Compare 15 children’s chemistry experiment kits by age fit, experiment variety, chemistry focus, setup demands, and who each option suits best.
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15 Best Children’s Chemistry Experiment Kits for Curious Young Scientists in 2027
A Faster AI Lab And A $1,279 Exploit: Reading GPT-6 Cyber And METR
OpenAI says GPT-6 Cyber helped produce 948 Linux privilege-escalation exploits. METR separately reports faster model progress at Anthropic, with much evidence withheld.
46 Data Center Ballot Votes Went One Way. Here’s What Voters Decided
Unofficial results show restrictions leading in 46 of 47 local data center ballot measures across 10 states, though the measures vary widely.
Three Market Moves To Watch Around AI: AMD, Australian Rates And Hong Kong Crypto Taxes
AMD reported a surge in data-center revenue as Australia raised rates, citing AI investment. Hong Kong also passed new crypto tax-reporting rules.
Arkéa Says About €100 Million Was Stolen
Crédit Mutuel Arkéa says attackers used its own account through a service provider. The bank says customer accounts were not involved.
How AI And Factory Robots Are Tied To National Security
ABB says China prohibited SoftBank’s purchase of its robotics business in China. The global deal’s status and Beijing’s reasons remain unclear.
OpenAI Says ChatGPT Handles 20% Of Google Searches. Do The Numbers Agree?
OpenAI says ChatGPT handles one-fifth of Google’s query volume. Independent estimates and website traffic data give a more limited picture.
One Matrix Edit, One Measured Win: GPT-6 Astra Changed A Qwen Model’s Weights And Fixed JSON Tab Escaping From 49 To 70 Of 120
A one-matrix edit raised Qwen3-4B’s exact score from 49 to 70 of 120 on a frozen text-to-JSON test, but left other tasks unchanged.
Links For November 2026
Astral Codex Ten’s November links post collects forecasts, essays and cultural notes, while warning that some links may be wrong or misleading.
Looking For Better Workflows? Try These 12 AI Productivity Apps
A roundup of 12 AI productivity tools and learning resources, from Google Gemini workflow guidance to meeting notes and writing support.
