LLMs have made impressive strides in generating code for various programming tasks. However, they mostly rely on recognizing patterns from static code examples rather than understanding how the code behaves during execution. This often leads to programs that look correct but fail when run. While recent methods introduce iterative refinement and self-debugging, they typically act […] The post EG-CFG: Enhancing Code Generation with Real-Time Execution Feedback appeared first on MarkTechPost. read more

In this tutorial, we’ll explore how to implement Chain-of-Thought (CoT) reasoning using the Mirascope library and Groq’s LLaMA 3 model. Rather than having the model jump straight to an answer, CoT reasoning encourages it to break the problem down into logical steps—much like how a human would solve it. This approach improves accuracy, transparency, and […] The post o1 Style Thinking with Chain-of-Thought Reasoning using Mirascope appeared first on MarkTechPost. read more

The Growing Threat Landscape for LLMs LLMs are key targets for fast-evolving attacks, including prompt injection, jailbreaking, and sensitive data exfiltration. It is necessary to adapt defense mechanisms that move beyond static safeguards because of the fluid nature of these threats. Current LLM security techniques suffer due to their reliance on static, training-time interventions. Static […] The post AegisLLM: Scaling LLM Security Through Adaptive Multi-Agent Systems at Inference Time appeared first on MarkTechPost. read more

On July 17, 2025, OpenAI launched ChatGPT Agent, transforming ChatGPT from a conversational assistant into a unified AI agent capable of autonomously executing complex, multi‑step tasks—from web browsing to code execution—on a virtual computer environment. Bridging Previous Capabilities ChatGPT Agent builds on two earlier tools: Individually, both had limitations: Operator could interface but couldn’t perform in‑depth analysis; Deep Research […] The post OpenAI Introduces ChatGPT Agent: From Research to Real-World Automation appeared first on MarkTechPost. read more

While VLMs are strong at understanding both text and images, they often rely solely on text when reasoning, limiting their ability to solve tasks that require visual thinking, such as spatial puzzles. People naturally visualize solutions rather than describing every detail, but VLMs struggle to do the same. Although some recent models can generate both […] The post Mirage: Multimodal Reasoning in VLMs Without Rendering Images appeared first on MarkTechPost. read more

Vision-language models (VLMs) play a crucial role in today’s intelligent systems by enabling a detailed understanding of visual content. The complexity of multimodal intelligence tasks has grown, ranging from scientific problem-solving to the development of autonomous agents. Current demands on VLMs have far exceeded simple visual content perception, with increasing attention on advanced reasoning. While […] The post GLM-4.1V-Thinking: Advancing General-Purpose Multimodal Understanding and Reasoning appeared first on MarkTechPost. read more

NVIDIA has just released Canary-Qwen-2.5B, a groundbreaking automatic speech recognition (ASR) and language model (LLM) hybrid, which now tops the Hugging Face OpenASR leaderboard with a record-setting Word Error Rate (WER) of 5.63%. Licensed under CC-BY, this model is both commercially permissive and open-source, pushing forward enterprise-ready speech AI without usage restrictions. This release marks […] The post NVIDIA AI Releases Canary-Qwen-2.5B: A State-of-the-Art ASR-LLM Hybrid Model with SoTA Performance on OpenASR Leaderboard appeared first on MarkTechPost. read more

Google is transforming how we interact with Search. With the recent rollout of Gemini 2.5 Pro, Deep Search, and a powerful new agentic feature, Google is making its search engine smarter, more interactive, and vastly more contextual. These features are currently limited to US users, but they mark a massive shift in how Google Search […] The post Google Search Just Got a Major AI Upgrade: Gemini 2.5 Pro, Deep Search, and Agentic Intelligence appeared first on MarkTechPost. read more

Research & Cutting‑Edge Agents Frameworks & SDKs Toolkits & Low‑Code Platforms Enterprise & Cloud‑Scale Platforms Reach the most influential AI developers worldwide. 1M+ monthly readers, 500K+ community builders, infinite possibilities. [Explore Sponsorship] The post The 20 Hottest Agentic AI Tools And Agents Of 2025 (So Far) appeared first on MarkTechPost. read more

Mistral AI has released Voxtral, a family of open-weight models—Voxtral-Small-24B and Voxtral-Mini-3B—designed to handle both audio and text inputs. Built on top of Mistral’s language modeling framework, these models integrate automatic speech recognition (ASR) with natural language understanding capabilities. Released under the Apache 2.0 license, Voxtral provides practical solutions for transcription, summarization, question answering, and […] The post Mistral AI Releases Voxtral: The World’s Best (and Open) Speech Recognition Models appeared first on MarkTechPost. read more