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Location Chennai, India Joined Joined on  Personal website https://aitechconnect.in/
Choosing a Guardrail Classifier: Llama Guard vs Qwen3-Guard
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Choosing a Guardrail Classifier: Llama Guard vs Qwen3-Guard

#policy #evaluation #ai #machinelearning
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1 min read
When a Second Model Checking the First Pays for Itself
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When a Second Model Checking the First Pays for Itself

#infra #costoptimisation #ai #machinelearning
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1 min read
How to Demo Your AI Agent Live Without It Falling Over
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How to Demo Your AI Agent Live Without It Falling Over

#research #career #ai #machinelearning
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1 min read
Qwen3.8-Flash-Next: 125B Weights, 6B Active, Community Licence
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Qwen3.8-Flash-Next: 125B Weights, 6B Active, Community Licence

#infra #opensource #ai #machinelearning
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1 min read
Cisco's 90,000-Seat Agent: Most of It Reportedly Off-Frontier
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Cisco's 90,000-Seat Agent: Most of It Reportedly Off-Frontier

#opensource #product #ai #machinelearning
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1 min read
Gemini 3.8 Flash Scores Higher, and Costs More Per Task
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Gemini 3.8 Flash Scores Higher, and Costs More Per Task

#infra #modelrelease #ai #machinelearning
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1 min read
Your First 30 Days as a Company's First AI Engineer
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Your First 30 Days as a Company's First AI Engineer

#research #career #ai #machinelearning
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1 min read
Reserved, On-Demand or Spot: A GPU Commitment Model
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Reserved, On-Demand or Spot: A GPU Commitment Model

#product #costoptimisation #ai #machinelearning
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1 min read
Judging GUI Agents: Build a Screenshot-Trajectory Judge
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Judging GUI Agents: Build a Screenshot-Trajectory Judge

#product #evaluation #ai #machinelearning
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1 min read
Hiring Is Falling. The AI Slice of It Just Hit a Record
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Hiring Is Falling. The AI Slice of It Just Hit a Record

#infra #research #ai #machinelearning
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1 min read
Anthropic Booked $80bn of Compute Inside a Week
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Anthropic Booked $80bn of Compute Inside a Week

#funding #infra #ai #machinelearning
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1 min read
The EU Now Regulates ChatGPT as a Search Engine, Not an AI
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The EU Now Regulates ChatGPT as a Search Engine, Not an AI

#product #policy #ai #machinelearning
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1 min read
Turn Production Traces Into a Fine-Tuning Set, Safely
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Turn Production Traces Into a Fine-Tuning Set, Safely

#policy #finetuning #ai #machinelearning
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1 min read
Stop Shipping 100 Tool Definitions to Your Agent
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Stop Shipping 100 Tool Definitions to Your Agent

#opensource #agentsrag #ai #machinelearning
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1 min read
When Your AI Team Gets Restructured: A 30-Day Plan
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When Your AI Team Gets Restructured: A 30-Day Plan

#research #career #ai #machinelearning
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1 min read
UK AI Funding Hit a Record. The Deal Count Didn't Move.
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UK AI Funding Hit a Record. The Deal Count Didn't Move.

#funding #ai #machinelearning
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1 min read
88% of Enterprises Hit Agent Security Incidents Last Year
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88% of Enterprises Hit Agent Security Incidents Last Year

#policy #research #ai #machinelearning
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1 min read
Anthropic's Model Hardware Standard Gives Agents a Driver Layer
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Anthropic's Model Hardware Standard Gives Agents a Driver Layer

#infra #product #ai #machinelearning
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1 min read
Cost-Aware Evals: Score Quality Per Pound, Not Just Quality
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Cost-Aware Evals: Score Quality Per Pound, Not Just Quality

#infra #evaluation #ai #machinelearning
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1 min read
Tool Selection: Writing Descriptions That Stop Wrong Tool Calls
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Tool Selection: Writing Descriptions That Stop Wrong Tool Calls

#research #prompting #ai #machinelearning
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1 min read
Get Hired to Clean Up Agent Sprawl: The Agent-Platform Engineer
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Get Hired to Clean Up Agent Sprawl: The Agent-Platform Engineer

#product #career #ai #machinelearning
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1 min read
A Month On, the Stateless MCP Transport Migration Is Mostly Done
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A Month On, the Stateless MCP Transport Migration Is Mostly Done

#infra #opensource #ai #machinelearning
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1 min read
India's GCCs Now Account for a Third of the Country's AI Hiring
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India's GCCs Now Account for a Third of the Country's AI Hiring

#funding #research #ai #machinelearning
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1 min read
Meta's Muse Code Bets on Cheap Tokens, Not Top Benchmark Scores
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Meta's Muse Code Bets on Cheap Tokens, Not Top Benchmark Scores

#modelrelease #product #ai #machinelearning
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1 min read
Letting a Coding Agent Touch Your Database Schema Safely
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Letting a Coding Agent Touch Your Database Schema Safely

#product #aicoding #ai #machinelearning
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1 min read
Bounding Agent Tool Output Without Wrecking Your Cache
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Bounding Agent Tool Output Without Wrecking Your Cache

#research #agentsrag #ai #machinelearning
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1 min read
The Reverse Interview: 15 Questions for an AI Team You Might Join
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The Reverse Interview: 15 Questions for an AI Team You Might Join

#product #career #ai #machinelearning
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1 min read
Microsoft's Agent Lightning v1.0 Trains Agents Without Rewrites
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Microsoft's Agent Lightning v1.0 Trains Agents Without Rewrites

#research #opensource #ai #machinelearning
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1 min read
The EU's First AI Act Fines Land on Buyers, Not Model Labs
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The EU's First AI Act Fines Land on Buyers, Not Model Labs

#product #policy #ai #machinelearning
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1 min read
AWS Gives Agent Web Search Domain Filters and Two New Regions
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AWS Gives Agent Web Search Domain Filters and Two New Regions

#infra #product #ai #machinelearning
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1 min read
Delegated Authority for Sub-Agents: Token Exchange and DPoP
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Delegated Authority for Sub-Agents: Token Exchange and DPoP

#policy #agentsrag #ai #machinelearning
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1 min read
Coding Agents for Terraform: Plan, Diff, Apply
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Coding Agents for Terraform: Plan, Diff, Apply

#product #aicoding #ai #machinelearning
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1 min read
How to Get Hired at an AI Infrastructure Company
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How to Get Hired at an AI Infrastructure Company

#product #career #ai #machinelearning
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1 min read
NVIDIA's Open Agent Trajectories Just Tripled to 920,000
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NVIDIA's Open Agent Trajectories Just Tripled to 920,000

#infra #opensource #ai #machinelearning
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1 min read
Anthropic's Claude Academy Turns AI Fluency Into a Badge
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Anthropic's Claude Academy Turns AI Fluency Into a Badge

#research #product #ai #machinelearning
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1 min read
MCP's New Roadmap Puts Agent Identity Ahead of Tool-Calling
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MCP's New Roadmap Puts Agent Identity Ahead of Tool-Calling

#product #opensource #ai #machinelearning
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1 min read
Debug With a Coding Agent: Reproduce, Bisect, Fix, Prove
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Debug With a Coding Agent: Reproduce, Bisect, Fix, Prove

#product #aicoding #ai #machinelearning
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1 min read
Negotiate the Job, Not Just the Offer
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Negotiate the Job, Not Just the Offer

#product #career #ai #machinelearning
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1 min read
Time-of-Day Arbitrage: Scheduling LLM Work Around Peak Pricing
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Time-of-Day Arbitrage: Scheduling LLM Work Around Peak Pricing

#infra #costoptimisation #ai #machinelearning
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1 min read
The 27B Class: August's Small Open-Weight Models, Compared
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The 27B Class: August's Small Open-Weight Models, Compared

#modelrelease #opensource #ai #machinelearning
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1 min read
What the EU AI Act Asks of Firms That Buy AI, Not Build It
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What the EU AI Act Asks of Firms That Buy AI, Not Build It

#policy #ai #machinelearning
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1 min read
Cloudflare Built a Browser for Agents and Left Out Chromium
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Cloudflare Built a Browser for Agents and Left Out Chromium

#infra #product #ai #machinelearning
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1 min read
When Your Domain Is Too Far Out for Fine-Tuning
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When Your Domain Is Too Far Out for Fine-Tuning

#infra #finetuning #ai #machinelearning
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1 min read
Testing the MCP Server You Just Built
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Testing the MCP Server You Just Built

#infra #aicoding #ai #machinelearning
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1 min read
Serve Many LoRA Adapters From One GPU
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Serve Many LoRA Adapters From One GPU

#research #finetuning #ai #machinelearning
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1 min read
Callosum's $100m Seed Is the UK Sovereign Fund's First Cheque
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Callosum's $100m Seed Is the UK Sovereign Fund's First Cheque

#infra #funding #ai #machinelearning
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1 min read
GLM-5.3 Found 1,097 Critical Bugs. Its Weights Are on Hold
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GLM-5.3 Found 1,097 Critical Bugs. Its Weights Are on Hold

#research #modelrelease #ai #machinelearning
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1 min read
Google's A2A Joins the Foundation That Already Runs MCP
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Google's A2A Joins the Foundation That Already Runs MCP

#policy #opensource #ai #machinelearning
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1 min read
Multimodal Prompting in Production: Images, PDFs, Screenshots
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Multimodal Prompting in Production: Images, PDFs, Screenshots

#research #prompting #ai #machinelearning
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1 min read
Air-Gapped LLM Deployment for Banks, Insurers and the NHS
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Air-Gapped LLM Deployment for Banks, Insurers and the NHS

#policy #deploymentinfra #ai #machinelearning
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1 min read
How to Talk About AI-Assisted Work in Interviews
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How to Talk About AI-Assisted Work in Interviews

#product #career #ai #machinelearning
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1 min read
Britain Still Has No AI Act. Here's What Actually Governs AI
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Britain Still Has No AI Act. Here's What Actually Governs AI

#product #policy #ai #machinelearning
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1 min read
NVIDIA's Nemotron 3.5 Lightning: 30B MoE, 3B Active, 1M Context
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NVIDIA's Nemotron 3.5 Lightning: 30B MoE, 3B Active, 1M Context

#infra #opensource #ai #machinelearning
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1 min read
A 27B London Agent Beat Frontier Models at Reproducing Research
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A 27B London Agent Beat Frontier Models at Reproducing Research

#modelrelease #research #ai #machinelearning
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1 min read
Per-Tenant Cost Attribution for Agent Products
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Per-Tenant Cost Attribution for Agent Products

#product #costoptimisation #ai #machinelearning
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1 min read
Prompting for Indic Languages and British English in One App
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Prompting for Indic Languages and British English in One App

#research #prompting #ai #machinelearning
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1 min read
How to Move Into an AI Role Without Leaving Your Employer
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How to Move Into an AI Role Without Leaving Your Employer

#research #career #ai #machinelearning
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1 min read
Gemini 3.7 Flash Arrives Three Weeks Later at Half the Price
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Gemini 3.7 Flash Arrives Three Weeks Later at Half the Price

#product #modelrelease #ai #machinelearning
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1 min read
Nvidia Pays $6bn to Licence Poolside's Model Factory
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Nvidia Pays $6bn to Licence Poolside's Model Factory

#infra #funding #ai #machinelearning
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1 min read
Stripe Buys OpenRouter for $7bn and the Neutral Gateway Ends
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Stripe Buys OpenRouter for $7bn and the Neutral Gateway Ends

#infra #product #ai #machinelearning
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1 min read
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