Shravonix | Signal over noise.
  • Home
  • Home

Merivya

Hi I'm Merivya
114 posts
DeepSeek-V3–0324 Review: 7 Powerful Reasons This Open-Source AI Beats GPT-4 & Claude 3.5 Uncategorized
25 Mar 2025 · 3 min read

DeepSeek-V3–0324 Review: 7 Powerful Reasons This Open-Source AI Beats GPT-4 & Claude 3.5

DeepSeek-V3–0324 Review: 7 Powerful Reasons This Open-Source AI Beats GPT-4 & Claude 3.5 Artificial intelligence continues to evolve rapidly, and DeepSeek-V3–0324 is the latest model to disrupt

Continue reading: DeepSeek-V3–0324 Review: 7 Powerful Reasons This Open-Source AI Beats GPT-4 & Claude 3.5
Mistral Small 3.1 – The AI Model That’s Faster, Smarter & Open-Source! Uncategorized
18 Mar 2025 · 5 min read

Mistral Small 3.1 – The AI Model That’s Faster, Smarter & Open-Source!

Mistral AI has recently unveiled its latest innovation in the field of artificial intelligence - Mistral Small 3.1. This state-of-the-art language model represents a significant leap forward in AI

Continue reading: Mistral Small 3.1 – The AI Model That’s Faster, Smarter & Open-Source!
AI Search Engines Are Failing at News Citations—New Study Exposes Shocking Accuracy Issues Uncategorized
18 Mar 2025 · 6 min read

AI Search Engines Are Failing at News Citations—New Study Exposes Shocking Accuracy Issues

Key Points * Research suggests AI search engines like Grok, Gemini, ChatGPT, and Perplexity often struggle with accurate news citations. * The evidence leans toward these tools providing incorrect answers in over

Continue reading: AI Search Engines Are Failing at News Citations—New Study Exposes Shocking Accuracy Issues
DeepSeek’s 545% Profit Margin Claim: AI Inference Breakthrough or Hype? Uncategorized
2 Mar 2025 · 4 min read

DeepSeek’s 545% Profit Margin Claim: AI Inference Breakthrough or Hype?

In a recent announcement that has sent ripples through the AI industry, Chinese startup DeepSeek has made an extraordinary claim of achieving 'theoretical' profit margins of 545% with

Continue reading: DeepSeek’s 545% Profit Margin Claim: AI Inference Breakthrough or Hype?
Claude 3.7 Sonnet: Anthropic’s Hybrid Reasoning Model Redefines AI Problem-Solving Uncategorized
25 Feb 2025 · 6 min read

Claude 3.7 Sonnet: Anthropic’s Hybrid Reasoning Model Redefines AI Problem-Solving

Claude 3.7 Sonnet: Key Highlights Anthropic has unveiled Claude 3.7 Sonnet, a groundbreaking advancement in artificial intelligence that integrates rapid inference with deep, multi-step reasoning within a single

Continue reading: Claude 3.7 Sonnet: Anthropic’s Hybrid Reasoning Model Redefines AI Problem-Solving
Microsoft's Majorana 1 vs. Google's Willow: Decoding the Quantum Computing Race Uncategorized
22 Feb 2025 · 5 min read

Microsoft's Majorana 1 vs. Google's Willow: Decoding the Quantum Computing Race

The quantum computing landscape is heating up as two tech giants, Microsoft and Google, push the boundaries of what’s possible in this revolutionary field. Microsoft’s Majorana 1 quantum

Continue reading: Microsoft's Majorana 1 vs. Google's Willow: Decoding the Quantum Computing Race
Grok 3: The Next-Gen AI Model from xAI | Benchmarks, Features & Performance Uncategorized
18 Feb 2025 · 5 min read

Grok 3: The Next-Gen AI Model from xAI | Benchmarks, Features & Performance

In the ever-evolving landscape of artificial intelligence, a new contender has emerged to challenge the status quo. Grok 3, the latest AI model developed by Elon Musk's xAI,

Continue reading: Grok 3: The Next-Gen AI Model from xAI | Benchmarks, Features & Performance
DeepSeek-VL2: Advancing Vision-Language Models with Mixture-of-Experts Uncategorized
6 Feb 2025 · 4 min read

DeepSeek-VL2: Advancing Vision-Language Models with Mixture-of-Experts

Introduction The field of artificial intelligence has witnessed remarkable progress in Vision-Language Models (VLMs), which bridge the gap between visual and textual data. DeepSeek-VL2, the latest innovation in the DeepSeek

Continue reading: DeepSeek-VL2: Advancing Vision-Language Models with Mixture-of-Experts
Mistral Small 3: A Powerful 24B Parameter Open-Source AI Model Uncategorized
31 Jan 2025 · 3 min read

Mistral Small 3: A Powerful 24B Parameter Open-Source AI Model

Mistral Small 3 Overview Mistral AI has unveiled its latest innovation, Mistral Small 3, a 24-billion-parameter model that combines high performance, low latency, and open-source accessibility. Released under the permissive

Continue reading: Mistral Small 3: A Powerful 24B Parameter Open-Source AI Model
Tulu3: Advanced Open-Source Language Model Post-Training Uncategorized
30 Jan 2025 · 4 min read

Tulu3: Advanced Open-Source Language Model Post-Training

Introduction In the rapidly evolving field of language models, post-training techniques such as instruction tuning, reinforcement learning from human feedback (RLHF), and advanced fine-tuning have emerged as critical methodologies. However,

Continue reading: Tulu3: Advanced Open-Source Language Model Post-Training
Qwen2.5-Max: Alibaba's Open-Weight MoE Model Shatters AI Benchmarks Uncategorized
29 Jan 2025 · 3 min read

Qwen2.5-Max: Alibaba's Open-Weight MoE Model Shatters AI Benchmarks

Qwen2.5-Max: Key Highlights and Summary The field of artificial intelligence has long recognized that scaling both data size and model size can significantly enhance model intelligence. However, the journey

Continue reading: Qwen2.5-Max: Alibaba's Open-Weight MoE Model Shatters AI Benchmarks
Janus: Revolutionizing Multimodal AI with Decoupled Visual Encoding Uncategorized
28 Jan 2025 · 6 min read

Janus: Revolutionizing Multimodal AI with Decoupled Visual Encoding

Summary In recent years, the emergence of multimodal models has significantly advanced how machines understand and generate visual and textual data. However, a major challenge persists in creating a unified

Continue reading: Janus: Revolutionizing Multimodal AI with Decoupled Visual Encoding
Kimi K1.5: Scaling Reinforcement Learning for State-of-the-Art LLMs Uncategorized
27 Jan 2025 · 5 min read

Kimi K1.5: Scaling Reinforcement Learning for State-of-the-Art LLMs

Summary Points for Kimi K1.5 Innovations in AI: The field of artificial intelligence (AI) continues to evolve rapidly, with large language models (LLMs) at the forefront of innovation. Kimi

Continue reading: Kimi K1.5: Scaling Reinforcement Learning for State-of-the-Art LLMs
DeepSeek R1: Revolutionizing AI Reasoning with Multi-Stage Innovation Uncategorized
21 Jan 2025 · 7 min read

DeepSeek R1: Revolutionizing AI Reasoning with Multi-Stage Innovation

DeepSeek R1 is a cutting-edge reasoning language model developed by a prominent Chinese AI research company, DeepSeek. Designed to rival proprietary models like OpenAI's o1, it has made

Continue reading: DeepSeek R1: Revolutionizing AI Reasoning with Multi-Stage Innovation
Phi-4: Microsoft’s Compact AI Redefining Performance and Efficiency Uncategorized
9 Jan 2025 · 5 min read

Phi-4: Microsoft’s Compact AI Redefining Performance and Efficiency

Microsoft's Phi-4 language model is a groundbreaking development in the field of artificial intelligence, showcasing how smaller, strategically designed models can rival and even outperform larger counterparts in

Continue reading: Phi-4: Microsoft’s Compact AI Redefining Performance and Efficiency
The Benchmark Breakdown: How OpenAI's O1 Model Exposed the AI Evaluation Dilemma Uncategorized
6 Jan 2025 · 5 min read

The Benchmark Breakdown: How OpenAI's O1 Model Exposed the AI Evaluation Dilemma

OpenAI's O1 model, touted for its "enhanced reasoning" capabilities, has recently come under scrutiny due to a significant performance discrepancy on the SWE-Bench Verified benchmark. While

Continue reading: The Benchmark Breakdown: How OpenAI's O1 Model Exposed the AI Evaluation Dilemma
DeepSeek V3: A New Force in Open-Source AI Uncategorized
26 Dec 2024 · 5 min read

DeepSeek V3: A New Force in Open-Source AI

DeepSeek, a Chinese AI lab backed by the hedge fund High-Flyer, has made waves with the release of its latest large language model (LLM), DeepSeek V3. This model boasts a

Continue reading: DeepSeek V3: A New Force in Open-Source AI
Google Gemini 2.0 Flash Thinking: Advanced AI Reasoning Redefined Uncategorized
20 Dec 2024 · 4 min read

Google Gemini 2.0 Flash Thinking: Advanced AI Reasoning Redefined

For tech-savvy individuals, AI enthusiasts, and developers keeping an eye on the cutting edge, Google has just unveiled its latest breakthrough in artificial intelligence: Gemini 2.0 Flash Thinking Experimental.

Continue reading: Google Gemini 2.0 Flash Thinking: Advanced AI Reasoning Redefined

About Us

Get fast, factual Tech, Linux, and AI news from Merivya. We deliver developer-first explainers, deep-dive how-tos, and mini-lab benchmarks. Signal over noise, no hype.

Tags

Uncategorized
AI
AI benchmarks
Open-source
Open-Source AI
© 2026 Shravonix | Signal over noise.. All rights reserved. Design with by @GodoFredoNinja