TLDR Index
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  1. Page 1: Today’s IndexTLDR, TLDR AI, TLDR Dev, TLDR InfoSec, TLDR Crypto · 9 stories
  2. Page 2: TLDRTLDR · 11 stories
  3. Page 3: TLDR AITLDR AI · 9 stories
  4. Page 4: TLDR AI — continuedTLDR AI · 8 stories
  5. Page 5: TLDR DevTLDR Dev · 7 stories
  6. Page 6: TLDR InfoSecTLDR InfoSec · 12 stories
  7. Page 7: TLDR CryptoTLDR Crypto · 11 stories
  8. Page 8: TLDR ProductTLDR Product · 10 stories
  9. Page 9: TLDR DesignTLDR Design · 12 stories
  10. Page 10: TLDR MarketingTLDR Marketing · 9 stories
  11. Page 11: Resources & ToolsTLDR Dev, TLDR InfoSec, TLDR Design, TLDR Marketing · 9 stories
  12. Page 12: SponsoredTLDR, TLDR AI, TLDR Dev, TLDR InfoSec, TLDR Product, TLDR Design, TLDR Marketing · 15 stories
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Daily Edition · Page 4

THE DAILY INDEX

Technology, AI, software, security, crypto and business

Continued

TLDR AI — continued

TLDR AI

200K TOKENS IS PLENTY

Claude Opus 4.5 is considered the best model for coding, and it only has a context window of roughly 200,000 tokens. While some people feel like that is not a lot, that can be plenty for developers who use short threads. The best threads are short, with just the right amount of context. The longer the conversation, the more an agent's context window gets filled up with junk. You only need to give agents the context they need to get the job done, and no more.

ampcode.com · 6 min

TLDR AI

TERENCE TAO DOUBTS THAT ANYTHING RESEMBLING GENUINE "ARTIFICIAL GENERAL INTELLIGENCE" IS WITHIN REACH OF CURRENT AI TOOLS

While 'artificial general intelligence' may be out of reach, 'artificial general cleverness' is becoming a reality in many ways. General cleverness is the ability to solve broad classes of complex problems via somewhat ad hoc means. While this doesn't qualify as true intelligence, it can result in a non-trivial success rate in a wide spectrum of tasks. Viewing the current generation of tools as a generator of clever thoughts and outputs may be a more productive perspective when trying to use them to solve difficult problems.

mathstodon.xyz · 2 min

TLDR IndexPage 4