Muthukumaran

Sofware professional based out of Chennai. I love books, movies, driving, food, music, trekking, sports, technology, in no particular order.

[Appen Research @AppenResearch]

New benchmark: RADAR evaluates 21 frontier models on vulnerability identification across 41 real-world XBOW codebases, scored against human expert ground truth.

Primary metric is recall (asymmetric cost structure in security). Top result: 62.4%.

The recall/F1 ranking inversion is stark - top 5 by recall, zero overlap with top 5 by Macro F1.

Info disclosure (largest vuln class, 20 GT findings): 44% avg recall across the field. Auth bypass: 29%. Session management: 18%.

Methodology + leaderboard → https://t.co/FgdsAfQ6o0

[FootballFunnys @FootballFunnnys]

Crystal Palace star Brennan Johnson has started dating OF actress Lily Phillips, who set a world record last December by sleeping with 101 men in 24 hours...

Imagine the shame of going home to your parents and having to tell them your partner used to play for Tottenham... 🤣

[Muthukumaran @Muthukumaran]

Hot take: @FCBarcelona getting knocked out robbed us of the UCL final we actually deserved. @PSG_English vs @FCBarcelona would’ve been a masterpiece. @Arsenal in a Champions League final still doesn’t feel real to me. No disrespect… actually, a little disrespect. #UCLFinal

[Muthukumaran @Muthukumaran]

You meant “devastated”?

[The Touchline | 𝐓 @TouchlineX]

📸 - MIKEL ARTETA IS DESTROYED AFTER LOSING THE CHAMPIONS LEAGUE FINAL! 💔

[Muthukumaran @Muthukumaran]

Lolllllllll. Whole of football nation celebrating that 🥳🥳🥳

[Arsenal @Arsenal]

We miss our final penalty.

PSG - ✅✅❌✅✅
Arsenal - ✅❌✅✅❌

[Muthukumaran @Muthukumaran]

Wooooffff. Finally,It’s over. @PSG_English are champions are Europe once again, deservedly. This Arsenal team honestly got no business even to be playing the prestigious finals. Now, Luis Enrique as we already discussed and agreed upon, resign as PSG coach &move your ass to @LFC

[Muthukumaran @Muthukumaran]

Arsenal don’t have a single class player.. they are all crap. If they win the coveted Champions Trophy with this team it is death of football man. With all the substitutions, now PSG getting into that territory on pitch. Yawn.

[Muthukumaran @Muthukumaran]

Dear @PSG_English this is not funny. Start playing and save the world, please.

[Muthukumaran @Muthukumaran]

So you are saying basically yomif is Arsenal of marathons. Thanks.

[Queenatletica @Queenatletica]

Yomif Kejelcha may have one of the wildest range profiles in distance running history.

In this moment:

Second-fastest man ever at 5K.
Second-fastest ever at 10K.
Second-fastest ever at the half marathon.
Second-fastest ever at the marathon

Yomif Kejelcha is basically the greatest No. 2 the sport has ever seen

[Muthukumaran @Muthukumaran]

Yeah sex is great but as a Reds fan have you watched Arsenal bottle a title race at the Etihad while Liverpool win the Merseyside Derby on the same afternoon 🥳 @LFC @Everton @ManCity @Arsenal #EPL #Reds

[Muthukumaran @Muthukumaran]

@tskrishnan நன்றி சார் 😂

[Muthukumaran @Muthukumaran]

Fact check please sir @tskrishnan 🥲

[Polimer News @polimernews]

"ராஜராஜ சோழனையும் தாண்டி கோவில்களுக்கு குடமுழுக்கு செய்தவர் சேகர் பாபு" - துறைமுகம் தொகுதியில் சேகர் பாபுவை ஆதரித்து கமல்ஹாசன் பிரச்சாரம்

#Chennai | #KamalHaasanMP | #MinisterSekarBabu | #TNElection2026 | #ElectionCampaign | #PolimerNews

[Muthukumaran @Muthukumaran]

Wow. This is so frigging well done. Never expected BJP Social Media teams to be this cool. 😂

[BJP West Bengal @BJP4Bengal]

On May the 4th:

GAME OVER FOR TMC

[Muthukumaran @Muthukumaran]

Bro that will be… mental.

[Kelvin 👑 @Kelz_bania]

Imagine Sporting kick Arsenal out of the UCL this Wednesday and then City trash them next weekend.

Hospitals will be filled with patients

[Muthukumaran @Muthukumaran]

@readswithravi

[Muthukumaran @Muthukumaran]

I’ve never seen @imvangasandeep movies. He’s so succinctly blasted our rotten film industry and its propaganda.
Now - I must watch his movies, I presume. He can’t be bad.

[Sandeep Reddy Vanga @imvangasandeep]

Writers & actors built careers on propaganda, and the industry stayed quiet like cats. Now the same clan mock Dhurandhar. You don’t get to call yourself liberal if your first instinct is to Mock.
Don’t know when truth started getting labeled as propaganda...... strange times.
COMING TO THE POINT.....
I want to tell @AdityaDharFilms & @RanveerOfficial yeh kaala drishti aise nahi jaayega... Muthi bhar ke laal mirch se kaam nahi chalega.... poora khet jalana padega 🔥
Watched #Dhurandhar2‌TheRevenge last night.... Outstanding film 🙏

[Prof. Shamika Ravi @ShamikaRavi]

Beyond the national level numbers, it is important to appreciate the universal nature of poverty eradication across India. This is how it looks across NSS regions (clusters of districts within states) for Rangarajan Poverty Line. This is unprecedented!

[UNIQLO_Ambassadors @UQAmbassadors]

📢GIVEAWAY!
Roger Federer's autographed DRY-EX Polo Shirt Giveaway!
This is a special giveaway for a chance to win Roger Federer's autographed DRY-EX Polo Shirt.

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[Application Period]
10:00 AM April 1, 2026 (Wed) ～ 9:59 AM April 8, 2026 (Wed) JST

Check @UQAmbassadors profile link for terms and conditions.
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[TOI India @TOIIndiaNews]

Uttar Pradesh crime stats: 699 murders in 45 days of Akhilesh Yadav's rule http://t.co/tm8maEk5

[Muthukumaran @Muthukumaran]

This is the India we all grew up with. Even though I agree we could do better as a country, I’m thankful for what we are and where we are today mainly because of the leadership at the top. Grass root level lot to be changed still.

[TOI India @TOIIndiaNews]

Indian right-wing groups making bombs, killing people: Chidambaram http://toi.in/waOG6b