SQL-R1: A Reinforcement Learning-based NL2SQL Model that Outperforms Larger Systems in Complex Queries with Transparent and Accurate SQL Generation

SQL-R1: A Reinforcement Learning-based NL2SQL Model that Outperforms Larger Systems in Complex Queries with Transparent and Accurate SQL Generation

Natural language interface to databases is a growing focus within artificial intelligence, particularly because it allows users to interact with structured databases using plain human language. This area, often known as NL2SQL (Natural Language to SQL), is centered on transforming user-friendly queries into SQL commands that can be directly executed on databases. The objective is…

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“Our Business From Startups Has Grown Significantly In 2024!” – Jayashankar Narayanankutty From Cadence Design Systems

“Our Business From Startups Has Grown Significantly In 2024!” – Jayashankar Narayanankutty From Cadence Design Systems

– Advertisement – Working with MeitY to provide EDA tools to academia and startups, how does Cadence Design Systems benefit from this alliance? Discussing this, along with the company’s growth plans in India and its focus on AI-driven chip design, Cadence’s Jayashankar Narayanankutty speaks with EFY’s Yashasvini Razdan. Jayashankar Narayanankutty, Group Director- Sales, Cadence Design…

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JOB: Electronic Systems Product Specialist At Cummins In Pune

JOB: Electronic Systems Technical Specialist – Hardware At Cummins In Pune

– Advertisement – Location: Pune Company: Cummins This applied technology position creates and integrates electrical and electronic hardware that is essential to Cummins products. Individuals in this role will develop and validate electronic sensors, actuators, control units, harnesses, wiring practices, or control systems and associated analog and digital signals to ensure the consistent operation of…

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Why cyber attackers are targeting your solar energy systems — and how to stop them

Why cyber attackers are targeting your solar energy systems — and how to stop them

High energy costs and concerns over the stability and capacity of electric grids are leading businesses to evaluate and implement their own onsite energy generation systems. These onsite systems, referred to as distributed energy resources (DERs), are most commonly solar panel arrays, often paired with batteries to store energy for later use. DERs are usually…

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Bridging Reasoning and Action: The Synergy of Large Concept Models (LCMs) and Large Action Models (LAMs) in Agentic Systems

Bridging Reasoning and Action: The Synergy of Large Concept Models (LCMs) and Large Action Models (LAMs) in Agentic Systems

The advent of advanced AI models has led to innovations in how machines process information, interact with humans, and execute tasks in real-world settings. Two emerging pioneering approaches are large concept models (LCMs) and large action models (LAMs). While both extend the foundational capabilities of large language models (LLMs), their objectives and applications diverge. LCMs…

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