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Building reliable agentic AI systems
AI helping pharmaceutical researchers query decades of information buried in PDF reports
New
The latest blog posts to take off on Hacker News. 1,520 posts.
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When I reject AI code even if it works
AI can make implementation cheap while making review and judgment more expensive.
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Temporary Cloudflare accounts for AI agents
The moment an agent needs to deploy something, it slams face-first into a wall built for humans. Today we're rolling out Temporary Accounts on Cloudflare Workers. Any agent can now run wrangler deploy — temporary and get a live Worker in seconds.
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LLMs Are Complicated Now
Back in 2022 and 2023 there were two big branches of machine learning happening at Meta1. The LLM work that led to Llama was a clean, smooth stack of repeated Transformer modules; the recommendatio…
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Munich 1991: The Roots of the Current AI Boom
1991: T and P of ChatGPT, distillation, deep residual learning, LSTM, GAN
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The AI Hate Progression
I think I've spoken at length in other places about how I am a very staunch AI hater and covered everything I hate about how the tech is pre...
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The Token Compression Illusion: Why I'm Skeptical of RTK
RTK promises dramatic token savings for coding agents, but raw terminal compression is not the same as cheaper, safer, or more accurate software engineering.
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We built a persistent agent memory layer on Elasticsearch with 0.89 recall
Persistent agent memory on Elasticsearch: three-index architecture, hybrid retrieval, supersession and DLS isolation. R@10 0.89, zero cross-tenant leaks.
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Local Qwen isn't a worse Opus, it's a different tool
We've all heard people say that Qwen is near-Opus level, but I have receipts and am here to be transparent with you.
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Midjourney Medical
A New Era of Midjourney, announcing Midjourney Medical: full-body Ultrasonic CT and the Midjourney Spa.
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ChatGPT's image generator can be manipulated to produce violent, sexual content
Mindgard reveals how ChatGPT's image generation safety filters can be bypassed with minor prompt adjustments, producing graphic violent and sexual content without users directly asking for it. Here's what was found, and why it matters.
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A robot is sprinting towards you. Do you want it running on Claude or Grok?
A 30-game battle royale across eleven LLMs, $482 of inference, and one finding that should change how you read model benchmarks.
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The Competitive Moat That AI Can't Replicate
In a world racing to automate every interaction, the organisations that invest in genuine human connection are quietly building something no algorithm can copy.
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AI demands more engineering discipline. Not less
If you lived through the shift from handcrafted server pets to immutable infrastructure, you should sense something oddly familiar about what's happening now.
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Sixty percent of US consumers say 'AI' in brand messaging is a turnoff
Original research from 2,000 decision-makers and consumers on AI brand visibility, content trust, and what brands need to do as the web feels less human. 74% say the internet feels less human than it did 10 years ago.
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GLM-5.2 is the new leading open weights model on Artificial Analysis
Benchmarks and Analysis of GLM-5.2
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The founder's playbook: Building an AI-native startup
We share how AI-native founders are using Claude at every stage of the startup journey, with practical exercises, frameworks, and prompts.
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Wolfram Language and Mathematica version 15
AI-related upgrades like the built-in AI Assistant, extended computation-augmented generation and the Wolfram Agent Tools framework. Advances in TimeSeries & Tabular. New categorical data, ModelFit automated model selection, symbolic music. Efficient handling of gigabyte-sized notebooks. Gains in the already-robust…
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GPT‑NL: a sovereign language model for the Netherlands
With GPT‑NL, TNO - together with SURF and the Netherlands Forensic Institute (NFI) is building an independent Dutch language model and ecosystem. This strengthens the digital autonomy of the Netherlands and Europe, and provides a solid foundation for responsible AI applications.
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Has AI already killed self-help nonfiction books?
My head has been spinning after getting a spreadsheet roughly a week ago. Before we dive into my dirty laundry, let’s state the obvious: millions of people have a vague sense that AI is changing things. And LLMs sure are convenient for getting answers quickly. My team and I use Claude and other tools daily. […]
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After AI takes everything
Prompted by letters from three engineers, the author asks what remains for humans as AI takes over execution, naming judgment, taste, and derivation as irreplaceable, and warns against the erosion of subjecthood.
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SubQ 1.1 Small
Subquadratic is a frontier AI research and infrastructure company building a new class of LLMs.
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Running local models is good now
Local agentic coding has gotten great over the past few months
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Qwen-Robot Suite: A Foundation Model Suite for Physical World Intelligence
Qwen offers comprehensive functionality spanning chatbot, image and video understanding, image generation, document processing, web search integration, tool utilization, and artifacts.
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OpenAI Losses Increased Nearly 8X in 2025, with Spending Hitting $34B
Soundtrack: In Flames - Colony To further support my independent journalism, please subscribe to my premium newsletter. It’s $7 a month or $70 a year. If you’re subscribed to the free newsletter and logged in, you should see at the bottom right hand corner of your screen a little
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Zen and the Art of Machine Learning Research
if you want to do world-class research, temperament matters more than talent
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Claude Corps
Claude Corps is a national fellowship for early-career people passionate about extending the benefits of AI to communities across America.
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My Homelab AI Dev Platform
Self-hosting OpenCode Web for GitOps style homelab changes.
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Anthropic's Safety Superpower
Anthropic’s belief in its own commitment to safety gives the company license to aggressively favor its business and even challenge the U.S. government.