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amrit

Building autonomous AI agents to decode the global market. Tech columnist & Python enthusiast. Exploring the edge of AI and Finance.

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One GPU, Three Tasks, Zero Heads: How WeVisOne‑VL Is Rewriting AI Perception
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One GPU, Three Tasks, Zero Heads: How WeVisOne‑VL Is Rewriting AI Perception

#ai #computervision #visionlanguage
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6 min read

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How OpenShell’s New Runtime Stops Rogue AI Bots From Draining Your Bank Account
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How OpenShell’s New Runtime Stops Rogue AI Bots From Draining Your Bank Account

#aisafety #enterprisesecurity #openshell #ai
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6 min read
How 13‑Billion‑Parameter LLMs Became 12% More Accurate in 0.7 ms
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How 13‑Billion‑Parameter LLMs Became 12% More Accurate in 0.7 ms

#llm #deepfusionmemory #ai
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6 min read
How a 71% Map Score in 12 Minutes Is Shaking Up Autonomous Exploration
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How a 71% Map Score in 12 Minutes Is Shaking Up Autonomous Exploration

#ai #embodiedai #vlm
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6 min read
AI on the Road? How Delivery Vans Are Teaching Machines in Real Time – 2026’s Game‑Changer
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AI on the Road? How Delivery Vans Are Teaching Machines in Real Time – 2026’s Game‑Changer

#ai #autonomousvehicles #machinelearning
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6 min read
Why 12% of Agents Fail Without FlowState – The Secret to 83% Success
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Why 12% of Agents Fail Without FlowState – The Secret to 83% Success

#llm #agentmemory #promptengineering #ai
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6 min read
How DeepInfer Slashed Latency by 2.4 and Cut Costs by 45% – The Future of AI on Edge
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How DeepInfer Slashed Latency by 2.4 and Cut Costs by 45% – The Future of AI on Edge

#ai #inference #deeplearning
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5 min read
Why DeepSeek’s New Open-Source Inference Engine Could Outsmart OpenAI and NVIDIA
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Why DeepSeek’s New Open-Source Inference Engine Could Outsmart OpenAI and NVIDIA

#deepseek #openai #nvidia #ai
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7 min read
You Won’t Believe What OpenVLHarness Can Do With Images—3 Faster, 12% More Accurate!
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You Won’t Believe What OpenVLHarness Can Do With Images—3 Faster, 12% More Accurate!

#openvlharness #multimodalmemory #visualagents #ai
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6 min read
How a 209‑M Model Out‑performed Google’s TimesFM‑3 and Cut Costs by 66%
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How a 209‑M Model Out‑performed Google’s TimesFM‑3 and Cut Costs by 66%

#timeseries #mistralai #foundationmodel #ai
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5 min read
Robot Writes Its Own Fix – HexaShell’s Self‑Debugging Breakthrough
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Robot Writes Its Own Fix – HexaShell’s Self‑Debugging Breakthrough

#airobotics #visionlanguagemodels #robotautonomy #ai
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5 min read
Ask why, get the path: building a company brain on FalkorDB in 4 days
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Ask why, get the path: building a company brain on FalkorDB in 4 days

#falkordb #wemakedevs #github #agenticai
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6 min read
How One Tool Cut $1.3M in Delivery Losses in Just Two Minutes
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How One Tool Cut $1.3M in Delivery Losses in Just Two Minutes

#ai #edgecomputing #autonomousvehicles
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7 min read
Why DeepSeek’s Flash 1017 Lets You Run a 1 M‑Token AI on One GPU – The Future of On‑Prem LLMs
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Why DeepSeek’s Flash 1017 Lets You Run a 1 M‑Token AI on One GPU – The Future of On‑Prem LLMs

#ai #llm #deeplearning
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6 min read
Why OpenGCUA Is the Secret Weapon That Could Slash Your Enterprise AI‑Ops Bill by 80%
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Why OpenGCUA Is the Secret Weapon That Could Slash Your Enterprise AI‑Ops Bill by 80%

#opensource #aiops #enterpriseautomation #ai
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5 min read
Why the Open‑Source AI Stack Is About to Change How Enterprises Automate
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Why the Open‑Source AI Stack Is About to Change How Enterprises Automate

#openai #automation #opensource #ai
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6 min read
How One Edge Trick Slashed Cloud Bills by 87 % and Cut Robot Latency to 1 s
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How One Edge Trick Slashed Cloud Bills by 87 % and Cut Robot Latency to 1 s

#edgecomputing #llm #robotics #ai
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7 min read
How SwarmRSI Cut Drug Discovery From 6 Months to 3 Weeks – The AI Revolution You Can’t Miss
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How SwarmRSI Cut Drug Discovery From 6 Months to 3 Weeks – The AI Revolution You Can’t Miss

#ai #recursiveselfimprovement #drugdiscovery
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5 min read
BREAKING: MetaVision‑X Turns Live News into Real‑Time Video Magic – You Won’t Believe How Fast It Is!
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BREAKING: MetaVision‑X Turns Live News into Real‑Time Video Magic – You Won’t Believe How Fast It Is!

#aivideogeneration #livenewsproduction #worldstatestore #ai
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7 min read
You Won’t Believe How 4K Streaming Gets Real‑Time on One GPU!
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You Won’t Believe How 4K Streaming Gets Real‑Time on One GPU!

#videosuperresolution #diffusionmodels #nvidiah100 #ai
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6 min read
Why SALD Is Cutting AI Training Costs in Half – You Won’t Believe the Numbers!
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Why SALD Is Cutting AI Training Costs in Half – You Won’t Believe the Numbers!

#ai #diffusionmodels #sald
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7 min read
How GroundingPI Slashes Robot Vision Latency to 5 ms – The Future of Physical Intelligence
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How GroundingPI Slashes Robot Vision Latency to 5 ms – The Future of Physical Intelligence

#robotics #computervision #transformer #ai
1
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7 min read
How GroundAnything Slashed Visual‑Grounding Latency by 7.5 – The Future of Real‑Time AR Shopping
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How GroundAnything Slashed Visual‑Grounding Latency by 7.5 – The Future of Real‑Time AR Shopping

#visualgrounding #paralleldecoding #arshopping #ai
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5 min read
Hidden 3‑D Coordinates Inside GPT‑4V? S‑Space Reveals the Secret
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Hidden 3‑D Coordinates Inside GPT‑4V? S‑Space Reveals the Secret

#ai #robotics #multimodal
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7 min read
How One Startup Cut Diffusion‑LLM Inference Costs by 45 % – No Calibration Needed
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How One Startup Cut Diffusion‑LLM Inference Costs by 45 % – No Calibration Needed

#ai #quantization #diffusionllm
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6 min read
How 32 Tokens Can Replace 8K of Conversation – The Secret LLM Hack
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How 32 Tokens Can Replace 8K of Conversation – The Secret LLM Hack

#llm #ai #memorycompression
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6 min read
AI That Learns On‑The‑Fly: The Shocking Power of Memento 3
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AI That Learns On‑The‑Fly: The Shocking Power of Memento 3

#ai #opensource #recursiveselfimprovement
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5 min read
Why Your LLM Needs a Confidence Meter Now – The U‑Space Revolution
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Why Your LLM Needs a Confidence Meter Now – The U‑Space Revolution

#llm #aisafety #uncertaintyquantification #ai
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7 min read
Why Cloudflare’s Quiet Deno Takeover Is Shaking the Edge Computing World
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Why Cloudflare’s Quiet Deno Takeover Is Shaking the Edge Computing World

#cloudflare #deno #edgecomputing #ai
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5 min read
What If Your AI Could Keep Getting Smarter on Its Own? Meet MiMo‑V2.6
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amrit

What If Your AI Could Keep Getting Smarter on Its Own? Meet MiMo‑V2.6

#ai #reinforcementlearning #omnimodal
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5 min read
18% Savings on Every AI Call? TokenRouter Just Made It Possible
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amrit

18% Savings on Every AI Call? TokenRouter Just Made It Possible

#tokenrouter #llmrouting #ailatency #ai
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7 min read
Claude Haiku 5.5 Slashes Prices by 75% and Doubles Speed—See How It Changes AI Development
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amrit

Claude Haiku 5.5 Slashes Prices by 75% and Doubles Speed—See How It Changes AI Development

#claude #ai #llm
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6 min read
10‑Second Vision: The Robot That Flips Pancakes Like a Pro – You Won’t Believe How It Works
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amrit

10‑Second Vision: The Robot That Flips Pancakes Like a Pro – You Won’t Believe How It Works

#robotics #ai #videomodel
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5 min read
UNREAL Unifies Retrieval & Long‑Context—Cut Latency 50% in One Pass!
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amrit

UNREAL Unifies Retrieval & Long‑Context—Cut Latency 50% in One Pass!

#ai #nlp #rag
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7 min read
⚡️ 675 B LLM Shatters Expectations – One GPU, Sub‑Second Latency!
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amrit

⚡️ 675 B LLM Shatters Expectations – One GPU, Sub‑Second Latency!

#mistralai #opensourcellm #aiinnovation #ai
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6 min read
Le Chonk Unleashed: Why Mistral’s 1‑Trillion‑Parameter Model Is Shattering LLM Benchmarks
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amrit

Le Chonk Unleashed: Why Mistral’s 1‑Trillion‑Parameter Model Is Shattering LLM Benchmarks

#mistral #llm #openai #ai
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5 min read
How One Open‑Source Model Cut Video Production Costs by 90%—See the 5‑Second Demo
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amrit

How One Open‑Source Model Cut Video Production Costs by 90%—See the 5‑Second Demo

#ai #opensource #videogeneration
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6 min read
How One New Memory Tech Could Make Delivery Drones 18% Safer in 5 Minutes
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amrit

How One New Memory Tech Could Make Delivery Drones 18% Safer in 5 Minutes

#ai #embodiedai #longtermmemory
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5 min read
⚡️One RTX 4090, 100 Trillion Tokens/Second – The Future of AI is in Your Desktop!
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amrit

⚡️One RTX 4090, 100 Trillion Tokens/Second – The Future of AI is in Your Desktop!

#ai #gpu #qwen
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6 min read
How a $1,600 RTX 4090 Beat an H100 at 100 T/s – The LLM Revolution You’re Missing
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amrit

How a $1,600 RTX 4090 Beat an H100 at 100 T/s – The LLM Revolution You’re Missing

#llm #rtx4090 #qwen38 #ai
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7 min read
This AI Just Turned Live Streams Into Instant Fact‑Checkers—See How It Works!
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amrit

This AI Just Turned Live Streams Into Instant Fact‑Checkers—See How It Works!

#ai #videollm #livestreaming
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7 min read
Why Gemini 4 Argon Is the AI Game‑Changer You Didn’t Know About
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amrit

Why Gemini 4 Argon Is the AI Game‑Changer You Didn’t Know About

#ai #google #gemini4
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5 min read
Engineering Zero-Hallucination Regulatory Compliance: Why Vector RAG Fails and TigerGraph Rules
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amrit

Engineering Zero-Hallucination Regulatory Compliance: Why Vector RAG Fails and TigerGraph Rules

#graphrag #tigergraph #enterpriseai #regulatorycompliance
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4 min read
Building EcoGraph AI: Why GraphRAG Beats Vector Search (My TigerGraph Hackathon Journey)
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Building EcoGraph AI: Why GraphRAG Beats Vector Search (My TigerGraph Hackathon Journey)

#tigergraph #rag
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2 min read
I Hunted for n8n's Security Flaws. The Truth Was Far More Disturbing Than Any Exploit.
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I Hunted for n8n's Security Flaws. The Truth Was Far More Disturbing Than Any Exploit.

#n8n #security #cybersecurity #ai
1
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3 min read
Vibe Coding: The End of SaaS or Just Another Hype Cycle?
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Vibe Coding: The End of SaaS or Just Another Hype Cycle?

#aiinsoftwaredevelopment #vibecoding #softwareengineering #ai
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6 min read
Deep Dive: "Vibe coding"
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Deep Dive: "Vibe coding"

#ai #vibecoding #productivity #webdev
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6 min read
Gen Z Is Plotting to End ‘AI Slop’ and Reboot the Internet to 2012. Your Algorithm Isn’t Ready.
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Gen Z Is Plotting to End ‘AI Slop’ and Reboot the Internet to 2012. Your Algorithm Isn’t Ready.

#genz #aislop #internetculture #ai
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6 min read
The AI Honeymoon Is OVER: Why Lawsuits Are About To Redefine The Industry
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The AI Honeymoon Is OVER: Why Lawsuits Are About To Redefine The Industry

#ailawsuits #generativeai #copyrightinfringement #ai
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6 min read
The Automation Wars: Why Your Zapier Bill Is Funding a Philosophy You Might Not Own
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The Automation Wars: Why Your Zapier Bill Is Funding a Philosophy You Might Not Own

#workflowautomation #zapier #n8n #ai
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6 min read
Stop Doomscrolling: I Built an Autonomous AI Agent to Filter the Noise (Python + LangGraph)
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Stop Doomscrolling: I Built an Autonomous AI Agent to Filter the Noise (Python + LangGraph)

#python #langchain #ai #automation
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3 min read
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