A mathematical analysis shows that 99.9% alignment accuracy per generation drops to 60% after 500 generations, raising concerns for recursive AI self-improvement.
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Science & Nature
163 posts
CRISPR tech selectively shreds cancer cells, including “undruggable” cancers
New CRISPR-based approach selectively destroys cancer cells, including resistant types, offering potential for advanced treatments. Details are still emerging.
The Co-Founder’s Black Hole — A Structural Read on Jack Clark’s Automated AI R&D Essay
Jack Clark predicts over 60% chance of fully automated AI research by 2028, raising concerns about institutional capacity and future uncertainties.
Every Benchmark Launched 2023-2024 Has Fallen — The METR / SWE-Bench / CORE-Bench / MLE-Bench / PostTrainBench Sequence
Every major AI R&D benchmark launched in 2023-2024 has either saturated or is nearing saturation within months, signaling rapid AI capability advancement.
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 R&D occurs by 2028, signaling a major policy stance.
The Continual Learning Research Map: Where the Memento Constraint Stands in May 2026
Six months after identifying the Memento constraint, research shows no solution is ready; timelines estimate 2028-2030 for genuine continual AI deployment.
Two Channels: How the Pentagon Just Split Frontier-AI Procurement in Half
The Pentagon announced a division of its AI procurement into two distinct channels, placing Anthropic in a strategic, non-redundant category, impacting future AI contracts.
‘They take you out of life, out of time’: a journey into Spain’s cave paintings
A detailed exploration of recent discoveries in Spain’s Altamira cave, uncovering new insights into prehistoric art and its preservation challenges.
The Memento Constraint: Why Continual Learning Is the Trillion-Dollar Bottleneck Nobody Is Pricing
Exploring how the inability of current AI models to learn continuously impacts the enterprise AI economy and future innovation.
Pentagon AI Goes Explicit: The Frontier Labs Move Inside the Classified Stack
The Pentagon has announced agreements with major AI firms to deploy advanced AI capabilities within classified networks, signaling a shift toward AI-first military operations.