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📖 Read In Depth
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Domain expertise has always been the real moat
Argues that domain expertise — not AI tooling — remains the durable competitive moat. The HN comment thread adds a sharp distinction: knowing how to verify AI output is very different from knowing what to ask for in the first place. Directly relevant to how Xinyu thinks about moats and defensibility in an AI-saturated market.
hn/Best Stories
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Microsoft Office 2019 and 2021 for Mac view-only conversion
Microsoft is quietly converting perpetual-license Office 2019/2021 for Mac to view-only mode, effectively killing software you paid for. The HN thread is full of legal analysis (Australian consumer law, EU protections) and righteous anger — a textbook case of platform lock-in executed through software rot.
hn/Best Stories
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Proposed new US funding rules: We can cancel any grant at any time
OMB is proposing rules that would let the government cancel research grants at any time, with political appointees getting final approval on funding decisions. This is a structural attack on independent science funding — has long-term implications for AI/ML research that depends on federal grants and academic pipelines.
hn/Best Stories
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Please Do Not Vibe Fuck Up This Software
rsync maintainers pushing back hard against vibe-coded AI contributions that introduce subtle bugs into a critical piece of infrastructure. The 'please do not vibe fuck up this software' framing is blunt but the underlying concern — that AI-assisted PRs are degrading open-source code quality — is technically serious.
hn/Best Stories
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EY Canada published a cybersecurity report and most citations were hallucinated
EY Canada published a cybersecurity report where most citations were hallucinated by AI. A Big Four firm shipping fabricated references in a professional document is a notable data point on the gap between AI deployment and AI reliability — especially in high-stakes domains.
hn/Best Stories
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Tilly Norwood, A.I. Actress, Wants to Know Why Everyone’s Mad at Her
Profile of Tilly Norwood, an AI actress, via a reporter who covers Hollywood. The framing — interviewing an AI as if she were a celebrity subject — is a genuinely interesting cultural and philosophical experiment about performance, identity, and what 'craft' means when the actor isn't human.
nyt/Top Stories
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⚡ FYI
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Anthropic Tops OpenAI to Become the World’s Most Valuable A.I. Start-Up
Anthropic raised $65B at a $900B valuation, surpassing OpenAI's $730B to become the most valuable AI startup. This is a significant power shift in the frontier model race — worth watching how it affects compute deals, talent, and enterprise sales dynamics.
nyt/Technology
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OpenRouter raises $113M Series B
OpenRouter raised $113M Series B. Simon Willison's comment captures why it's compelling: lowest-friction way to access all frontier models, plus billing caps that most direct providers don't offer. Increasingly a default infrastructure layer for anyone building on multiple LLMs.
hn/Best Stories
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Danish pension fund excludes SpaceX citing governance and valuation
A Danish pension fund is blacklisting SpaceX ahead of its IPO, citing 'catastrophic governance' and stretched valuation. Coming right as Wall Street is generating FOMO around the offering, this is a useful counterweight — institutional investors are not universally drinking the kool-aid.
hn/Best Stories
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New comment by tyingq in "Corporate America Is Starting to Ration AI as Cost Skyrockets"
HN comment thread on corporate AI cost rationing: companies that 6 months ago were pressuring engineers to use more tokens are now abruptly hitting the brakes. The observation that leadership is making these calls without understanding the technology is sharp and widely recognized in the industry right now.
hn/Best Comments
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The AV2 Video Standard Has Released (Final v1.0 Specification)
The AV2 video codec standard hit v1.0. AV2 is the successor to AV1 — open, royalty-free, and designed for significantly better compression. Relevant to anyone building video infrastructure or thinking about the long-term codec landscape as AI video generation scales.
hn/Best Stories
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New comment by mxstbr in "MCP is dead?"
The OpenAI team lead for ChatGPT plugins and MCP pushes back on 'MCP is dead' narratives: the transport protocol details are irrelevant — what matters is MCP as a shared abstraction for tool-calling. Useful first-hand clarification of where the ecosystem is actually heading.
hn/Best Comments
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For Wall Street, the Only Thing Worse Than SpaceX Flopping Is Missing Out
SpaceX and its bankers are engineering FOMO around the IPO — making investors feel that missing it is riskier than buying in at a stretched valuation. The mechanics of how hype becomes self-fulfilling in mega-IPOs is worth understanding, especially given the Danish pension fund's counter-signal.
nyt/Business
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Open-weights VLA hits 80%+ task progress on 4 of 17 real-robot tasks with zero fine-tuning. Demo reel attached
Wall-OSS-0.5, an open-weights vision-language-action model for robotics, hits 80%+ task progress on 4 of 17 real-robot tasks with zero fine-tuning. Modest numbers but notable because the pretrained checkpoint is being benchmarked directly — a rare move toward reproducible embodied AI evaluation.
reddit/r/singularity
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Massachusetts Uber and Lyft Drivers Form First Union for Ride-Share Workers
Massachusetts Uber/Lyft drivers achieved the first formally certified gig-worker union in the US. This is a structural precedent — gig economy labor organizing has repeatedly stalled legally, and a certified union changes the bargaining dynamics for platform companies in a way that matters beyond just ride-share.
nyt/Technology
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