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"Design an Inference Batching System": How to Answer the 2026 AI Engineer Interview Question
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"Design an Inference Batching System": How to Answer the 2026 AI Engineer Interview Question

#research #career #ai #machinelearning
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1 min read
Write an Injection-Proof MCP Tool: shell=False, Allow-Lists and the 43% CVE Class
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Write an Injection-Proof MCP Tool: shell=False, Allow-Lists and the 43% CVE Class

#research #agentsrag #ai #machinelearning
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1 min read
Review an Agent-Written Pull Request in 10 Minutes: The Checklist That Catches What Agents Get Wrong
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Review an Agent-Written Pull Request in 10 Minutes: The Checklist That Catches What Agents Get Wrong

#research #aicoding #ai #machinelearning
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1 min read
Qualify a New Open-Weight Frontier Model in One Week
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Qualify a New Open-Weight Frontier Model in One Week

#modelrelease #evaluation #ai #machinelearning
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1 min read
The Two-Model Voice Agent: Full-Duplex Front End, Reasoning Back End
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The Two-Model Voice Agent: Full-Duplex Front End, Reasoning Back End

#modelrelease #agentsrag #ai #machinelearning
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1 min read
What to Charge as a Freelance AI Engineer in India and the UK
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What to Charge as a Freelance AI Engineer in India and the UK

#research #career #ai #machinelearning
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Sony and Warner Sue Anthropic — and Name Its Founders
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Sony and Warner Sue Anthropic — and Name Its Founders

#research #policy #ai #machinelearning
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1 min read
Gemini Notebook Swaps Daily Caps for a Compute Budget
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Gemini Notebook Swaps Daily Caps for a Compute Budget

#infra #product #ai #machinelearning
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1 min read
OpenAI's GPT-Live-1 Listens and Speaks at the Same Time
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OpenAI's GPT-Live-1 Listens and Speaks at the Same Time

#product #modelrelease #ai #machinelearning
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1 min read
Keep Your Agent's Safety Rules Alive Through Compaction
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Keep Your Agent's Safety Rules Alive Through Compaction

#research #agentsrag #ai #machinelearning
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1 min read
Prompt, Semantic or Exact-Match: Choosing Your LLM Cache
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Prompt, Semantic or Exact-Match: Choosing Your LLM Cache

#infra #costoptimisation #ai #machinelearning
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1 min read
Prove You Can Build Evals: The Skill Gap That Gets You Hired
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Prove You Can Build Evals: The Skill Gap That Gets You Hired

#research #career #ai #machinelearning
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UK Opens Three AI Fronts: Monitoring, Liability, Fraud
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UK Opens Three AI Fronts: Monitoring, Liability, Fraud

#policy #ai #machinelearning
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1 min read
Anthropic's Second Profitable Quarter and the $2tn Question
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Anthropic's Second Profitable Quarter and the $2tn Question

#infra #funding #ai #machinelearning
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1 min read
Four AI Chiefs Ask for a Slowdown. Washington Pushes Back
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Four AI Chiefs Ask for a Slowdown. Washington Pushes Back

#research #policy #ai #machinelearning
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1 min read
Answer the Enterprise Security Questionnaire for Your AI Feature
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Answer the Enterprise Security Questionnaire for Your AI Feature

#policy #deploymentinfra #ai #machinelearning
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1 min read
Right Tool, Wrong Arguments: Debugging Agent Argument Extraction
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Right Tool, Wrong Arguments: Debugging Agent Argument Extraction

#research #agentsrag #ai #machinelearning
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1 min read
The First AI Hire in a Non-AI Company: Scope the Role, Set the Terms
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The First AI Hire in a Non-AI Company: Scope the Role, Set the Terms

#product #career #ai #machinelearning
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1 min read
UK Keeps AI Vendors Out of the Cyber Security and Resilience Bill
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UK Keeps AI Vendors Out of the Cyber Security and Resilience Bill

#policy #ai #machinelearning
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Accenture Stands Up 1,000 Forward-Deployed Engineers for Gemini
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Accenture Stands Up 1,000 Forward-Deployed Engineers for Gemini

#infra #product #ai #machinelearning
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1 min read
Salesforce's AI Harness: Six Trust Layers, One Control Plane
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Salesforce's AI Harness: Six Trust Layers, One Control Plane

#infra #product #ai #machinelearning
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1 min read
Evaluating Your Router: Did the Cheap Model Deserve It?
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Evaluating Your Router: Did the Cheap Model Deserve It?

#infra #evaluation #ai #machinelearning
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1 min read
Build Your Own Agent Control Plane: Ceilings and Quotas
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Build Your Own Agent Control Plane: Ceilings and Quotas

#product #deploymentinfra #ai #machinelearning
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1 min read
The AI Cost Engineer: Proving You Can Cut a Token Bill
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The AI Cost Engineer: Proving You Can Cut a Token Bill

#product #career #ai #machinelearning
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1 min read
$435M Went Into Making Agents Safe Enough to Ship
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$435M Went Into Making Agents Safe Enough to Ship

#infra #funding #ai #machinelearning
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1 min read
DeepSeek V4.1 Flash: MIT Weights, $0.003 Cached Input
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DeepSeek V4.1 Flash: MIT Weights, $0.003 Cached Input

#infra #opensource #ai #machinelearning
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1 min read
Sakana Says Fugu Ultra v2 Beats Models It Won't Use
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Sakana Says Fugu Ultra v2 Beats Models It Won't Use

#research #modelrelease #ai #machinelearning
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1 min read
Write a System Card for Your AI Feature: A Working Template
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Write a System Card for Your AI Feature: A Working Template

#product #evaluation #ai #machinelearning
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1 min read
Managed Agent Runtime or Your Own Harness? A Decision Ladder
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Managed Agent Runtime or Your Own Harness? A Decision Ladder

#product #deploymentinfra #ai #machinelearning
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1 min read
AI Jobs Outside Tech: Manufacturing, Logistics and Retail
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AI Jobs Outside Tech: Manufacturing, Logistics and Retail

#product #career #ai #machinelearning
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1 min read
Apple's New Siri Runs on Google's Model, Inside Apple's Cloud
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Apple's New Siri Runs on Google's Model, Inside Apple's Cloud

#infra #product #ai #machinelearning
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1 min read
GitHub's HydraFusion Cuts Cost in Three Benchmarks. Quality in One
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GitHub's HydraFusion Cuts Cost in Three Benchmarks. Quality in One

#infra #product #ai #machinelearning
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1 min read
Gimlet Labs Raises $300M to Take Inference Off One Chip
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Gimlet Labs Raises $300M to Take Inference Off One Chip

#infra #funding #ai #machinelearning
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1 min read
Supervisor, Swarm or Fan-Out: Choosing a Multi-Agent Shape
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Supervisor, Swarm or Fan-Out: Choosing a Multi-Agent Shape

#product #agentsrag #ai #machinelearning
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1 min read
Recompute Your Self-Host Break-Even: Memory Prices Moved It
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Recompute Your Self-Host Break-Even: Memory Prices Moved It

#infra #costoptimisation #ai #machinelearning
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How to Bid for Public-Sector AI Work as a Two-Person Team
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How to Bid for Public-Sector AI Work as a Two-Person Team

#policy #career #ai #machinelearning
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Memory Is Sold Out for 2026. Your Inference Floor Just Moved
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Memory Is Sold Out for 2026. Your Inference Floor Just Moved

#infra #ai #machinelearning
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1 min read
India's AI Funding Quadrupled to $676M in Six Months
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India's AI Funding Quadrupled to $676M in Six Months

#funding #ai #machinelearning
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Britain Will Buy AI From Startups. No Turnover Floor
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Britain Will Buy AI From Startups. No Turnover Floor

#funding #policy #ai #machinelearning
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Designing the Tool-Permission Boundary for an Agent
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Designing the Tool-Permission Boundary for an Agent

#infra #agentsrag #ai #machinelearning
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1 min read
Reading the AI Hiring Gap: Which Roles Are Open
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Reading the AI Hiring Gap: Which Roles Are Open

#funding #career #ai #machinelearning
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1 min read
Qualify Your Agent Before You Ship It
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Qualify Your Agent Before You Ship It

#product #evaluation #ai #machinelearning
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1 min read
India Will Advertise 382,000 AI Roles. Britain Is Hiring Users
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India Will Advertise 382,000 AI Roles. Britain Is Hiring Users

#funding #research #ai #machinelearning
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1 min read
Alibaba and Cambricon Just Bought Seats at PyTorch's Table
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Alibaba and Cambricon Just Bought Seats at PyTorch's Table

#infra #opensource #ai #machinelearning
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OpenAI Is Taking Agents In-House. Your Framework May Be the Loser
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OpenAI Is Taking Agents In-House. Your Framework May Be the Loser

#infra #product #ai #machinelearning
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Structured Outputs That Survive a Provider Swap
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Structured Outputs That Survive a Provider Swap

#research #prompting #ai #machinelearning
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1 min read
Context Files for Coding Agents: What Goes in Root, What Goes Deep
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Context Files for Coding Agents: What Goes in Root, What Goes Deep

#opensource #aicoding #ai #machinelearning
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1 min read
The AI Project Write-Up That Survives a 90-Second Scan
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The AI Project Write-Up That Survives a 90-Second Scan

#research #career #ai #machinelearning
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1 min read
The EU's AI Labelling Code Is Live. Voluntary Is Not Optional.
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The EU's AI Labelling Code Is Live. Voluntary Is Not Optional.

#product #policy #ai #machinelearning
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1 min read
Mistral's Agentic Search Triples Accuracy. Not on the Sovereign Tier.
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Mistral's Agentic Search Triples Accuracy. Not on the Sovereign Tier.

#infra #product #ai #machinelearning
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1 min read
A Third of Firms Killed a Software Purchase. Agents Built It.
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A Third of Firms Killed a Software Purchase. Agents Built It.

#product #research #ai #machinelearning
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1 min read
Time-Series Foundation Models vs a Good Baseline
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Time-Series Foundation Models vs a Good Baseline

#opensource #evaluation #ai #machinelearning
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1 min read
Design the Queue Your Agent Escalates Into
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Design the Queue Your Agent Escalates Into

#product #deploymentinfra #ai #machinelearning
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1 min read
Get Your AI Project Funded From the Inside
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Get Your AI Project Funded From the Inside

#research #career #ai #machinelearning
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1 min read
NVIDIA Bought the Hub. China Supplies the Weights.
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NVIDIA Bought the Hub. China Supplies the Weights.

#policy #opensource #ai #machinelearning
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1 min read
Anthropic Moves Its Safety Monitoring Into Your Cloud
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Anthropic Moves Its Safety Monitoring Into Your Cloud

#infra #product #ai #machinelearning
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1 min read
NVIDIA Is Buying the Place Your Models Live
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NVIDIA Is Buying the Place Your Models Live

#product #infra #ai #machinelearning
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1 min read
Getting Referred Into an AI Team Without Knowing Anyone
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Getting Referred Into an AI Team Without Knowing Anyone

#research #career #ai #machinelearning
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1 min read
Handling Thinking Blocks So a Model Upgrade Isn't a Rewrite
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Handling Thinking Blocks So a Model Upgrade Isn't a Rewrite

#modelrelease #aicoding #ai #machinelearning
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1 min read
Scoping a Two-Week Paid AI Pilot as a Solo Builder
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Scoping a Two-Week Paid AI Pilot as a Solo Builder

#research #career #ai #machinelearning
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