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📖 Read In Depth
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Simple self-distillation improves code generation
A paper on simple self-distillation improving code generation — directly relevant to someone who builds ML systems from scratch to understand them. Self-distillation is a lean technique worth understanding at the mechanism level, not just the benchmark level.
hn/Best Stories
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We replaced RAG with a virtual filesystem for our AI documentation assistant
Mintlify replaced RAG with a virtual filesystem abstraction for their AI documentation assistant — a concrete architectural decision with real tradeoffs. This is the kind of 'build vs. abstract' systems thinking that rewards close reading, not skimming.
hn/Best Stories
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Delve allegedly forked an open-source tool and sold it as its own
Delve, a YC startup, was removed from YC's directory after allegedly forking an open-source tool and selling it as proprietary — but HN comments suggest the scandal goes deeper than a license violation. A useful case study in startup ethics, defensibility built on false foundations, and how reputations collapse.
hn/Best Stories
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Solar and batteries can power the world
A technical analysis arguing solar + batteries can power the world — not a policy puff piece but a quantitative modeling exercise. With renewables hitting ~50% of global electricity capacity, the underlying math here is worth engaging with critically.
hn/Best Stories
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The FAA’s flight restriction for drones is an attempt to criminalize filming ICE
The FAA created a flight restriction around ICE vehicles — including unmarked ones — that effectively criminalizes documenting enforcement operations. The EFF argues this is a First Amendment issue disguised as aviation safety; the HN comment noting you can unknowingly violate it when a vehicle drives near you is particularly alarming.
hn/Best Stories
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Post Mortem: axios NPM supply chain compromise
Post-mortem on the axios NPM supply chain compromise — one of the most widely used HTTP libraries in JavaScript. If you care about software supply chain security and build systems, the specifics of how this happened and propagated are worth understanding at depth.
hn/Best Stories
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âš¡ FYI
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Oracle files H-1B visa petitions amid mass layoffs
Oracle is filing thousands of H-1B petitions while simultaneously conducting mass layoffs — a stark illustration of how the visa system gets gamed to substitute cheaper labor. Directly relevant given the H-1B crackdown context and the broader skilled-worker immigration debate.
hn/Best Stories
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Trump Slashed Science Funding. Now the U.S. Could Face a Costly Brain Drain.
Trump's science funding cuts are creating a real opening for Europe and Canada to recruit US-based researchers. For someone in Santa Clara watching the H-1B crackdown and immigration policy shifts, the compounding effect on technical talent pipelines is worth tracking.
nyt/Business
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A.I. Companies Shatter Fund-Raising Records, as Boom Accelerates
AI companies raised $297 billion in Q1 2026 — OpenAI, Anthropic, Waymo leading. The sheer scale signals that the capital formation phase isn't slowing, but raises real questions about where the returns come from and which bets survive the eventual rationalization.
nyt/Technology
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OpenAI Acquires TBPN
OpenAI acquired TBPN, a tech media/podcast property. The HN comment captures the dynamic well: both sides likely believe editorial independence is preserved, but the incentive structures say otherwise. OpenAI acquiring media distribution is a meaningful moat move worth noting.
hn/Best Stories
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Big Banks Seeking a Piece of SpaceX’s I.P.O. Must Subscribe to Elon Musk’s Grok
Musk is requiring Wall Street banks to subscribe to Grok if they want a piece of the SpaceX IPO advisory work. This is leverage-as-distribution — using a highly coveted deal to force adoption of a struggling product. Cynical and probably effective.
nyt/Technology
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