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Tahir Mahmood Profile
Tahir Mahmood

@Tahir_Mahmood

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1K
Following
889
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202
Statuses
2K

CTMO & co-founder of @KRNL_xyz with over 40 years in technology that started with @Microsoft in 1989 as the lead for Operating Systems and Programming Languages

Bangkok, Thailand
Joined April 2009
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@Tahir_Mahmood
Tahir Mahmood
4 days
Ho Chi Minh City, Vietnam has been fun, but now it’s time to meet a few of our developers in Hanoi and get our core technology tested to death ☠️
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@Tahir_Mahmood
Tahir Mahmood
9 days
More team members of @KRNL_xyz getting the latest alpha at @Convictionvn
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@Tahir_Mahmood
Tahir Mahmood
10 days
By sheer coincidence I found out @eth_vietnam is on at the same time as @Convictionvn in HCMC so I obviously had to attend. I got to meet the founder and connect with her so I’m even more excited.
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@Tahir_Mahmood
Tahir Mahmood
10 days
Just landed in Ho Chi Mi City, Vietnam to attend the Conviction 2025 event:
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@Tahir_Mahmood
Tahir Mahmood
18 days
Ask how it fails before you ask how it scales.
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@Tahir_Mahmood
Tahir Mahmood
21 days
Fast iteration beats perfect planning.
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@Tahir_Mahmood
Tahir Mahmood
22 days
Verifiable compute is coming faster than people think:. → zkML for inference. → zkTLS for data. → TEEs for secure enclaves. → Onchain attestations for provenance. It’s happening layer by layer.
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@Tahir_Mahmood
Tahir Mahmood
24 days
The goal is not to “move the internet onchain.”. It’s to make the internet provable. AI, compute, routing, data, all of it. Composable and verifiable.
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@Tahir_Mahmood
Tahir Mahmood
26 days
We’re entering the post trust phase of AI. It’s not enough to ask “what did the model say?”.You need to know:. ~ Which model?.~ Which weights?.~Which dataset?.~ Who approved the output?.~ Can I verify all of that cryptographically?. If not, it’s just vibes.
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@Tahir_Mahmood
Tahir Mahmood
26 days
Crypto infra is now a public good for the AI economy:. ~ Global consensus.~ Neutral settlement.~ Cryptographic audits. We spent a decade building this. Time to use it.
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@Tahir_Mahmood
Tahir Mahmood
28 days
Every infra cycle has the same story:. → More automation. → More delegation. → Then someone asks: “Who’s auditing the automator?”. That’s where verifiability comes in.
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@Tahir_Mahmood
Tahir Mahmood
28 days
AI inference will get cheaper. AI infrastructure will get faster. But AI auditability will become mandatory.
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@Tahir_Mahmood
Tahir Mahmood
1 month
Compute is cheap and getting cheaper. Trust isn’t. Verifiability will become the scarce asset in AI infrastructure.
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@Tahir_Mahmood
Tahir Mahmood
1 month
Distributed compute got its execution layer (Rollups). Now distributed AI gets its provenance layer (KRNL). Verifiability is how real-world AI earns trust imo.
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@Tahir_Mahmood
Tahir Mahmood
1 month
Next stop a short hop to Barcelona, Spain from Manchester, U.K. to attend the Tech Barcelona Summer Party 2025. #InBarcelonaWeTech
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@Tahir_Mahmood
Tahir Mahmood
1 month
Observability ≠ explainability ≠ verifiability. Your dashboard might show the output. Your LLM might say why. But only a verifiable log can prove it, to another system, to a user, or to a regulator.
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@Tahir_Mahmood
Tahir Mahmood
1 month
Snapshots are dead. Modern AI retrains weekly, updates weights daily, and serves new prompts hourly. If you’re not logging + hashing + fingerprinting every event at runtime, you’re flying blind.
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@Tahir_Mahmood
Tahir Mahmood
1 month
It’s such a pleasure to welcome my co-founder @asim_eth to my home in the U.K. especially when he comes bearing gifts 🍦
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@Tahir_Mahmood
Tahir Mahmood
1 month
Thank you to Apple for showing my nephew the power of the Vision Pro. I got to discuss the new features with the most recent update so I can take advantage of them on mine that I bought in February 2024.
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@Tahir_Mahmood
Tahir Mahmood
1 month
I think Verifiable AI is base layer infra for regulated AI. You wouldn’t deploy finance without audit logs. Don’t deploy AI without cryptographic traceability. :).
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