IBM Journey to AI blog

APRIL 22, 2024

IBM is dedicated to the responsible development and deployment of this technology, which can enable our clients to meet their sustainability goals. “But it’s important to reap these benefits while minimizing the environmental impact. IBM has taken many steps toward mitigating its AI systems’ environmental impact.

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IBM Journey to AI blog

JANUARY 15, 2024

While digital transformation has been a trend for some years, emerging technologies have made this movement even more important. Companies are rethinking their business models to become more digital and competitive. Digital transformation is an important component of a modern organization’s business operations.

Automation 193

Automation Machine Learning DevOps Artificial Intelligence 193

Ehud Reiter

JANUARY 15, 2024

Code bugs : Cannot be checked since reviewers usually do not have access to code (Github) repos when they review a paper. Even Especially since the best way to check a UI is to run it, which is not possible without access to relevant code or apps. So far our findings have been pretty depressing. We

NLP 259

NLP Computational Linguistics Software Development 259

AI News

FEBRUARY 13, 2024

The core of Fetch.ai’s technology relies on autonomous software agents that can manage resources, conduct transactions, and analyse data flows independently thanks to AI algorithms. operates as a permissionless decentralised network with open-source code that is accessible globally. blockchain. .” blockchain.

Big Data 231

Big Data AI AI Automation 231

Marktechpost

MARCH 27, 2024

Machine Learning has iconic applications in programming languages, from code understanding to code representation or completion. Earlier work focused on exploiting the underlying deep semantic structure of programming languages like Code2Vec, Code2Seq, and Graph Representation Learning for Code.

Software Engineer 119

Software Engineer Software Development AI AI 119

Unite.AI

MARCH 13, 2024

In the dynamic landscape of cybersecurity , where threats constantly evolve, staying ahead of potential vulnerabilities in code is vital. The ability of LLMs to train on a vast dataset of secure code creates the third benefit: the accuracy of these generated fixes. Or as we like to say, “finding the unknown unknowns.”

Large Language Models 147

Large Language Models Software Development Automation Generative AI 147

AI News

DECEMBER 13, 2023

Performance evaluation Phi-2 has undergone rigorous evaluation across various benchmarks, including Big Bench Hard, commonsense reasoning, language understanding, math, and coding. Microsoft’s 2.7 Phi-2 builds upon the success of its predecessors, Phi-1 and Phi-1.5, With only 2.7 trillion tokens from synthetic and web datasets.

Big Data 259

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Marktechpost

MARCH 27, 2024

These approaches typically involve classifying feedback into predefined categories or conducting topic modeling to identify underlying themes. Next, AllHands utilizes LLMs to conduct abstractive topic modeling, generating human-readable topic labels that summarize the key aspects of each feedback instance.

Machine Learning 129

Machine Learning Large Language Models Software Development Natural Language Processing 129

Unite.AI

SEPTEMBER 26, 2023

It offers a detailed insight into your defense's robustness, pinpointing blind spots that might have gone unnoticed. The Rising Importance of Cybersecurity Cybersecurity Ventures suggests that by 2025, cybercrime's global cost might soar to a whopping $10.5 trillion annually, a sharp rise from $3 trillion in 2015.

Automation 288

Automation 288

Marktechpost

JANUARY 6, 2024

Recent research highlights the success of Large Language Models (LLMs) trained on Code, excelling at diverse software engineering tasks. Recent instruction-tuned Code LLMs such as WizardCoder and OctoCoder have notably achieved cutting-edge performance across various tasks without requiring task-specific fine-tuning.

AI Modeling 97

AI Modeling Large Language Models Software Engineer AI 97

Flipboard

JULY 3, 2023

All 24 Russell Group universities have reviewed their academic conduct policies and guidance UK universities have drawn up a set of guiding principles to ensure that students and staff are AI literate, as the sector struggles to adapt teaching and assessment methods to deal with the growing use of generative artificial intelligence.

Generative AI 142

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Marktechpost

MARCH 22, 2024

Yet, comparing these attacks proves challenging due to variations in evaluation criteria and the absence of readily available source code, exacerbating efforts to identify and counter LLM vulnerabilities. EasyJailbreak is a unified framework designed to conduct jailbreak attacks on LLMs easily.

LLM 121

LLM Machine Learning Natural Language Processing Categorization 121

IBM Journey to AI blog

DECEMBER 14, 2023

IBM FlashSystem® has bolstered existing tasks like error detection and immutable copies with greater functionality, including error code detection, immutability sections and centralized landscape management. To combat these ever-growing risks, the concept of cyber resiliency has gained significant importance.

Actionable Intelligence 214

Actionable Intelligence Continuous Learning Machine Learning 214

IBM Journey to AI blog

MARCH 27, 2024

Women have been challenging the outdated notion that AI development solely belongs to those who code and construct algorithms—a field that, while shifting, remains significantly male-dominated—for years. The end of March marks the conclusion of Women’s History Month.

Responsible AI 244

Responsible AI AI AI Algorithm 244

Marktechpost

MAY 10, 2024

Traditional approaches often rely on integrating code interpreters to manage numerical calculations. Existing research in computational mathematics includes frameworks like Chain of Thought (CoT) and Program of Thought (PoT), which utilize external code interpreters through models such as the Program-Aided Language (PAL).

Automation 104

Automation Large Language Models Artificial Intelligence Artificial Intelligence 104

AI News

AUGUST 8, 2023

Altman revealed that the company is still far from initiating GPT-5 training , as extensive safety audits need to be conducted prior to embarking on the process. OpenAI has introduced a web crawling tool named “GPTBot,” aimed at bolstering the capabilities of future GPT models.

OpenAI 208

OpenAI Big Data ChatGPT LLM 208

Flipboard

JUNE 15, 2023

GitHub surveyed 500 developers in the US for a sense of how they use AI coding tools. I examine the results and add context on how the survey was conducted.

Software Engineer 101

Software Engineer AI AI Artificial Intelligence 101

Marktechpost

DECEMBER 22, 2023

The team has conducted the study with two primary goals. Firstly, a third-party assessment of the capabilities of the Google Gemini and OpenAI GPT model classes has been conducted. A reproducible code and an open display of the results have also been used to achieve this.

OpenAI 124

OpenAI Artificial Intelligence Artificial Intelligence AI 124

Unite.AI

JUNE 22, 2023

This will help reduce the risk of an unauthorized user gaining access and limit the possibility of malicious code or other threats infiltrating a system without permission. Thankfully, organizations can use proven strategies and tips to reduce their exposure to cyber threats while maximizing the benefits of the cloud.

IDP 305

IDP 305

IBM Journey to AI blog

DECEMBER 4, 2023

IBM can help insurance companies insert generative AI into their business processes IBM is one of a few companies globally that can bring together the range of capabilities needed to completely transform the way insurance is marketed, sold, underwritten, serviced and paid for.

Generative AI 141

Generative AI Explainability AI AI 141

IBM Journey to AI blog

FEBRUARY 19, 2024

In today’s complex global business environment, effective supply chain management (SCM) is crucial for maintaining a competitive advantage. But perhaps most relevant today are the capabilities within SCM to help mitigate disruption. To mitigate these risks , companies need the resources and technology to develop robust contingency plans.

Automation 220

Automation Big Data Artificial Intelligence Artificial Intelligence 220

Towards AI

NOVEMBER 3, 2023

Coding in English at the speed of thoughtHow To Use ChatGPT as your next OCR & ETL Solution, Credit: David Leibowitz For a recent piece of research, I challenged ChatGPT to outperform Kroger’s marketing department in earning my loyalty. Join thousands of data leaders on the AI newsletter. From research to projects and ideas.

ETL 122

ETL Data Analysis ChatGPT Generative AI 122

Marktechpost

MAY 3, 2024

The researchers conducted extensive experiments, and the results are quite promising. The researchers conducted extensive experiments, and the results are quite promising. The researchers observed up to a 3x speedup in decoding times for their best 4-token prediction model on code and natural language tasks.

Natural Language Processing 118

Natural Language Processing AI AI ML 118

Marktechpost

NOVEMBER 7, 2023

To demonstrate the effectiveness of the codebook features method, the research team conducted a series of experiments, including sequence modelling tasks and language modelling benchmarks. This innovative method involves the creation of a codebook, which consists of a set of vectors learned during training.

Neural Network 112

Neural Network Natural Language Processing AI AI 112

Marktechpost

SEPTEMBER 13, 2023

Lately, Large language models (LLMs) are excelling in NLP and multimodal tasks but are facing two significant challenges: high computational costs and difficulties in conducting fair evaluations. These costs limit LLM development to a few major players, restricting research and applications.

LLM 125

LLM Large Language Models NLP AI Researcher 125

Unite.AI

SEPTEMBER 7, 2023

For instance, LLMs can be used to conduct cyberattacks like spear phishing by generating human-like personalized spear phishing messages in bulk. Unauthorized Code Execution LLMs' ability to generate code introduces a vector for unauthorized access and manipulation.

LLM 173

LLM Large Language Models Prompt Engineer Prompt Engineering 173

Marktechpost

FEBRUARY 3, 2024

It utilizes a few-shot chain-of-thought prompting to translate human language instructions into parameterized control code using the robot’s available and learned skills. The behaviors are generated in multiple steps, starting from user instructions and ending with code for the robot to execute.

Large Language Models 127

Large Language Models Robotics Machine Learning ML 127

Marktechpost

JANUARY 16, 2024

These highly capable models can generate human-like text and can perform tasks including question answering, text summarization, language translation, and code completion. AI systems, particularly LLMs, can behave dishonestly strategically, much like how people can act kindly most of the time but conduct differently when given other options.

Large Language Models 127

Large Language Models AI AI Artificial Intelligence 127

IBM Journey to AI blog

AUGUST 24, 2023

Formed in 2018 to compete in the inaugural Call for Code Global Challenge — which it won — Project OWL is a global team of entrepreneurs focused on creating radically cost-effective and easy to use aerospace technologies. We believe these balloons can make a difference during a natural disaster situation (e.g., OWL has U.S.

Chatbots 179

Chatbots AI Chatbots AI AI 179

Marktechpost

SEPTEMBER 3, 2023

Program-of-thought prompting separates the issues into executable code segments and deals with them one at a time, unlike chain-of-thought prompting. Program-of-thought prompting separates the issues into executable code segments and deals with them one at a time, unlike chain-of-thought prompting.

Large Language Models 121

Large Language Models Artificial Intelligence Artificial Intelligence AI 121

AI Weekly

JUNE 29, 2023

mit.edu Ethics AI ChatGPT Responds to UN’s Proposed Code of Conduct to Monitor AI Achieving a global consensus on the specifics of the code of conduct might be challenging, as different countries and stakeholders may have differing views on AI development, applications, and regulation. Powered by pluto.fi

Algorithm 177

Algorithm ChatGPT Convolutional Neural Networks Robotics 177

Unite.AI

NOVEMBER 20, 2023

Open source signifies not just accessibility to the source code but a commitment to collaboration, transparency, and community-driven development. Evaluating Meta's commitment to transparency, collaborative development, and code accessibility will reveal how much it aligns with open-source principles. What Constitutes Open Source?

Large Language Models 173

Large Language Models BERT Chatbots LLM 173

Aiiot Talk

JANUARY 11, 2024

However, AI is proving a double-edged sword, equipping cybercriminals with the tools to conduct sophisticated attacks with far-reaching consequences. As the frequency of AI-based cyberattacks targeting the medical sector increases, organizations must figure out how to avoid falling victim and mitigate future risks.

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AI AI Artificial Intelligence Artificial Intelligence 130

IBM Journey to AI blog

SEPTEMBER 19, 2023

Data science: An area of expertise As an area of expertise, data science is much larger in scope than the task of conducting data analytics and is considered its own career path. Data science is an area of expertise that combines many disciplines such as mathematics, computer science, software engineering and statistics.

Data Science 210

Data Science Data Scientist Machine Learning Data Mining 210

Flipboard

JULY 9, 2023

Breaking Barriers and Lowering Costs The researchers emphasize that BioAutoMATED can significantly reduce the financial barriers associated with conducting experiments at the intersection of biology and machine learning. They encourage others to utilize and improve upon the code, fostering collaboration within the scientific community.

Machine Learning 112

Machine Learning Automation ML AI Tools 112

Marktechpost

MARCH 30, 2024

To evaluate the performance of InternLM2, the researchers conducted comprehensive assessments across various domains and tasks. From comprehensive examinations and reasoning challenges to coding tasks and long-context modeling, InternLM2 demonstrated remarkable prowess. Let’s start by addressing the problem at hand. The result?

Large Language Models 128

Large Language Models LLM Artificial Intelligence Artificial Intelligence 128

AI Weekly

DECEMBER 14, 2023

20% off with code SUPERESSENTIALS [Register Now] superai.com In The News Inside OpenAI’s Crisis Over the Future of Artificial Intelligence Around noon on Nov. Connect with 5,000+ attendees including industry leaders, heads of state, entrepreneurs and researchers to explore the next wave of transformative AI technologies.

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AI Chatbots Chatbots Robotics Large Language Models 211