Prem Sankar G
@premsankar
Followers
2K
Following
3K
Media
49
Statuses
5K
Technology strategist | AI/ML, microservices evangelist | Speaker | Opensource contributor. Opinions are my own
Zionsville, IN
Joined October 2007
.@satyanadella gave me and @dylan522p an exclusive tour of Fairwater 2, the most powerful AI datacenter in the world. We then chatted through Satya's vision for Microsoft in a world with AGI. 0:00:00 - Fairwater 2 0:04:15 - Business models for AGI 0:13:42 - Copilot 0:20:56 -
247
737
4K
A Survey of Context Engineering 160+ pages covering the most important research around context engineering for LLMs. This is a must-read! Here are my notes:
23
320
2K
Announcing NVIDIA Project DIGITS, a personal AI supercomputer that’s powered by the NVIDIA GB10 Superchip and based on #NVIDIAGraceBlackwell architecture. https://t.co/KTemx5PYND Preconfigured with the NVIDIA AI software stack, developers, researchers, data scientists and
163
807
4K
Nvidia unveils Hymba - an approach to efficient NLP -
infoq.com
NVIDIA researchers have unveiled Hymba 1.5B, an open-source language model that combines transformer and state-space model (SSM) architectures to achieve unprecedented efficiency and performance....
0
0
0
🙏✨ A Year-Long Journey—Now Complete ✨🙏 After 1 year of devotion, I’m humbled to share 5 hours and 44 minutes of Sivavakkiyar’s divine verses. Hearing “ஓடி ஓடி / ஓம் நமசிவாய” in temples feels truly blessed. 🌸 This is more than music—it’s a prayer, a tribute to Lord Shiva. I
42
188
713
DataLab: A Unified Platform for LLM-Powered Business Intelligence Introduces DataLab, a unified BI platform that integrates an LLM-based agent framework with an augmented computational notebook interface. DataLab achieves state-of-the-art performance on various BI tasks across
7
109
497
Reverse Thinking Makes LLMs Stronger Reasoners Shows that training LLMs to learn "reverse thinking" helps to improve performance in commonsense, math, and logical reasoning tasks. It claims to outperform a standard fine-tuning method trained on 10x more forward reasoning.
10
118
602
Introducing the Model Context Protocol (MCP) An open standard we've been working on at Anthropic that solves a core challenge with LLM apps - connecting them to your data. No more building custom integrations for every data source. MCP provides one protocol to connect them all:
233
987
7K
A Thread of photos and videos featuring humans next to enormous things to illustrate their size 1. Old salt mine in Romania
338
6K
61K
Elon Musk's full speech at Trump's rally in Butler, Pennsylvania today.
2K
14K
74K
SQL injection-like attack on LLMs with special tokens The decision by LLM tokenizers to parse special tokens in the input string (<s>, <|endoftext|>, etc.), while convenient looking, leads to footguns at best and LLM security vulnerabilities at worst, equivalent to SQL injection
152
446
3K
SUPPORT OF #Astikas SOLICITED! Kindly share this post(er) with your friends & relatives! #Astikas in the US of A, GC Vedic (Priya & Narayanan) is presenting my tour in 2024. I will be delivering 31 discourses (30 in English, 1 in தமிழ்) in 30 days spread across #NewJersey,
5
30
73
Day 24 of llm.c: we now do multi-GPU training, in bfloat16, with flash attention, directly in ~3000 lines of C/CUDA, and it is FAST! 🚀 We're running ~7% faster than PyTorch nightly, with no asterisks, i.e. this baseline includes all modern & standard bells-and-whistles: mixed
209
628
7K
Learn more about how Microsoft Janus enabled Cohere driven Multi-G ecosystem
techcommunity.microsoft.com
O-RAN-compatible architecture gives operators the tools to optimize networks using AI/ML and dynamic data
0
0
0
@Cohere_MultiG & @VodafoneGroup successfully complete #5G field test of Universal Spectrum Multiplier software which can improve #4G and #5G network capacity by up to 50%... PR at https://t.co/cLdaB0JcPH
1
3
6
Current state of the market: 60 minutes is airing a "rare interview" with Fed Chair Powell tonight at 7:00 PM ET. The interview will "ask about the future of interest rates" and "what the Fed might do next." This comes in the midst of the Fed's biggest interest rate hike
98
337
2K
Research Topics in RAG - Essential For Increasing Accuracy of Custom LLM Apps Building a good custom LLM app is non-trivial and typically involves RAG. While naive RAG is easy to implement, it rarely does well. We still need research in the following key areas so it becomes
15
71
352
Business success and growth is dependent upon trust, data, and AI https://t.co/H1qBJ9XZgz via @ZDNET & @ValaAfshar
zdnet.com
The future of business is AI-driven. And the value of AI in your organization will depend on trusted data.
0
0
0
How you can use these 5 Secret Hand mudras to your advantage... (They wanna hide this from you)
45
2K
7K