Kanwarnihal Singh Gill

Building attestmcp — compliance evidence for AI agent memory.
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[Kanwarnihal Singh Gill @knsgill]

5 fights at the White House. 5 correct. 🎯

✅ Ruffy — we said 60% UPSET → R1 TKO
✅ O'Malley 68% → R2 KO
✅ Hokit 66% → R2 TKO
✅ Nickal 68% → R1 KO
✅ Lopes 58% → R2 TKO

Every. One. A finish.
Topuria & Pereira still to come 👇
https://t.co/gHLnCj12mH

[Kanwarnihal Singh Gill @knsgill]

Through 2 fights at the White House, our AI is 2/2 🎯

✅ Nickal — we called 68%. R1 KO.
✅ Lopes — we called 58%. R2 TKO.

Both finishes. 5 to go.

Every pick, every fight 👇
https://t.co/gHLnCj12mH

[Kanwarnihal Singh Gill @knsgill]

Diego Lopes 58%, Steve Garcia 42%.

Garcia's on an 8-fight tear, most by early KO. Is 42% disrespectful? 👇
https://t.co/mLOLBhewUq

[Kanwarnihal Singh Gill @knsgill]

Our AI gives O'Malley 68% over Zahabi — built on a 4-inch reach edge and Zahabi's slow starts (12 sig strikes in R1 vs Basharat).

Every claim cites a real fight. Where's it wrong? 👇
https://t.co/8ck3Sred7M

[Kanwarnihal Singh Gill @knsgill]

Tag the friend who STILL thinks Chandler walks through Ruffy 👀

The numbers say otherwise:
https://t.co/gzJXevTNp9

[Kanwarnihal Singh Gill @knsgill]

❤️ = Topuria finishes Gaethje
🔁 = Gaethje pulls the upset

The model's full read 👇
https://t.co/sCS5MBOFvV

[Kanwarnihal Singh Gill @knsgill]

7 fights. 7 AI predictions. 🔖

Bookmark this — we're grading every pick after Freedom 250.

Full card 👇
https://t.co/gHLnCj12mH

[Kanwarnihal Singh Gill @knsgill]

Derrick Lewis is 41. Josh Hokit is undefeated and a 66% favorite in our model.

One more highlight KO left for the Black Beast? 👇
https://t.co/aoQuEWti7w

[Kanwarnihal Singh Gill @knsgill]

Pereira jumping to heavyweight for Gane is a bigger gamble than people admit — every bout on his record is 185 or 205.

Power carries up, or catches up? 👇
https://t.co/d8buy48fJb

[Kanwarnihal Singh Gill @knsgill]

Hot take: Mauricio Ruffy retires Michael Chandler's title hopes Saturday.

12 of 13 wins by KO. Chandler's 1-4 in his last 5.

Agree or disagree? 👇
https://t.co/gzJXevTNp9

[Kanwarnihal Singh Gill @knsgill]

Biggest upset brewing at Freedom 250? ⚡

We scouted every fighter — see who the data says is live:
https://t.co/gHLnCj12mH

[Kanwarnihal Singh Gill @knsgill]

FREEDOM 250 main event, one pick. 🏆

Topuria or Gaethje?

Our model says Topuria 67% — full breakdown, every claim cited:
https://t.co/sCS5MBOFvV

[Kanwarnihal Singh Gill @knsgill]

No vibes. No "looked great in camp."

Every line in every report points to a specific recorded bout — and when the data's thin, it says so instead of guessing.

Scouting with receipts.

Whole card 👇
https://t.co/gHLnCj12mH

[Kanwarnihal Singh Gill @knsgill]

The UFC is fighting on the White House lawn. 🇺🇸

So we ran all 14 fighters through our AI fight scout — the kind of opponent breakdown coaches pay for.

Topuria 67% over Gaethje.
Ruffy upsets Chandler.
Every claim tied to a real recorded bout. No hype.

Whole card, free, no login 👇
https://t.co/LsJVJxSlnd

[Kanwarnihal Singh Gill @knsgill]

Lopes vs Garcia

Model: Lopes 58%.
Championship rounds + 7 career subs vs Garcia, on an 8-fight win streak, most by early KO.
Live dog with real one-shot power.

👇
https://t.co/mLOLBhewUq