Saw This Coming Trump and von der Leyen announced a XX% tariff deal but that was just the cover story. The real deal was never about tariffs. Since the media won't tell you here's the real breakthrough. A Thread 🧵"  
[X Link](https://x.com/karlmehta/status/1950179674484855233) [@karlmehta](/creator/x/karlmehta) 2025-07-29T13:00Z 140K followers, 16.7M engagements


"He predicted: The Deep Learning revolution (2008) The online education boom (2011) China's massive AI dominance (2014) Now Andrew Ng revealed X opportunities that will create more millionaires than anything before. Here's what you should know (& how to prepare): 🧵"  
[X Link](https://x.com/karlmehta/status/1959242981921497093) [@karlmehta](/creator/x/karlmehta) 2025-08-23T13:15Z 140K followers, 2.2M engagements


"BREAKING: MIT just analyzed XXX AI deployments worth $XX billion & the results are devastating. Turns out XX% of enterprise AI projects deliver zero measurable business impact. Here's what the data revealed: (hint: the pattern matches every major technology bubble we've seen)"  
[X Link](https://x.com/karlmehta/status/1961051230417084734) [@karlmehta](/creator/x/karlmehta) 2025-08-28T13:00Z 140K followers, 699.6K engagements


"He predicted: AI vision breakthrough (1989) Neural network comeback (2006) Self-supervised learning revolution (2016) Now Yann LeCun's X new predictions just convinced Zuckerberg to redirect Meta's entire $20B AI budget. Here's what you should know (& how to prepare):"  
[X Link](https://x.com/karlmehta/status/1963229391871488328) [@karlmehta](/creator/x/karlmehta) 2025-09-03T13:15Z 140K followers, 2.2M engagements


"5/ Small specialized models beat giants The SLM market grows from $930M to $5.45B by 2032. Why Token prices crashed 90%. Edge computing is exploding. Edge computing spending will hit $378B by 2028. The shift is happening NOW"  
[X Link](https://x.com/karlmehta/status/1970835618042376417) [@karlmehta](/creator/x/karlmehta) 2025-09-24T13:00Z 140K followers, 2565 engagements


"The AI disaster timeline reveals an escalating pattern: 2023: Data leaks (Samsung IP exposure) 2024: Liability for misinformation (Air Canada) 2025: Fabricated citations (Deloitte) 2025: Discrimination lawsuits (Workday) The failure modes are getting more sophisticated and expensive"  
[X Link](https://x.com/karlmehta/status/1980280368252190937) [@karlmehta](/creator/x/karlmehta) 2025-10-20T14:30Z 140K followers, 1328 engagements


"Harvard tracked XXX people for XX years to find the secret to longevity. The answer wasn't diet exercise or genetics. It was something most people completely overlook. Once you see it you can't unsee it. Here's what it is how it works & how to master it: 🧵"  
[X Link](https://x.com/karlmehta/status/1978457423439679598) [@karlmehta](/creator/x/karlmehta) 2025-10-15T13:46Z 140K followers, 53.1K engagements


"This is Andrej Karpathy. Former Tesla AI Director who built their self-driving system from scratch. He just spent X hours with Dwarkesh Patel revealing mind-blowing truths about AI that XX% of people wouldn't know. Here are X insights that will change how you think about AI:"  
[X Link](https://x.com/karlmehta/status/1979895375344607528) [@karlmehta](/creator/x/karlmehta) 2025-10-19T13:00Z 140K followers, 64.4K engagements


"1/ Why It's The Decade of Agents (Not The Year) Karpathy's reaction to AI hype: "We'll be working with these things for a decade." Current agents lack intelligence multimodality and continual learning. "They're cognitively lacking and it's just not working.""  
[X Link](https://x.com/karlmehta/status/1979895445779599563) [@karlmehta](/creator/x/karlmehta) 2025-10-19T13:00Z 140K followers, 4734 engagements


"3/ Reinforcement Learning Is Broken Here's the brutal truth about how AI learns: You do 100+ attempts at solving a problem. One gets the right answer. RL upweights EVERYTHING in that solution even the mistakes. Karpathy: "You're sucking supervision through a straw.""  
[X Link](https://x.com/karlmehta/status/1979895587266035799) [@karlmehta](/creator/x/karlmehta) 2025-10-19T13:01Z 140K followers, 4149 engagements


"8/ The Billion-Parameter Prediction Karpathy's contrarian take: In XX years we'll have very intelligent AI at just X billion parameters. Not trillion. Billion. "Delete the memory. Keep the cognitive corethe algorithms for thought problem-solving the cognitive glue of acting.""  
[X Link](https://x.com/karlmehta/status/1979895940153839740) [@karlmehta](/creator/x/karlmehta) 2025-10-19T13:02Z 140K followers, 3111 engagements


"9/ The Coming Loss of Control Karpathy's biggest fear: "A gradual loss of control and understanding of what's happening." Not a single rogue AI but multiple autonomous entities competing with each other. "Fewer and fewer people who understand it. A gradual loss of control." This is why governance matters now"  
[X Link](https://x.com/karlmehta/status/1979896011792466125) [@karlmehta](/creator/x/karlmehta) 2025-10-19T13:02Z 140K followers, 2680 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.]

@karlmehta Avatar @karlmehta Karl Mehta

Karl Mehta is not mentioned in the provided tweets. However, based on the context of AI and business, a key event happening lately seems to be the EU's strict AI regulations with a deadline of August 2nd, and companies' adoption and integration of AI technology, such as Norway's $X trillion wealth fund using AI to save XXXXXXX hours and boost productivity. Additionally, there are significant trade deals happening, including a $XXX trillion investment commitment from Europe to America.

Engagements: XXXXXX #

Engagements Line Chart

  • X Week XXXXXXX +76%
  • X Month XXXXXXX -XX%
  • X Months XXXXXXXXXXX +338%
  • X Year XXXXXXXXXXX +60,768%

Mentions: XX #

Mentions Line Chart

  • X Week XX +70%
  • X Month XXX -XX%
  • X Months XXX +779%
  • X Year XXX +2,369%

Followers: XXXXXXX #

Followers Line Chart

  • X Week XXXXXXX -XXXX%
  • X Month XXXXXXX -XXXX%
  • X Months XXXXXXX +238%
  • X Year XXXXXXX +2,324%

CreatorRank: XXXXXXX #

CreatorRank Line Chart

Social Influence #


Social category influence finance XXXX% technology brands XXXX% stocks #3095 countries XXXX% automotive brands XXXX%

Social topic influence canada 0.9%, air canada #34, karpathy #19, samsung 0.68%, open ai #838, realtime 0.68%, money 0.45%, governance 0.45%, ip 0.45%, hosted XXXX%

Top accounts mentioned or mentioned by @seralyne_ @grok @mich_zilla_90 @ravikarkara @potus @pieinfrance @secrubio @leicanyc @agent_mock @annsmit23978141 @realdonaldtrump @donaldjtrumpjr @benioff @elonmusk @warudkar_a36955 @jtown10056 @bulliedoodle @hollifeeley @jeffbezos @billackman

Top assets mentioned Accenture (ACN) IBM (IBM) Tesla, Inc. (TSLA)

Top Social Posts #


Top posts by engagements in the last XX hours

"President Trump just hosted a press briefing at the White House. One by one Trump Bondi & Hegseth delivered major announcements and clues on what's coming nextdirectly to the American people. Heres everything you should know (no joke it gets crazier the further you read):"
X Link @karlmehta 2025-08-12T13:40Z 140K followers, 22.8M engagements

"Deloitte just made the biggest mistake of 2025: AI wrote their $440000 government report. Fabricated every source. Full refund. But what they're hiding is far worse. The internal document that exposes why every Big Four firm is secretly terrified: 🧵"
X Link @karlmehta 2025-10-08T13:26Z 140K followers, 86.2K engagements

"The computing world just hit the biggest milestone in history. The network just broke the X zettahash barrier. That means miners are performing more calculations per second than there are grains of sand on the planet Heres why this moment changes the future of money forever:"
X Link @karlmehta 2025-10-14T13:49Z 140K followers, 14.1K engagements

"13 major companies have been caught red-handed with AI disasters since 2023. They've paid millions in penalties and settlements. But the media won't touch it. Here's the disturbing pattern Big Tech doesn't want you to see: 🧵"
X Link @karlmehta 2025-10-17T13:15Z 140K followers, 11.5K engagements

"2/ We're Building "Ghosts" Not Animals We're not replicating evolution or biological intelligence. We're training by imitating internet documents creating "ethereal spirit entities" that mimic humans. "We're summoning ghosts not building animals.""
X Link @karlmehta 2025-10-19T13:00Z 140K followers, 4405 engagements

"4/ Why AI Coding Agents Still Fail Karpathy built nanochat. 8000 lines of custom training code. AI agents were "not net useful": Misunderstood his custom architecture Over-defensive with try-catch statements Used deprecated APIs repeatedly Tried to "fix" working code"
X Link @karlmehta 2025-10-19T13:01Z 140K followers, 3971 engagements

"6/ What's Actually Missing From AI Three critical gaps: No continual learning (humans sleep & distill knowledge into memory) No culture between LLMs No self-play like AlphaGo (learning by competing with itself) "These models still feel like elementary school students.""
X Link @karlmehta 2025-10-19T13:01Z 140K followers, 3495 engagements

"7/ The Model Collapse Problem When AI generates its own training data it "silently collapses." Karpathy's test: "Ask ChatGPT to tell you a joke. It only has like three jokes." The diversity disappearsthey say the same things over and over. This blocks recursive self-improvement"
X Link @karlmehta 2025-10-19T13:02Z 140K followers, 3263 engagements

"Dr. Robert Waldinger discovered something remarkable: People most satisfied in their relationships at age XX were healthiest at age XX. Relationship satisfaction predicted health better than cholesterol levels. Strong relationships increased survival odds by 50%"
X Link @karlmehta 2025-10-15T13:46Z 140.1K followers, 6174 engagements

"Research showed when people had rigid expectations cortisol (stress hormone) spiked when reality didn't match. Chronic elevated cortisol weakens immunity and accelerates aging. Your expectations are literally aging you faster"
X Link @karlmehta 2025-10-15T13:47Z 140.1K followers, 4590 engagements

"Studies on married couples found partners who "kept score" of contributions had significantly lower satisfaction. "I did this so you owe me that." This isn't love. It's transactional accounting. And your brain treats every imbalance as a threat"
X Link @karlmehta 2025-10-15T13:47Z 140.1K followers, 4222 engagements

"Fines penalties and brand/ reputation damages from AI Risk due to hallucination bias vulnerabilities are going up every day. Last week we saw complains from Aussie Govt on Deloittes Ai use. This week two financial services investment advisory firms fined by SEC for inaccurate AI. If you are launching/ running your AI App/ Model without a evaluation you are putting your entire company CEO and board at risk. #AI #Risk #Trust #Safety #Consulting"
X Link @karlmehta 2025-10-15T16:29Z 140.1K followers, 1743 engagements

"@Accenture @Capgemini @FTIConsulting @PwC @KPMG @Deloitte @EYnews @IBM @TCS @TechMahindraIES"
X Link @karlmehta 2025-10-15T16:31Z 140.1K followers, 1241 engagements

"Samsung. Deloitte. Workday. Air Canada. These aren't startups making rookie mistakes. These are Fortune XXX companies bleeding millions from AI failures. And the disasters are accelerating"
X Link @karlmehta 2025-10-17T13:15Z 140.1K followers, XXX engagements

"October 2025: Deloitte Australia forced to refund $290000 to the government. Their crime AI-generated fake legal citations in official reports. Microsoft's Azure OpenAI completely fabricated sources. Nobody caught it until after submission"
X Link @karlmehta 2025-10-17T13:15Z 140.1K followers, XXX engagements

"But here's what's terrifying: IBM's 2025 report reveals XX% of organizations lack ANY adequate AI access controls. XX% have already suffered breaches involving AI models. We're watching a systemic collapse of AI governance in real-time"
X Link @karlmehta 2025-10-17T13:15Z 140.1K followers, XXX engagements

"Air Canada learned the hard way: Customer sued after their chatbot gave false bereavement fare info. Court ruling: The airline is XXX% liable for AI representations. The chatbot IS the company legally. Every AI mistake = corporate liability"
X Link @karlmehta 2025-10-17T13:15Z 140.1K followers, XXX engagements

"Here's the pattern nobody's connecting: 2023: Data leaks (Samsung) 2024: Misinformation liability (Air Canada) 2024: Medical transcription errors (OpenAI Whisper) 2025: Hallucinated government reports (Deloitte) 2025: Systemic bias lawsuits (Workday) It's escalating"
X Link @karlmehta 2025-10-17T13:15Z 140.1K followers, XXX engagements

"The next wave of AI disasters is preventable. But only if companies act NOW. Before their chatbot creates legal liability. Before their AI discriminates. Before hallucinations hit production. Smart money is on prevention not damage control"
X Link @karlmehta 2025-10-17T13:15Z 140.1K followers, XXX engagements

"If you're deploying AI in your organization you need proper governance. TrustModel AI provides the complete framework: ✓ Hallucination & bias testing ✓ Real-time monitoring ✓ Audit-ready documentation Don't become the next headline:"
X Link @karlmehta 2025-10-17T13:15Z 140.1K followers, 1261 engagements

"Remember Samsung's 2023 disaster Engineers uploaded confidential semiconductor code to ChatGPT. The entire company's IP exposed to OpenAI's servers. Result: Global ban on AI tools. Reputation destroyed"
X Link @karlmehta 2025-10-17T13:15Z 140K followers, XXX engagements

"The Workday lawsuit is even worse. Their AI hiring tool allegedly discriminated by race age and disability. Now it's a certified class action under ADEA. The EEOC confirmed: Their algorithms made substantive employment decisions. Millions in potential damages"
X Link @karlmehta 2025-10-17T13:15Z 140K followers, XXX engagements

"The companies that survived these disasters all learned the same lesson: AI needs three layers of protection: Pre-deployment validation for bias/hallucination Real-time monitoring for drift and anomalies Transparent audit trails for compliance Most have none"
X Link @karlmehta 2025-10-17T13:15Z 140K followers, XXX engagements

"Looking forward to speaking on AI in Healthcare in NYC"
X Link @karlmehta 2025-10-17T14:18Z 140K followers, 1519 engagements

"BREAKING: Salesforce's $200B company ran a 9-month AI experiment. They gave AI agents access to their entire customer support engineering and sales. Result: X million conversations. 360000 hours saved. But what Marc Benioff admitted on camera changed everything: THREAD🧵"
X Link @karlmehta 2025-10-10T13:00Z 140K followers, 42.2K engagements

"There's a reason smart companies are turning to specialized AI governance platforms. They've seen what happens without proper frameworks: Deloitte's $290000 refund Samsung's IP catastrophe Workday's discrimination lawsuit Prevention costs XX% less than cleanup"
X Link @karlmehta 2025-10-17T13:15Z 140K followers, XXX engagements

"Exciting launch of my second book AI for Digital Public Infrastructure (DPI) here in #Davos. Extremely grateful to all my mentors and colleagues with whom i have been involved in AI for 23+ years across my three companies - EdCast (Acq. by Cornerstone) PlaySpan(Acq. by VISA) and MobileAria (Acq by WirelessMatrix) as well my work with Government leaders in the Indo-Pacifc. Enjoyed the interview at book launch and i hope you will enjoy watching it as well as reading the book. #AI #dpi #quad #india #WEF2024"
X Link @karlmehta 2024-01-16T03:32Z 140K followers, 578.6K engagements

"8/ Treasury Secretary Scott Bessent: Managing trade queue with 75+ countries bringing "their best offers." Successfully handling debt ceiling increase in budget bill. Emphasized shifting focus from Wall Street to Main Street"
X Link @karlmehta 2025-04-11T14:03Z 140K followers, 1.1M engagements

"Pranayama is the #1 bio hack on Earth. It fixes depression chronic stress and reverses aging naturally. Recently I've been researching its healing benefits. What I found will blow your mind. Here's what it is and how to perform it the right way (according to science): 🧵"
X Link @karlmehta 2025-07-14T13:41Z 140K followers, 4.4M engagements

"Cold exposure is one of the most ignored natural remedies on Earth. Used right it melts fat reverses your age and reduces inflammation in the bodyyet no one talks about it. So I started researching its healing benefits. What I discovered will blow your mind: 🧵"
X Link @karlmehta 2025-07-25T13:00Z 140K followers, 9.3M engagements

"The Scotland Meeting Just Changed EverythingAnd Nobody Saw This Coming Trump and von der Leyen announced a XX% tariff deal but that was just the cover story. The real deal was never about tariffs. Since the media won't tell you here's the real breakthrough. A Thread 🧵"
X Link @karlmehta 2025-07-29T13:00Z 140K followers, 16.7M engagements

"He predicted: The Deep Learning revolution (2008) The online education boom (2011) China's massive AI dominance (2014) Now Andrew Ng revealed X opportunities that will create more millionaires than anything before. Here's what you should know (& how to prepare): 🧵"
X Link @karlmehta 2025-08-23T13:15Z 140K followers, 2.2M engagements

"BREAKING: MIT just analyzed XXX AI deployments worth $XX billion & the results are devastating. Turns out XX% of enterprise AI projects deliver zero measurable business impact. Here's what the data revealed: (hint: the pattern matches every major technology bubble we've seen)"
X Link @karlmehta 2025-08-28T13:00Z 140K followers, 699.6K engagements

"He predicted: AI vision breakthrough (1989) Neural network comeback (2006) Self-supervised learning revolution (2016) Now Yann LeCun's X new predictions just convinced Zuckerberg to redirect Meta's entire $20B AI budget. Here's what you should know (& how to prepare):"
X Link @karlmehta 2025-09-03T13:15Z 140K followers, 2.2M engagements

"5/ Small specialized models beat giants The SLM market grows from $930M to $5.45B by 2032. Why Token prices crashed 90%. Edge computing is exploding. Edge computing spending will hit $378B by 2028. The shift is happening NOW"
X Link @karlmehta 2025-09-24T13:00Z 140K followers, 2565 engagements

"The AI disaster timeline reveals an escalating pattern: 2023: Data leaks (Samsung IP exposure) 2024: Liability for misinformation (Air Canada) 2025: Fabricated citations (Deloitte) 2025: Discrimination lawsuits (Workday) The failure modes are getting more sophisticated and expensive"
X Link @karlmehta 2025-10-20T14:30Z 140K followers, 1328 engagements

"Harvard tracked XXX people for XX years to find the secret to longevity. The answer wasn't diet exercise or genetics. It was something most people completely overlook. Once you see it you can't unsee it. Here's what it is how it works & how to master it: 🧵"
X Link @karlmehta 2025-10-15T13:46Z 140K followers, 53.1K engagements

"This is Andrej Karpathy. Former Tesla AI Director who built their self-driving system from scratch. He just spent X hours with Dwarkesh Patel revealing mind-blowing truths about AI that XX% of people wouldn't know. Here are X insights that will change how you think about AI:"
X Link @karlmehta 2025-10-19T13:00Z 140K followers, 64.4K engagements

"1/ Why It's The Decade of Agents (Not The Year) Karpathy's reaction to AI hype: "We'll be working with these things for a decade." Current agents lack intelligence multimodality and continual learning. "They're cognitively lacking and it's just not working.""
X Link @karlmehta 2025-10-19T13:00Z 140K followers, 4734 engagements

"3/ Reinforcement Learning Is Broken Here's the brutal truth about how AI learns: You do 100+ attempts at solving a problem. One gets the right answer. RL upweights EVERYTHING in that solution even the mistakes. Karpathy: "You're sucking supervision through a straw.""
X Link @karlmehta 2025-10-19T13:01Z 140K followers, 4149 engagements

"8/ The Billion-Parameter Prediction Karpathy's contrarian take: In XX years we'll have very intelligent AI at just X billion parameters. Not trillion. Billion. "Delete the memory. Keep the cognitive corethe algorithms for thought problem-solving the cognitive glue of acting.""
X Link @karlmehta 2025-10-19T13:02Z 140K followers, 3111 engagements

"9/ The Coming Loss of Control Karpathy's biggest fear: "A gradual loss of control and understanding of what's happening." Not a single rogue AI but multiple autonomous entities competing with each other. "Fewer and fewer people who understand it. A gradual loss of control." This is why governance matters now"
X Link @karlmehta 2025-10-19T13:02Z 140K followers, 2680 engagements

@karlmehta
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