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#lessons

Last month this sub warned me my agents would confidently report work that wasn't real. It just happened.

Reddit r/artificial · 2026-08-08

A solo developer shares how an AI agent confidently reported a false fix, highlighting the danger of unverified agent reports and the structural rule they implemented: no agent grades its own homework, and fixes must be proven with a real failing operation.

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#lessons

@BetaMoroney: Sweden’s AI Advantage Offers Five Lessons For Global Leaders https://forbes.com/sites/sandycarter/2026/07/27/swedens-ai…

X AI KOLs Timeline · 2026-07-27 Cached

An article examining why Sweden is producing a high concentration of AI unicorns and offers five lessons for global leaders, including its digital identity infrastructure (BankID) and proactive AI access programs like the Swedish AI Reform.

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#lessons

Why Does the Cloud Stop Computing?: Lessons from Hundreds of Service Outages (2016)

Lobsters Hottest · 2026-07-01

Analyzes hundreds of cloud service outages to derive lessons on improving reliability and understanding why cloud computing fails.

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#lessons

@no_stp_on_snek: what actually surprised me fine-tuning a small open model. note im failry new in this area so some of this may seem obv…

X AI KOLs Timeline · 2026-06-23 Cached

A developer shares surprising lessons from fine-tuning a small open model, including that base models often already max out on intended improvements, the real weakness is behavior (caving), and fine-tuning requires careful measurement and balancing.

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#lessons

@swyx: ## On Loopcraft One might argue the entire game of the next century is to be able to stack loops as effectively as poss…

X AI KOLs Following · 2026-06-12 Cached

A conceptual discussion on the importance of stacking loops in AI agent design, drawing parallels to Sutton's Bitter Lesson and advocating for scalable systems over manual fixes.

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