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Ask a large language model (LLM) like GPT-4 to smell a rain-soaked campsite, and it’ll politely decline. Ask the same system to describe that scent to you, and it’ll wax poetic about “an air thick with anticipation” and “a scent that is both fresh and earthy,” despite having neither prior experience with rain nor a nose to help it make such observations. One possible explanation for this phenomenon is that the LLM is simply mimicking the text present in its vast training data, rather than working with any real understanding of rain or smell.But does the lack of eyes mean…

Monetary policy committee’s shift offers flexibility but no signal of rate cuts; RBI Governor highlights inflation and stability as key priorities Source link

Welcome to Research Focus, a series of blog posts that highlights notable publications, events, code/datasets, new hires and other milestones from across the research community at Microsoft. NEW RESEARCH Securely Training Decision Trees Efficiently In a recent paper: Securely Training Decision Trees Efficiently that will appear at ACM CCS 2024, researchers from Microsoft significantly reduce the communication complexity of secure decision tree training. Decision trees are an important class of supervised learning algorithms. In this approach, a classification or regression tree is built based on a set of features or attributes present in the training dataset. As with many learning…

WASHINGTON — WASHINGTON (AP) — President Joe Biden and Israeli Prime Minister Benjamin Netanyahu on Wednesday held their first call in seven weeks, a conversation that comes as Israel expands its ground incursion into Lebanon and considers how to respond to Iran’s recent ballistic missile attack.Vice President Kamala Harris joined the call, according to the White House.Netanyahu’s office, meantime, confirmed that the prime minister had recently spoken with former President Donald Trump. The Republican, who is the midst of a close White House race against Harris, called Netanyahu last week and “congratulated him on the intense and determined operations that…

Screengrab of Riyan Parag’s bizarre no-ball.© X (Twitter) The second T20I between India and Bangladesh saw a delivery by Riyan Parag being called a no-ball for a very rare reason. Bowling his very first over in the 11th over of the Bangladesh innings, Parag decided to switch things up on the fourth ball. Parag tried a bizarre sling action, somewhat similar to former India batter Kedar Jadhav’s wide action. The trick backfired massively, as Parag ended up stepping outside the pitch tramlines, and rightly saw the ball signalled a no-ball. Watch: Riyan Parag’s bizarre no ball What was…

Time series forecasting is a critical component in various industries for making informed decisions by predicting future values of time-dependent data. A time series is a sequence of data points recorded at regular time intervals, such as daily sales revenue, hourly temperature readings, or weekly stock market prices. These forecasts are pivotal for anticipating trends and future demands in areas such as product demand, financial markets, energy consumption, and many more. However, creating accurate and reliable forecasts poses significant challenges because of factors such as seasonality, underlying trends, and external influences that can dramatically impact the data. Additionally, traditional forecasting…

President Joe Biden and Israeli Prime Minister Benjamin Netanyahu spoke on Wednesday, according to the White House.Vice President Kamala Harris also joined the call, the White House said.It marked the first phone call between the two leaders in months, and since fighting has intensified in the Middle East as Israel continues its war against Hamas in Gaza while also seeking to root out Hezbollah infrastructure in Lebanon.Biden and Netanyahu were expected to discuss Israel’s plans to strike Iran during their conversation, according to a source familiar with the matter.The call was first reported by Axios.Israel is currently weighing its response…

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Large language models and the applications they power enable unprecedented opportunities for organizations to get deeper insights from their data reservoirs and to build entirely new classes of applications. But with opportunities often come challenges. Both on premises and in the cloud, applications that are expected to run in real time place significant demands on data center infrastructure to simultaneously deliver high throughput and low latency with one platform investment. To drive continuous performance improvements and improve the return on infrastructure investments, NVIDIA regularly optimizes the state-of-the-art community models, including Meta’s Llama, Google’s Gemma, Microsoft’s Phi and our own NVLM-D-72B,…

3 min read Last Updated : Oct 09 2024 | 9:36 PM IST The Independent Investigation Committee (IIC) set up by the board of Zee Entertainment Enterprises (ZEEL) stated that “no material irregularities” were found against the company during its investigation by the securities regulator, it said in a release on Wednesday. The IIC, chaired by Justice Dr Satish Chandra, former judge of the High Court of Allahabad, along with two independent directors of the company, Uttam Prakash Agarwal and Dr PV Ramana Murthy, submitted a report to ZEEL’s board on Wednesday, as per the company’s press release. Click…