Yapay Zeka Modelleri

Prefill is compute-bound, decode is memory-bound — a critical insight reshaping LLM inference architecture. Disaggregating these phases can slash costs by 2-4x while boosting efficiency.

Anthropic is preparing to launch Opus 4.7 and a groundbreaking AI design tool to challenge Adobe and Figma, as venture capitalists line up to invest billions in its future.

A Chinese AI model has achieved unprecedented coding efficiency with eight-hour continuous runs, surpassing GPT benchmarks. Meanwhile, Microsoft is refining its AI ecosystem, de-emphasizing raw speed in favor of integrated productivity tools.

Mixture-of-Experts models are transforming AI by enabling more efficient, scalable language models through sparse activation. Learn how architectures like Mixtral and DeepSeek-V2 are reshaping the ecosystem.

Tencent Hunyuan has launched HY-World 2.0, an open-source multimodal 3D world generator capable of creating explorable, engine-ready environments from text, images, and video. The release marks a major leap in AI-driven 3D content creation.

Gemini and ChatGPT have evolved from chatbots to intelligent agents, transforming how we interact with AI. Recent tests reveal striking differences in reasoning, multimodal capabilities, and real-world utility.

GPT-5 is revolutionizing how users interact with AI, automating complex tasks with minimal oversight. Yet experts warn against relying on it for high-stakes duties like tax filing, where errors carry serious consequences.

MiniMax has released its M2.7 model as open-weight, allowing developers to download and run the AI locally. This move aligns with growing enterprise demand for sovereign AI control and autonomous agent deployment.

Diffusion LLMs are transforming AI performance, with Inception Labs' Mercury 2 claiming up to 10x faster reasoning than leading models. This breakthrough marks a paradigm shift in large language model architecture.

The latest Top Local Models List highlights emerging AI models gaining traction in enterprise and research circles, with new releases from Mistral and Anthropic leading the charge. According to industry trackers, performance-to-cost ratios are reshaping adoption patterns.

Audio Flamingo Next (AF-Next) is a groundbreaking open large audio-language model developed by NVIDIA and the University of Maryland, enabling robust reasoning over speech, music, and environmental sounds. This advancement bridges a critical gap in multimodal AI, where audio understanding has long lagged behind vision.

The Mythos AI model has come under scrutiny for potentially leveraging proprietary technology from ByteDance's Seed team, a system developed in collaboration with leading academic institutions. Experts point to structural similarities with a peer-reviewed paper co-authored by Yoshua Bengio.

ChatGPT Plus vs Gemini Pro: A rigorous side-by-side test reveals which AI assistant outperforms the other in real-world tasks, from coding to creative writing. Experts weigh in on performance, accuracy, and value.

Public opinion on AI is sharply divided, with enthusiasm for innovation clashing with deep concerns over ethics and control. According to MIT Technology Review, this polarization stems from conflicting narratives around job displacement, autonomy, and societal impact.

A new AI model called LPM 1.0 can generate 45-minute lip-synced videos from a single still image, with real-time facial expressions and emotional responses. The breakthrough, currently a research project, could transform digital avatars and virtual communication.

A groundbreaking new AI model called LPM 1.0 generates real-time speaking avatars from a single image, synchronized with text and audio inputs. The technology enables lifelike facial expressions, lip movements, and emotional responses—ushering in new possibilities for digital communication.

Claude cannot be trusted to perform complex engineering tasks after silent model changes caused catastrophic drops in reasoning depth and code accuracy. AMD's internal audit reveals dangerous hallucinations and zero-thinking turns, exposing critical vendor lock-in risks.

Vibe coding is reshaping software development by enabling developers to generate complex code through natural language conversations. With AI systems now capable of autonomous archiving and self-managed infrastructure, even non-engineers are building functional applications.

Baidu is preparing to release ERNIE-Image-8b, a new generative AI image model that integrates with Hugging Face’s Diffusers and ComfyUI. The model promises enhanced text-to-image fidelity and enterprise-grade scalability.

Open weights AI models are gaining traction as enterprises seek affordable, secure, and reliable alternatives to frontier AI systems. Companies like Microsoft are leading the charge with deployable, data-respecting solutions.

MiniMax M2.7, the first self-evolving open-source agent model, has been released with groundbreaking performance on SWE-Pro and Terminal Bench 2. Its open weights and cost-efficient architecture are reshaping enterprise AI development.

Arcee AI's Trinity Large Thinking, a 400B-parameter open reasoning model, now rivals Claude Opus in agent tasks, having consumed half the startup’s venture capital. Independent benchmarks show competitive performance in complex reasoning and long-horizon workflows.

A Chinese research team has built the first large-scale ultrasound-specific dataset, enabling AI to interpret clinical diagnostic semantics with unprecedented accuracy. This breakthrough marks a pivotal step toward AI-driven radiology.

Kwai AI's new SRPO framework reduces reinforcement learning post-training steps by 90% while matching DeepSeek-R1’s performance in math and code, challenging the dominance of GRPO. Experts say this could redefine efficiency standards in LLM optimization.