Prabhakar Chaudhary - DEV Community

Prabhakar Chaudhary

Jul 22

LongCat-2.0: How Meituan Trained a 1.6T-Parameter Coding Model Without a Single Nvidia GPU

#ai #machinelearning #opensource #llm

5 min read

Prabhakar Chaudhary

Jul 20

TriAttention: How a Geometric Trick Cuts LLM Memory Use by 10x Without Losing Accuracy

#ai #machinelearning #deeplearning #llm

4 min read

Prabhakar Chaudhary

Jul 17

Inkling: How Thinking Machines Lab Built a 975B Open-Weight Model Around Controllable Thinking

#ai #machinelearning #opensource #llm

5 min read

Prabhakar Chaudhary

Jul 16

Grok Build is open source, and that matters for AI coding tools

#ai #machinelearning #programming

1

4 min read

Prabhakar Chaudhary

Jul 15

MiMo-V2-Flash: How Xiaomi Built a 309B MoE Model That Tops SWE-Bench Without Burning Through Compute

#ai #machinelearning #opensource #llm

5 min read

Prabhakar Chaudhary

Jul 13

Tencent Hy3: How a 295B Sparse MoE Model Runs on 21B Active Parameters

#ai #machinelearning #opensource #llm

5 min read

Prabhakar Chaudhary

Jul 10

NVIDIA Isaac GR00T N1.7: How Human Video Data Is Teaching Robots to Use Their Hands

#ai #machinelearning #opensource #deeplearning

5 min read

Prabhakar Chaudhary

Jul 8

GDPO: How Decoupled Reward Normalization Fixes Multi-Objective RL for LLMs

#ai #machinelearning #deeplearning #python

5 min read

Prabhakar Chaudhary

Jul 6

ReContext: How Recursive Evidence Replay Helps LLMs Actually Use Long Contexts

#ai #machinelearning #llm #deeplearning

5 min read

Prabhakar Chaudhary

Jul 3

Reversal Q-Learning: Teaching Offline RL to Work with Flow-Matching Policies

#ai #machinelearning #deeplearning #python

5 min read

Prabhakar Chaudhary

Jul 2

Análisis de Claude Sonnet 5: El nuevo modelo 'agéntico' de Anthropic, su precio y posición en el mercado

#news #agents #claude #llm

6 min read

Prabhakar Chaudhary

Jul 1

How DFlash Uses Block Diffusion to Break the Speculative Decoding Bottleneck

#ai #machinelearning #deeplearning #llm

5 min read

Prabhakar Chaudhary

Jun 29

Kimi K2.7 Code: How Moonshot AI Built an Open-Weight Coding Model That Reasons More Efficiently

#ai #machinelearning #opensource #llm

5 min read

Prabhakar Chaudhary

Jun 26

Gemini 3.5 Flash Now Has Native Computer Use — Here's What That Actually Changes

#ai #machinelearning #programming #opensource

5 min read

Prabhakar Chaudhary

Jun 25

What the Age of LLM Benchmark Says About Evaluating Agentic AI

#ai #machinelearning #deeplearning #programming

5 min read

Prabhakar Chaudhary

Jun 25

Orion-100B: How Macrocosmos Trained a 100B-Parameter Model Over the Open Internet

#ai #machinelearning #deeplearning #programming

5 min read

Prabhakar Chaudhary

Jun 25

Why Real-Time AI Assistants Are Hard — and What Wan-Streamer v0.1 Changes

#ai #machinelearning #deeplearning

5 min read

Prabhakar Chaudhary

Jun 25

OpenAI's Jalapeño Chip: Why a Custom Inference ASIC Changes the Economics of Running LLMs

#ai #machinelearning #deeplearning #programming

5 min read

Prabhakar Chaudhary

Jun 24

How DeepSeek-V4 Achieves Million-Token Contexts Without Quadratic Attention Costs

#ai #machinelearning #deeplearning #llm

5 min read

Prabhakar Chaudhary

Jun 22

How AtomMem Teaches LLM Agents to Manage Their Own Memory Using Reinforcement Learning

#ai #machinelearning #llm #programming

5 min read

Prabhakar Chaudhary

Jun 19

Nemotron 3 Ultra: How NVIDIA Built a 550B Open Model That Runs Faster Than Its Smaller Rivals

#ai #machinelearning #opensource #llm

4 min read

Prabhakar Chaudhary

Jun 18

Why Agentic Resource Discovery Is the Missing Layer for AI Agents

#ai #machinelearning #opensource #programming

4 min read

Prabhakar Chaudhary

Jun 18

What GLM-5.2 Changes for Long-Horizon Coding

#ai #machinelearning #opensource #programming

1

4 min read

Prabhakar Chaudhary

Jun 18

MiniMax M3: What a 1M-Token Open-Weight Model with Sparse Attention Actually Means for Developers

#ai #machinelearning #opensource #programming

5 min read

Prabhakar Chaudhary

Jun 18

Why Structured Feedback Is Showing Up in Recent LLM Training Papers

#ai #machinelearning #llm #programming

5 min read

Prabhakar Chaudhary

Jun 18

FastContext: why coding agents benefit from a separate repository explorer

#ai #machinelearning #programming #llm

4 min read

Prabhakar Chaudhary

Jun 18

DiffusionGemma: How Google DeepMind's Text Diffusion Model Achieves 1,000 Tokens Per Second

#ai #machinelearning #opensource #deeplearning

5 min read

Prabhakar Chaudhary

Jun 18

DiffusionGemma 26B: How Google's Text Diffusion Model Generates Tokens in Parallel

#ai #machinelearning #deeplearning #llm

5 min read

Prabhakar Chaudhary

Jun 11

Why Vision-Language Models Should Reroute, Not Remove Visual Tokens

#ai #machinelearning #deeplearning #computervision

5 min read

Prabhakar Chaudhary

Jun 11

Claude Fable 5 shows how frontier AI is being shipped now

#ai #machinelearning #llm #programming

5 min read

Prabhakar Chaudhary

Jun 8

What Anthropic’s June 2026 Cyber Threat Report Says About AI-Enabled Attack Compression

#ai #machinelearning #programming

5 min read

Prabhakar Chaudhary

Jun 8

How OpenAI's Dreaming V3 Rewires ChatGPT's Memory from the Ground Up

#ai #machinelearning #programming #python

5 min read

Prabhakar Chaudhary

Jun 8

Harness engineering: the missing layer for reliable coding agents

#ai #machinelearning #programming #llm

5 min read

Prabhakar Chaudhary

Jun 4

Gemma 4 12B shows how far local multimodal AI has moved

#ai #machinelearning #deeplearning #google

5 min read

Prabhakar Chaudhary

Jun 4

How StepPRM-RTL Uses Stepwise Rewards to Improve Verilog and VHDL Generation

#ai #machinelearning #programming #computerscience

4 min read

Prabhakar Chaudhary

Jun 4

AI/ML Update

#cybersecurity #ai #machinelearning #llm

5 min read

Prabhakar Chaudhary

Jun 4

NVIDIA Cosmos 3: Unifying Physical AI Reasoning and Generation with Two-Tower Architecture

#ai #machinelearning #deeplearning #robotics

1

5 min read

Prabhakar Chaudhary

Jun 4

NVIDIA Cosmos 3: How a Two-Tower Architecture Unifies Physical AI Reasoning and Generation

#ai #machinelearning #deeplearning #robotics

1

5 min read

Prabhakar Chaudhary

Jun 2

How the Model Context Protocol Became a Security Minefield — and What Researchers Are Doing About It

#ai #machinelearning #security #programming

5 min read

Prabhakar Chaudhary

Jun 2

The Hierarchical Reasoning Model: Can a 27M-Parameter Network Outthink Chain-of-Thought?

#ai #machinelearning #deeplearning #python

5 min read

Prabhakar Chaudhary

May 30

PaddleOCR-VL Explained: How a 0.9B Model Parses Documents

#ai #machinelearning #programming

1

4 min read

Prabhakar Chaudhary

May 28

Thinking as Compression: How CoLaR Shrinks LLM Reasoning Chains

#ai #machinelearning #deeplearning

5 min read

Prabhakar Chaudhary

May 22

AlphaEvolve: Google DeepMind's Gemini-Powered Evolutionary Coding Agent

#ai #machinelearning #deeplearning #programming

5 min read

Prabhakar Chaudhary

May 22

Google's Omni World Model: What It Is and Why It Matters

#ai #machinelearning #deeplearning

5 min read

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