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EarnQA
  • About
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Advanced Topics in SQA

188 posts
  • Advanced Topics in SQA

Every Benchmark Launched 2023-2024 Has Fallen — The METR / SWE-Bench / CORE-Bench / MLE-Bench / PostTrainBench Sequence

Every Benchmark Launched 2023-2024 Has Fallen — The METR / SWE-Bench / CORE-Bench / MLE-Bench / PostTrainBench Sequence
Every major AI R&D benchmark launched between 2023-2024 has reached saturation or is nearing it, indicating rapid progress in AI capabilities.
  • EarnQA Team
  • June 12, 2026
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  • Advanced Topics in SQA

Jack Clark Says It Out Loud — Reading the Co-Founder’s 60%/2028 Estimate on Automated AI R&D

Jack Clark Says It Out Loud — Reading the Co-Founder’s 60%/2028 Estimate on Automated AI R&D
Anthropic’s co-founder Jack Clark publicly estimates over 60% probability that autonomous AI systems capable of self-innovation will emerge by 2028.
  • EarnQA Team
  • June 12, 2026
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  • Advanced Topics in SQA

The Skills Marketplace, Six Months Later: Predicted vs Actual

The Skills Marketplace, Six Months Later: Predicted vs Actual
Six months after predictions, the skills marketplace has grown significantly but remains fragmented, with top players dominating and structural challenges persisting.
  • EarnQA Team
  • June 12, 2026
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  • Advanced Topics in SQA

The Compute Concentration Audit: When Sovereign Wealth Funds Notice Three Companies Own the Frontier

The Compute Concentration Audit: When Sovereign Wealth Funds Notice Three Companies Own the Frontier
Major regulatory bodies are conducting a structural audit of the compute substrate behind frontier AI labs, focusing on AWS, Azure, and Google Cloud.
  • EarnQA Team
  • June 12, 2026
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  • Advanced Topics in SQA

The New Personal Agent Layer

The New Personal Agent Layer
OpenClaw and Hermes introduce a new layer of persistent, action-oriented AI agents that operate across digital environments, transforming personal and enterprise workflows.
  • EarnQA Team
  • June 12, 2026
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  • Advanced Topics in SQA

The Continual Learning Research Map: Where the Memento Constraint Stands in May 2026

The Continual Learning Research Map: Where the Memento Constraint Stands in May 2026
A detailed update on the current state of the Memento Constraint research map, highlighting progress, challenges, and timelines for autonomous AI.
  • EarnQA Team
  • June 12, 2026
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  • Advanced Topics in SQA

October 2026: What an Anthropic IPO Actually Unlocks

October 2026: What an Anthropic IPO Actually Unlocks
Anthropic prepares for a historic IPO in October 2026, with a valuation exceeding $850 billion, unlocking strategic and market shifts in AI industry.
  • EarnQA Team
  • June 11, 2026
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  • Advanced Topics in SQA

The Forward-Deploy Pivot: Why Anthropic and OpenAI Are Becoming Consulting Firms in the Same Week

The Forward-Deploy Pivot: Why Anthropic and OpenAI Are Becoming Consulting Firms in the Same Week
Anthropic and OpenAI are establishing AI-native enterprise services firms, signaling a strategic move to disrupt traditional consulting and enterprise IT markets.
  • EarnQA Team
  • June 11, 2026
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  • Advanced Topics in SQA

Two Channels: How the Pentagon Just Split Frontier-AI Procurement in Half

Two Channels: How the Pentagon Just Split Frontier-AI Procurement in Half
The Pentagon split its frontier AI procurement into two distinct channels, placing Anthropic in a strategic, non-redundant track while excluding it from the classified network.
  • EarnQA Team
  • June 11, 2026
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  • Advanced Topics in SQA

The Trojan Horse in Your Living Room: How Smart TVs Became the World’s Most Sophisticated Ad Surveillance Network

The Trojan Horse in Your Living Room: How Smart TVs Became the World’s Most Sophisticated Ad Surveillance Network
Smart TVs collect detailed screen and sound data via Automatic Content Recognition, fueling a lucrative ad industry and raising privacy concerns.
  • EarnQA Team
  • June 11, 2026
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Apple's 20th Anniversary iPhones to Come in Two Sizes, Will Launch Alongside Gen 2 Foldable iPhone
  • General

Apple’s 20th Anniversary iPhones to Come in Two Sizes, Will Launch Alongside Gen 2 Foldable iPhone

Apple's 20th anniversary iPhones will debut in two sizes alongside a second-generation…
  • EarnQA Team
  • June 23, 2026
Users report nationwide Comcast outages affecting Connecticut
  • General

Users report nationwide Comcast outages affecting Connecticut

Thousands of Connecticut residents face widespread Comcast outages, with reports of…
  • EarnQA Team
  • June 23, 2026
Technology Is Never Neutral: Pope Leo XIV’s AI Encyclical, and the Empty Chairs in the Room
  • Software Quality

Technology Is Never Neutral: Pope Leo XIV’s AI Encyclical, and the Empty Chairs in the Room

Pope Leo XIV’s encyclical on AI emphasizes technology's non-neutrality and highlights…
  • EarnQA Team
  • June 23, 2026
The labor share. Is value really moving from labor to capital? The data isn’t on anyone’s side yet.
  • Advanced Topics in SQA

The labor share. Is value really moving from labor to capital? The data isn’t on anyone’s side yet.

Recent data shows stable overall labor share over 70 years, but early signals suggest…
  • EarnQA Team
  • June 23, 2026
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