Top Trends in Enterprise Machine Learning for 2021

In the past 12 months, there have been myriad developments in the field of AI/ML. Not only have we seen shifts in tooling, security, and governance needs for organizations, but we’ve also witnessed massive changes in the field due to the economic impacts of COVID-19. Every year, Algorithmia surveys business leaders and practitioners across the […]

Building next generation marketplace: An insider's view

The non-fungible token market exceeded $40B in value at its peak in 2021. The global physical art market stands at $65B in 2022. The two markets are currently competing with each other – but for the NFT markets to win the race – it is necessary for traders and collectors to have the necessary toolkits […]

SingularityNET: 2022 Mid Year Update and Financial Report AMA

Following the release of the 2021 financial report we received a lot of questions and we thank you for your engagement! On Wednesday, August 3rd we held an AMA session to address as many of them as possible. This session was led by Dr. Ben Goertzel, CEO of SingularityNET and Janet Adams, COO of SingularityNET. […]

Highlights | Building next generation marketplace: An insider's view

The non-fungible token market exceeded $40B in value at its peak in 2021. The global physical art market stands at $65B in 2022. The two markets are currently competing with each other – but for the NFT markets to win the race – it is necessary for traders and collectors to have the necessary toolkits […]

GenZ: Youth representation in UK politics: Is there enough?

GenZ: Youth representation in UK politics: Is there enough? Studies show that less than a third of young people show any interest in politics, so how can we encourage more youth to participate? In this session we take a closer look at how we can make the ballot a fairer representation of the UK demographic, […]

Two Minute Papers: NVIDIA’s Ray Tracing AI – This is The Next Level! 🤯

❤️ Check out Weights & Biases and say hi in their community forum here: https://wandb.me/paperforum 📝 The paper “Neural Control Variates” is available here: https://research.nvidia.com/publication/2021-01_Neural-Control-Variates https://tom94.net/data/publications/mueller20neural/interactive-viewer/ 🔆 The free light transport course is available here. You’ll love it! Rendering Course Videos A course on ray tracing and global illumination ❤️ Watch these videos in early […]

Hierarchical and Continual RL with Doina Precup – #567

Today we’re joined by Doina Precup, a research team lead at DeepMind Montreal, and a professor at McGill University. In our conversation with Doina, we discuss her recent research interests, including her work in hierarchical reinforcement learning, with the goal being agents learning abstract representations, especially over time. We also explore her work on reward […]

SingularityNET: 2021 Year-End Update | Strategic Partnership Management Team, Edwin Eyre

Blog: https://blog.singularitynet.io/part-3-singularitynet-2021-year-end-update-and-a-sneak-peek-at-q1-2022-fa377c3e07a0 The Strategic Partnerships Manager, Edwin Eyre, joined the SingularityNET foundation in late 2021 and has made significant progress for partnership management strategy and organization. The Partnership Manager builds connections with collaborative and like-minded organizations to expand the effect and augment the growth of SingularityNET. —- SingularityNET is a decentralized marketplace for artificial intelligence. […]

SingularityNET: 2021 Year-End Update | Marketing, Communications, and Community Building Team, Haley Lowy

Blog: https://blog.singularitynet.io/part-3-singularitynet-2021-year-end-update-and-a-sneak-peek-at-q1-2022-fa377c3e07a0 The SingularityNET Marketing and Community Team are tasked with building broader awareness of SingularityNET and creating momentum in community growth and network adoption of the SingularityNET platform. The Team works to increase external awareness, internal communication, and community building. 2021 was extremely busy, starting with the Phase 2 vote and the growth of […]

Reinforcement learning overview (Reinforcement learning with TensorFlow Agents)

Wei Wei, a Developer Advocate for TensorFlow, kicks off a new series on reinforcement learning where we explore how you can leverage TensorFlow Agents to build your own reinforcement learning agents. Wei explains how reinforcement learning can be used to train agents to make the best decisions when performing actions in environments to maximize rewards. […]

Trends in Deep Reinforcement Learning with Kamyar Azizzadenesheli – #560

Today we’re joined by Kamyar Azizzadenesheli, an assistant professor at Purdue University, to close out our AI Rewind 2021 series! In this conversation, we focused on all things deep reinforcement learning, starting with a general overview of the direction of the field, and though it might seem to be slowing, thats just a product of […]

Better together – DeepMind: The Podcast (Season 2, Episode 3)

Cooperation is at the heart of our society. Inventing the railway, giving birth to the Renaissance, and creating the Covid-19 vaccine all required people to combine efforts. But cooperation is so much more. It governs our education systems, healthcare, and food production. In this episode, Hannah meets the researchers working on cooperative AI, and hears […]

SingularityNET: 2021 Year End Update – AI Development Team, Chief AI Officer Matt Iklè

Blog: https://blog.singularitynet.io/part-2-singularitynet-2021-year-end-update-and-a-sneak-peak-at-q1-2022-f66ff568a26a The AI Development Team includes top talent from across the globe. The team is developing world-class AI for the entire SingularityNET Ecosystem. They guide and coordinate research and development central to AI usage now, which shapes how benevolent AGI will unfold in the future. —- SingularityNET is a decentralized marketplace for artificial intelligence. […]

[ML News] Uber: Deep Learning for ETA | MuZero Video Compression | Block-NeRF | EfficientNet-X

#mlnews #muzero #nerf Your regularly irregular updates on everything new in the ML world! Merch: http://store.ykilcher.com OUTLINE: 0:00 – Intro 0:15 – Sponsor: Weights & Biases 2:15 – Uber switches from XGBoost to Deep Learning for ETA prediction 5:45 – MuZero advances video compression 10:10 – Learned Soft Prompts can steer large language models 12:45 […]

SingularityNET: 2021 Year End Update – OpenCog Hyperon Project, Dr. Alexey Potapov

Blog: https://blog.singularitynet.io/part-2-singularitynet-2021-year-end-update-and-a-sneak-peak-at-q1-2022-f66ff568a26a OpenCog Hyperon is the redesign, from the ground up, of the original “OpenCog Classic” framework for AGI, that will allow massive increases in network scalability and intelligence. OpenCog Hyperon is a leap beyond the capabilities of individual approaches to AGI or their direct hybridization, achieving another level of capability entirely. OpenCog Hyperon will […]

Introduction to TF Agents and Deep Q Learning (Reinforcement learning with TensorFlow Agents)

Wei Wei, a Developer Advocate for TensorFlow, introduces TF Agents and walks through how to use the Deep Q Learning model to solve the cartpole environment. Resources: TensorFlow Agents homepage → https://goo.gle/34i7MAI Train a Deep Q Network with TF Agents Tutorial → https://goo.gle/3oz26ZQ TF-Agent DQN example → https://goo.gle/3HxmXnM Reinforcement Learning Lecture Series 2021 (DeepMind x […]

Trends in Machine Learning & Deep Learning with Zachary Lipton – #556

Today we continue our AI Rewind 2021 series joined by a friend of the show, assistant professor at Carnegie Mellon University, and AI Rewind veteran, Zack Lipton! In our conversation with Zack, we touch on recurring themes like “NLP Eating AI” and the recent slowdown in innovation in the field, the redistribution of resources across […]

SingularityNET: 2021 Year End Update – Engineering and Development Team, Anand Rajamani

Blog: https://blog.singularitynet.io/part-1-singularitynet-2021-year-end-update-and-a-sneak-peak-at-q1-2022-72110777b757 The Engineering and Platform team of highly talented developers are focused on shaping and enhancing the SingularityNET Platform to become the global AI mind. The team is continually building and augmenting the systems and infrastructure that underpin the ecosystem’s technology products and services. Note: For those unfamiliar, here are working definitions of SingularityNET’s […]

SingularityNET: 2021 Year End Update – UX UI Design Team, Greg Kuebler

Blog: https://blog.singularitynet.io/part-1-singularitynet-2021-year-end-update-and-a-sneak-peak-at-q1-2022-72110777b757 The SinguliarityNET UX/UI team leads product design to create a user centric culture across the SingularityNET Platform and ecosystem of projects. They design intuitive and inviting interfaces for ecosystem websites, portals, and platforms. Thus allowing users to interact seamlessly with our systems and products. —- SingularityNET is a decentralized marketplace for artificial intelligence. […]

SingularityNET: 2021 Year End Update – Blockchain and Smart Contract Team, Sridhar Kolapalli

Blog: https://blog.singularitynet.io/part-1-singularitynet-2021-year-end-update-and-a-sneak-peak-at-q1-2022-72110777b757 SingularityNET’s outstanding blockchain team creates secure and efficient smart contracts for the SingularityNET ecosystem (Platform, Marketplace, and Spin-Off Project blockchain interactions). The team designs contracts that minimize friction and maximize blockchain capability. This team’s function is growing increasingly important and complex as SingularityNET becomes truly multi-chain. —- SingularityNET is a decentralized marketplace for […]

[ML News] ConvNeXt: Convolutions return | China regulates algorithms | Saliency cropping examined

#mlnews #convnext #mt3 Your update on what’s new in the Machine Learning world! OUTLINE: 0:00 – Intro 0:15 – ConvNeXt: Return of the Convolutions 2:50 – Investigating Saliency Cropping Algorithms 9:40 – YourTTS: SOTA zero-shot Text-to-Speech 10:40 – MT3: Multi-Track Music Transcription 11:35 – China regulates addictive algorithms 13:00 – A collection of Deep Learning […]

SingularityNET: Catalyst Fund7 Proposal | NFTs to own one's own data and IP

NFTs to own one’s own data and IP, Catalyst Fund7 Proposal – Problem Statement: Current data companies make products out of the personal and IP data of their customers and employees without proportionate compensation. Solution: NFTs to track data use permissions in particular products so that ones data is only leased and is always compensated […]

A Universal Law of Robustness via Isoperimetry with Sebastien Bubeck – #551

Today we’re joined by Sebastian Bubeck a sr principal research manager at Microsoft, and author of the paper A Universal Law of Robustness via Isoperimetry, a NeurIPS 2021 Outstanding Paper Award recipient. We begin our conversation with Sebastian with a bit of a primer on convex optimization, a topic that hasn’t come up much in […]