بخشی از آنچه ایران در ماهشهر و عسلویه از دست داد. از کار انداختن زیرساخت‌های پایه و صنایع مادر یک کشور یعنی کاهش درآمد ملی، اختلال در زنجیره‌های تأمین، بیکاری، تورم، قحطی و فقر. محیط زیست برای یک ملت فقیرتر و محتاج‌تر به نان شب و نگران‌ بقا یک اولویت نخواهد بود. #پتروشیمی

Many Iranians supported your war, because your plan was to liberate Iran. Instead you celebrate sending a civilization to the Stone Age. Great leaders build, not destroy. They serve humanity, not murder schoolgirls in the name of Jesus Christ. I weep to see America like this.

Three years ago we started working on a stealth project that we weren’t sure we’d ever talk about publicly... until today. Breakthrough: Introducing LFM-Zero: the first foundation model trained on 0 tokens. No pretraining. No finetuning. No data. Instead, we initialize from an implicit probabilistic prior over the underlying data-generating process, allowing the model to converge without ever observing data. LFM-Zero matches or surpasses models trained on 10T tokens across reasoning, coding, and multimodal tasks. Turns out that pretraining was just regularization that was holding us back. > Read our Tech Report here: tinyurl.com/lfm-zero

From "help is on the way” for Iranian protestors to threatening war crimes against an entire population. The United States is being run by a maniacal tyrant hell bent on destroying this country and the world along with it.

هدف قرار دادن عمدی ساختمان زرافشان حتی اگر حیوانات پاسدار از ساکنین آن سپر انسانی ساخته باشند جنایت است گرامیان. جنایت را به رساترین شکل ممکن محکوم کنید. نسبت به جان ایرانی بی گناه حساس باشید و حساسیت تان را نسبت به رنج هموطنانتان نشان بدید. وظیفه ما توجیه رفتار طرف خارجی نیست

Nothing is wrong with changing your opinion on something after learning new information. It's a sign of intelligence.

Don't do RAG Proposes cache-augmented generation (CAG) to eliminate retrieval latency and minimize retrieval errors. What is CAG? CAG aims to leverage the capabilities of long-context LLMs by preloading the LLM with all relevant docs in advance and precomputing the key-value (KV) cache. The preloaded context helps the model to provide contextually accurate answers without the need for additional retrieval during runtime. When to apply CAG? It's a useful alternative to RAG for cases where the documents/knowledge for retrieval are of limited, manageable size. My thoughts: As LLMs advance in capabilities, I suspect that what we know as RAG today could change significantly either architecturally or how it's optimized. CAG is one in a growing list of developments and new ideas that have emerged recently to address limitations like poor retrieval relevancy and latency. There could also be hybrid methods that combine preloading with selective retrieval. Don't sleep on long-context LLMs. They are here to stay.

I was honoured to be invited to speak at the 1st International Workshop on Responsible AI for Healthcare and Net Zero, organised by the @UniOfHull and the @iitmadras in Chennai. Thank you, @prof_thakker, @Koo_ec , @Rameez_Raja_RSK, Bhupesh, @jabberjabber0, Will and Xinhui!

I'm delighted to announce that our latest paper, 'Measuring AI Fairness in a Continuum Maintaining Nuances: A Robustness Case Study', has been published in the IEEExplorer journal ieeexplore.ieee.org/document…. Many thanks to @Koo_ec, Yiannis, and @prof_thakker.

Programme for the International workshop on #ResponsibleAI for #Healthcare and #NetZero co-organised with @iitmadras is live : 3 keynotes, 11 invited talks, 8 talks from published work, and a panel. Free registration: responsibleaihull.com/events… @ravi_iitm @cerai_iitm @ResAIHull

I attended and presented my research poster at #PiFORUM24 at the University of Leicester. I enjoyed meeting wonderful mathematics researchers there!

Congratulations @KunikoPaxton ! Kuniko is one of our hard working PhD researchers as well as being a Graduate Teaching Assistant on our MSc AI & Data Science from which she is a graduate!

🚨🤝Excited to partner with @Uber to accelerate automated driving. Together, we are teaming up with automakers to integrate our Embodied AI technology into consumer vehicles. 🚘 Our mapless, end-to-end driving AI will support the needs of automakers in any location, delivering a safer and more enjoyable driving experience through all levels of automation.🚀🌏 Uber’s strategic investment will help us push forward our tech development, bringing Wayve-powered self-driving vehicles to the Uber network. Buckle up for the ride! wayve.ai/press/wayve-and-ube… #EmbodiedAI #AutonomousVehicles

I appreciate this opportunity @turinginst! Thank you for supporting @Koo_ec, Yiannis and @prof_thakker! turing.ac.uk/research/resear…

UPDATE: #ResponsibleAI workshop co-organised by @ResAIHull, @daimhulluni @UniOfHull @cerai_iitm @iitmadras. Two fantastic keynote speakers confirmed. @Raghu__ & @sandeep_chatter Details: responsibleaihull.com/events… linkedin.com/posts/professor… @ravi_iitm @Koo_ec @jabberjabber0

Apply by 31 July for this funded #PhD with our #AuraCDT @edfenergy & @DEI_durham at @durham_uni Help overcome tech challenges involved in the #RDI & roll-out of Floating Offshore Wind #FOWT Info & link to apply: auracdt.hull.ac.uk/research-…

2/2 Work with us on research that will look at the problem of assuring navigational elements within Maritime Autonomous Surface Ships. Supervision provided by the CfAA, the UK Hydrographic Office & Maritime and Coastguard Agency. No proposal needed. bit.ly/MaritimeAutonomyPhD

I am pleased to be involved with this workshop, "CODE THE FUTURE WITH AI, GIRLS!" at the @UniOfHull with the @ResAIHull members! responsibleaihull.com/post/c…

well done to our group members @KunikoPaxton and @Koo_ec! read more about their talks at @pintofscience here: responsibleaihull.com/post/p…

🚀 Exciting News! Join us at the 1st Int'l Workshop on Responsible AI for Healthcare & Net Zero, co-organized by @iitmadras & @UniOfHull, on Oct 16-17, 2024! 🌍 Details: responsibleaihull.com/events… @prof_thakker @ravi_iitm @Koo_ec @bhupesh5 @jabberjabber0