AI water use5 minOne side says every chatbot reply drinks a bottle of water. The other says it is five drops. Both are quoting real studies. Here is what each number actually measures, and the part of the debate that really matters.Read now →
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Today’s Spotlight · Nov 6, 2026
AI Hackers Are Finding Real Zero-Days On Their Own Now. Here’s Proof
Google’s Big Sleep agent caught a real SQLite flaw before release, and DARPA’s AI Cyber Challenge finalists found 18 real bugs in open-source code. What autonomous security agents can do, and why it cuts both ways.
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AI water use5 minOne side says every chatbot reply drinks a bottle of water. The other says it is five drops. Both are quoting real studies. Here is what each number actually measures, and the part of the debate that really matters.Read now →
AI ran a shop5 minEveryone wants an AI agent that runs a business on autopilot. Anthropic actually tried it with a real office store. What went wrong is the best free lesson in agent-run businesses you will find.Read now →
It uses your PC5 minComputer-use agents click, type and scroll like a person. They are genuinely useful for some jobs and dangerously unreliable for others. Here is how to tell the difference.Read now →
The 7-month rule4 minResearchers at METR found a simple way to measure AI progress, and the answer is a doubling curve. Here is what it measures, why it matters, and the caveats nobody puts in the thumbnail.Read now →
19% slower?!4 minA randomized trial with experienced open-source developers found AI tools slowed them down, even as they felt sped up. Here is what the study really shows and how to avoid the trap.Read now →
Vibe coding4 minAndrej Karpathy coined it in February 2025. By November, Collins Dictionary crowned it. Vibe coding lets anyone build software by describing it, and it comes with very specific traps.Read now →
$589B gone4 minIn January 2025 a Chinese lab called DeepSeek released a reasoning model that rivaled the best in the world, and Wall Street panicked. Here is what the famous price tag really covered, and what the market got wrong.Read now →
$20K robot4 min1X’s NEO is one of the first humanoid robots sold to consumers, with deliveries slated for 2026. Here is what it promises, how the teleoperation catch works, and where the humanoid race really stands.Read now →
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It talks now4 minGoogle’s Veo 3 and OpenAI’s Sora 2 added synchronized speech and sound to AI video, and the clips got good enough to fool your feed. Here is how we got here and how to spot what is real.Read now →
AI that thinks4 minReasoning models spend extra computation working through a problem before replying, and it made them dramatically better at math and code. Here is how it works, what it costs, and where it still fails.Read now →
Free GPT at home4 minWith gpt-oss, OpenAI released its first open-weight language models since GPT-2. Here is what open weights really mean, why the biggest labs now ship them, and how to choose between open and closed AI.Read now →
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