Bhaskar Dhariyal

@qatarairways Hi, I’m sorted. Thanks for help.

@haskarb_ @haskarb_ Hi Thank you for reaching us. Kindly DM us to assist accordingly. Thank you.

Qatar Airways Operates Limited Flight Schedule to and from Doha With Qatar Airways flights still temporarily suspended due to the closure of Qatari airspace, we are doing everything possible to support affected passengers and help reunite them with family and loved ones. We recognise this may be unsettling and appreciate your patience and understanding during this time. Operations will resume once the Qatar Civil Aviation Authority confirms the safe reopening of Qatari airspace. Following temporary authorisation from the Qatar Civil Aviation Authority allowing limited operating corridors, Qatar Airways plans to operate select flights in the coming days to support passengers affected by the disruption. These flights do not constitute confirmation of the resumption of scheduled commercial operations. To book these flights and for the latest flight updates, please visit the Qatar Airways website or App, or contact a travel agent. You can check our latest flight schedule at qatarairways.com/schedule In addition, Qatar Airways has organized selected direct point-to-point flights to help passengers continue their journeys. Eligible passengers for point-to-point flights will be contacted directly by Qatar Airways. Passengers are kindly asked not to arrive at their departure airport unless they hold a valid, confirmed ticket for travel. The safety and wellbeing of our passengers and crew remain our highest priority. We apologise for the disruption caused by circumstances beyond our control and thank our passengers for their patience and understanding. Passengers with confirmed bookings between 28 February and 22 March 2026 may choose two complimentary date changes (up to +14 days from the original travel date) or a refund of the unused ticket value. To modify your booking visit qatarairways.com/manage For passenger FAQs and support guidance, visit qatarairways.com/LatestFAQs For operational updates, visit our travel alert page qatarairways.com/travelalerts 1/2

Hi @qatarairways @qrsupport . Can you please reply to the DM. Im not able to connect with you on call or via chat. I’m flying to Dublin on 14th and this morning flights are cancelled.

The amount of spammers reacting to this is hilarious. They are asking me to download worldremit, providing incoherent information. Im still waiting support from @qatarairways @qrsupport

@qatarairways I’m scheduled to Dublin on 14th March. My flight is cancelled, and have been trying to call you since morning. Please help.

@TheGlobalMinima I have been arguing this among my friends and juniors. AI engineering is more engineering less AI.

Backend engineering that is essential for ai engineers > API & service design (REST, gRPC) > message queues & event systems (kafka / redis) > databases & caching (postgres / qdrant / memgraph / redis // personal recommendations) > async programming > observability These are pure backend engineering concepts that do not include ai specific functions. There’s a lot more depth that can be explored, but the listed topics are highly recommend now !!

The previews are nuts.

@gauravtoshniwal PLAYBOOK

One of our customers cut their MTTR from 47 minutes to 11 minutes. That's a 76% reduction in incident response time. THey also reduced false positive alerts by 40%. ❌ additional headcount. ❌ workflow changes. I've documented the exact 5-step framework we used in a guide: "The AI-Assisted Incident Response Playbook" Inside you'll get: → The 3 alert patterns that create 80% of your noise (with filtering rules) → Our exact RCA template that cuts investigation time in half → The incident context checklist that eliminated repeat escalations → 7 monitoring integrations that give AI the data it needs to help → The 30-day implementation roadmap (with team size: 5-50 engineers) → Real incident examples with before/after response times This is the same framework that helped us: Reduce 2am pages by 67% Drop mean time to detect from 23min to 6min Free up 12 engineering hours per week per SRE I'll send it to anyone who likes + comments "PLAYBOOK" below. (Available for the next 48 hours only) P.S. This works whether you're using Datadog, New Relic, or Prometheus. The framework is tool-agnostic.

@fooobar Seems like industry is also optimising at serving layer, beyond architecture.

A few examples being: RoPE, GQA / MLA, SwiGLU, MoE (but sparse compute per token) - Each one trying to squeeze more juice from the same backbone. Did I miss anything big? Please comment.

Have lately been pondering over what changed and what remained the same since the landmark paper "Attention is all you need" Transformers are clearly not dead, rather thriving. They’ve just been relentlessly optimised.

@docmilanfar It’s real, You can check this for yourself. I’ll make sure not to read these. Can we auto black list the authors?

AI teams are like football ⚽️ teams. 1. Good teams buy the best local and foreign talent. 2. The UK has great players but no team. 3. Corporations own teams in foreign countries. 4. The US owns almost all teams: @GoogleDeepMind @MicrosoftAI @AnthropicAI @OpenAI @xai @Meta etc. 5. Europe only has 1 small team @MistralAI - European management and laws are rubbish for creating teams. No team means no one will care about your opinion. 6. I think Canada has 1 small team @cohere despite having had the best academies. 7. China has many good teams and an excellent academy, and focused management with winning mentality @deepseek_ai @Alibaba_Qwen @Skywork_ai etc. 8. Middle East money is starting to rule, but people: AI is not football. I play for a supportive and exceptional US team @MicrosoftAI in the UK. I’m loving it, and my team empowers me to teach AI online and travel to teach AI in Africa and LatAm. My previous team @GoogleDeepMind is also amazing in this regard. If any European politicians get to read this they should see their biggest growing problem. @EuroParlPress @EU_Commission @uksciencechief @SciTechgovuk Wake up! Only France is seeing it. Again: Africa, LatAm, India, etc are all out of the picture. It’s hard to overcome history even in the age of AI.

@patel_zeel_ Why not just import base classes from existing libraries and build upon them. Saves lot of time.

I have always wondered if I should 1. build upon existing libraries to save time and ride the wave OR 2. write the code from scratch and make use of the flexibility that comes with it. Path #1 has left me stuck many times. Path #2 has left me overly occupied. No free lunch 🙃

Excited to advertise a fully funded PhD Scholarship with me @tcddublinscss in "Developing and Evaluating Interpretable Approaches for Human-Centered Machine Learning". Please like and share with your network 🥳🎉

How can explainable AI empower fact-checkers to tackle misinformation? 📰🤖 We interviewed fact-checkers & identified explanation needs & design implications for #NLP, #HCI, and #XAI. Excited to present this work with @IAugenstein @quillis at #chi2025! arxiv.org/abs/2502.09083

Our new MSc in Advanced AI is now open for admissions (ucd.ie/courses/Advanc…). This is a one-year, full-time MSc programme delivered on-campus at @ucddublin by leading researchers in AI @UCDCompSci @insight_centre @ml_labs_irl

holy cow guy who writes (very helpful!) blogs about logistic regression, activation functions, validation sets, et cetera has an h-index of 59 that's higher than almost all the researchers i've ever met interesting strategy 🤔

Happy to see research highlighting the impact of efforts like the Swachh Bharat Mission. Access to proper toilets plays a crucial role in reducing infant and child mortality. Clean, safe sanitation has become a game-changer for public health. And, I am glad India has taken the lead in this. nature.com/articles/s4159…

This week we released aeon v0.10, with 15 contributors since last release, including 5 new to aeon. We also announced our plan to deprecate legacy code in version 1.0, coming this Summer. This includes the entire forecasting module. New forecasting implementations coming soon.

what a game, could barely breathe, everything that makes sports incredible. Congrats India, so well deserved! SA was incredible. Amazing #WorldT20

📸 Frame This! WE HAVE DONE IT! 👏 🏆 #T20WorldCup | #TeamIndia | #SAvIND | @ImRo45