databricks

MARCH 29, 2024

Today, we are excited to announce the general availability of Databricks Notebooks on SQL warehouses. Databricks SQL warehouses are SQL-optimized compute that provide.

SQL 263

SQL 263

Machine Learning Research at Apple

APRIL 14, 2024

Existing vision-language models exhibit strong generalization on a variety of visual domains and tasks. However, such models mainly perform zero-shot recognition in a closed-set manner, and thus struggle to handle open-domain visual concepts by design.

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Data Science Dojo

APRIL 5, 2024

AGI (Artificial General Intelligence) refers to a higher level of AI that exhibits intelligence and capabilities on par with or surpassing human intelligence. Unlike narrow AI systems that are designed for specific tasks, AGI systems possess general intelligence and can adapt to new and unfamiliar situations.

Data Visualization 243

Data Visualization AI AI Python 243

Machine Learning Research at Apple

MAY 1, 2024

For static scenes the community has studied both scene-specific optimization techniques, which optimize on every test scene, and generalized tech- niques, which only run a deep net forward pass on a test scene. To explore whether generalized dynamic novel view synthesis from monocular…

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databricks

FEBRUARY 21, 2024

Today, we are excited to announce that Unity Catalog Volumes is now generally available on AWS, Azure, and GCP. Unity Catalog provides a.

Azure 249

Azure AWS 249

Hacker News

DECEMBER 14, 2023

We present a new research direction for superalignment, together with promising initial results: can we leverage the generalization properties of deep learning to control strong models with weak supervisors?

Deep Learning 182

Deep Learning Deep Learning 182

databricks

MAY 18, 2023

Today, we are thrilled to announce that serverless compute for Databricks SQL is Generally Available on AWS and Azure! Databricks SQL (DB SQL).

SQL 305

SQL Azure AWS 305

Analytics Vidhya

APRIL 14, 2023

Artificial General Intelligence (AGI) aims to create machines that can reason, learn, and solve problems like humans. This article explores what AGI is, its importance, the […] The post The Future is Here: Rise of Artificial General Intelligence (AGI) appeared first on Analytics Vidhya.

Analytics 288

Analytics Analytics AI AI 288

Analytics Vidhya

SEPTEMBER 26, 2022

The post Non-Generalization Principles and Transfer Learning Technique appeared first on Analytics Vidhya. Introduction The ability to reimplement a skill or knowledge from one, the original knowledge bearer, to a new knowledge “needer”, is referred to as transfer learning. These could be skilled in math, music, or cookery.

Data Science 322

Data Science Analytics Analytics Deep Learning 322

databricks

FEBRUARY 21, 2024

We are excited to announce the upcoming general availability of Azure Private Link support for Databricks SQL (DBSQL) Serverless, planned in April 2024.

Azure 287

Azure SQL 287

Analytics Vidhya

APRIL 27, 2023

Artificial General Intelligence (AGI) has been a topic of great interest and debate within the field of artificial intelligence research, especially since the launch of GPT-4. Artificial General Intelligence (AGI) represents the simulation of human cognitive abilities within the software.

Artificial Intelligence 268

Artificial Intelligence Artificial Intelligence Analytics Analytics 268

Hacker News

DECEMBER 24, 2023

Protect your general, command your army, take control of land, and capture other generals in this fast-paced multiplayer strategy game.

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180

Analytics Vidhya

JUNE 20, 2022

Introduction In the AGI Safety from First Principles sequence, Richard Ngo has attempted to summarise some compelling arguments for the existential threat that Artificial General Intelligence (AGI) might pose in the near future. The post Artificial General Intelligence Safety: Distillation of Richard Ngo appeared first on Analytics Vidhya.

Data Science 281

Data Science Analytics Analytics Artificial Intelligence 281

Hacker News

MARCH 19, 2024

We use advances in natural language processing to create a neural model of generalization based on linguistic instructions. We show how this model generates a linguistic description of a novel task it has identified using only motor feedback, which can subsequently guide a partner model to perform the task.

Natural Language Processing 180

Natural Language Processing 180

databricks

NOVEMBER 16, 2023

Today we are excited to announce the general availability of Azure Databricks support for Azure confidential computing (ACC)! With support for Azure confidential.

Azure 252

Azure 252

databricks

APRIL 16, 2024

We released Ray support public preview last year and since then, hundreds of Databricks customers have been using it for variety of use.

ML 309

ML ML Data Science 309

databricks

APRIL 7, 2023

We are excited to announce that cluster policies are now generally available. Why Databricks cluster policies? Databricks cluster policies enable administrators to: limit.

Clustering 188

Clustering 188

Machine Learning Research at Apple

NOVEMBER 29, 2023

Large language models exhibit surprising emergent generalization properties, yet also struggle on many simple reasoning tasks such as arithmetic and parity. We study the scope of Transformers' abilities in the specific setting of length generalization on algorithmic tasks. Specifically, we…

Algorithm 162

Algorithm 162

Hacker News

APRIL 15, 2024

Supabase is officially launching into General Availability.

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139

databricks

AUGUST 13, 2023

Today we are announcing the general availability of Delta Live Tables (DLT) on Google Cloud. DLT pipelines empower data engineers to build reliable.

Data Engineering 206

Data Engineering Data Engineer Data Engineering Data Engineering 206

Flipboard

OCTOBER 10, 2023

Today’s most advanced AI models have many flaws, but decades from now, they will be recognized as the first true examples of artificial general intelligence.

AI 182

AI AI Computer Science Computer Science 182

Analytics Vidhya

DECEMBER 16, 2020

The post Misguiding Deep Neural Networks: Generalized Pixel Attack appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon. Introduction Recent advancements in machine learning and deep neural networks permitted us.

Machine Learning 337

Machine Learning Machine Learning Data Science Analytics 337

Hacker News

NOVEMBER 28, 2023

We’re excited to announce that the AWS SDK for Rust is now generally available and supported for production use. The AWS SDK for Rust provides an idiomatic, type-safe API, along with the benefits of the Rust language such as performance, reliability, and productivity.

AWS 181

AWS 181

databricks

OCTOBER 13, 2023

Today, we are excited to announce the general availability of the Databricks SQL Statement Execution API on AWS and Azure, with support for.

SQL 204

SQL Azure AWS 204

databricks

MARCH 21, 2023

We are thrilled to announce that Databricks Unity Catalog is now generally available on Google Cloud Platform (GCP). Unity Catalog provides a unified.

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247

Flipboard

JULY 6, 2023

OpenAI today announced the general availability of GPT-4, its latest text-generating model, through its API. Starting this afternoon, all existing OpenAI API developers “with a history of successful payments” can access GPT-4. The company plans to open up access to new developers by the end of this …

Computer Science 172

Computer Science Computer Science Artificial Intelligence Artificial Intelligence 172

Flipboard

JULY 6, 2023

OpenAI today announced the general availability of GPT-4, its latest text-generating model, through its API. Starting this afternoon, all existing OpenAI API developers “with a history of successful payments” can access GPT-4. The company plans to open up access to new developers by the end of this …

Computer Science 172

Computer Science Computer Science Artificial Intelligence Artificial Intelligence 172

databricks

APRIL 25, 2023

Today, we are excited to announce the general availability of Predictive I/O for Databricks SQL (DB SQL): a machine learning powered feature to.

SQL 219

SQL Machine Learning Machine Learning 219

databricks

FEBRUARY 13, 2023

We are pleased to announce the General Availability (GA) of support for orchestrating dbt projects in Databricks Workflows. Since the start of Public.

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222

Hacker News

MARCH 13, 2024

This article reviews the biography of the Swiss mathematician Marcel Grossmann (1878–1936) and his contributions to the emergence of the general theory of relativity. The first part is his biography, while the second p…

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135

Flipboard

DECEMBER 29, 2023

And now, GitHub’s launching Chat in general availability for all users. Earlier this year, GitHub rolled out Copilot Chat, a ChatGPT-like programming-centric chatbot for organizations subscribed to Copilot for Business. Copilot Chat more recently came to individual Copilot customers — those paying $10 per month — in beta.

AI 181

AI AI 181

Hacker News

SEPTEMBER 23, 2023

Despite the tremendous success, existing machine learning models still fall short of human-like systematic generalization -- learning compositional rules from limited data and applying them to unseen combinations in various domains. We propose Neural-Symbolic Recursive Machine (NSR) to tackle this deficiency.

Machine Learning 127

Machine Learning Machine Learning Algorithm 127

Machine Learning Research at Apple

MAY 10, 2023

This paper considers the learning of logical (Boolean) functions with focus on the generalization on the unseen (GOTU) setting, a strong case of out-of-distribution generalization. This is motivated by the fact that the rich combinatorial nature of data in certain reasoning tasks (e.g.,

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130

databricks

MARCH 22, 2023

We are excited to announce that PrivateLink and using customer-managed keys (CMK) for encryption are now Generally Available (GA) for Databricks on AWS.

AWS 198

AWS 198

KDnuggets

NOVEMBER 18, 2019

Improving the model's ability to generalize relies on preventing overfitting using these important methods. When training a neural network in deep learning, its performance on processing new data is key.

Deep Learning 212

Deep Learning Deep Learning 212

databricks

JULY 23, 2023

We're thrilled to announce the general availability of Fivetran access in Partner Connect for all users. This innovation makes it 10x easier for.

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193

Hacker News

AUGUST 20, 2023

These results suggest that without any additional training, LLMs can serve as general sequence modelers, driven by in-context learning. Surprisingly, pattern completion proficiency can be partially retained even when the sequences are expressed using tokens randomly sampled from the vocabulary.

AI 123

AI AI 123