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**What Youโll Learn**: Our mission is to build AI that extends human will and judgment. We have developed a platform that lets anyone customize models, previewed an AI system built for interactive collaboration, and published novel research. Today we are advancing our mission by releasing a model we trained from scratch with the full weights available, so that people can make it their own. Our model, called Inkling, is a Mixture-of-Experts transformer with 975B total parameters, 41B active. It supports a context window of up to 1M tokens.…
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**What Youโll Learn**: At Pantograph, we're working on training fully general robotics models that can act autonomously for hours at a time. Especially in robotics, it's difficult to get diverse data at scale. Learning to act from internet video data could allow models to scale with compute, rather than being limited by small action datasets.In this work, we develop a simple method for learning goal-directed behavior through pretraining on internet-scale video.Usually, goal-directedness is taught in a post-training phase, which limits the extent to which it can generalize. Here,…
๐ Check out this awesome post from Hacker News ๐ ๐ **Category**: ๐ **What Youโll Learn**: Your agents already solved this. deja finds it. vshulcz.github.io/deja-vu Claude Code, Codex and opencode write every conversation to local files โ gigabytes of debugged problems and design decisions you can't search. deja is a zero-dependency binary that turns those histories into a memory layer: Search deja "connection pool exhausted" โ 7โ9 ms over gigabytes, retroactive: months of logs from before you installed it Agent recall MCP recall tool โ the agent answers "we fixed this three weeks ago" instead of re-debugging, across harnesses Auto-recall…
๐ฅ Explore this must-read post from Hacker News ๐ ๐ **Category**: ๐ **What Youโll Learn**: OpenAI, the US company behind ChatGPT, has lost its legal challenge against the refusal to register the trademark "OPENAI" at the European Union's General Court.The Luxembourg-based court ruled that, for certain software and information technology goods and services, the term is purely descriptive and therefore lacks the distinctiveness required for trademark protection. The ruling can still be appealed to the European Court of Justice.The court's judgment upheld a decision by the EU Intellectual Property Office (EUIPO). The office had partially rejected OpenAI's application for trademark…
๐ฅ Explore this trending post from Hacker News ๐ ๐ **Category**: ๐ก **What Youโll Learn**: Back to Articles 15th Jul 2026 This post was first promised in early 2024[0]Pongwars on the C64, @Two9A, Feb 22nd 2024, but it got so long, I added a table of contents. That might be a first... One day early in 2024, I was idly flipping through Mastodon when I came across this toot by Koen van Gilst[1]Pongwars recreated in JavaScript, @vnglst, Jan 2024: Figure 1: The toot by @vnglst that sparked the descent into madness currently under discussion This is a depiction of an…
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**What Youโll Learn**: Make agent-written code reviewable. When a coding agent builds a feature, it makes a bunch of small decisions along the way that you never really approved. Later someone reviews the PR and asks "why was this done this way?" and you don't know. The answer is buried in a chat transcript on your laptop, and Claude Code deletes those after 30 days by default. Grepathy reads your session transcripts locally, pulls out the decisions, and writes them to a markdown file that gets committed with…
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**What Youโll Learn**: Tl;dr I am slowly learning to live with a severe depression, my career is failing, but at least I am not alone. When I had my first ever internship during my BSc, my mind was filled with nothing but excitement. I was finally doing the thing I studied years for. I was going to apply what I have learned in a company that will benefit from the things I know. Sure, I start at the bottom of the ladder, but surely if I do well…
๐ Discover this awesome post from Hacker News ๐ ๐ **Category**: ๐ **What Youโll Learn**: Microsoft Corp. today released software updates to plug at least 570 security holes in its Windows operating systems and other software, almost triple the number of vulnerabilities the software giant fixed in its record-smashing Patch Tuesday release last month. Microsoft attributed the burgeoning patch counts to vulnerability discoveries aided by artificial intelligence. Nearly 60 of the bugs quashed in Julyโs Patch Tuesday earned a โcriticalโ severity rating, meaning miscreants or malware could use them to seize remote control over a Windows device with little or…
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**What Youโll Learn**: //php echo do_shortcode('[responsivevoice_button voice="US English Male" buttontext="Listen to Post"]') ?> BOLOGNA, Italy โ The state of the RISC-V union is โstrong,โ declared Krste Asanoviฤ, chief architect at SiFive and RISC-V International, and RISC-V project lead at Berkeley, as he opened his keynote at the recent RISC-V Summit Europe 2026.After making its mark in embedded electronics, the open-standard instruction set architecture (ISA) now sets its sights on the competitive and profitable world of enterprise data centers and server farms.RISC-V is already well known for its strength…
โจ Read this awesome post from Hacker News ๐ ๐ **Category**: ๐ **What Youโll Learn**: We are scholars of human rights. Alongside the Human Rights Measurement Initiative, a nonprofit that tracks how well more than 200 countries and territories are meeting the human rights commitments their governments have made, we annually update scores measuring whether people can actually get the basics of a decent life, such as healthcare, adequate food and a quality education. The latest data our team has amassed shows that the U.S. is falling short compared with what it could achieve, given its US$32 trillion economy. This…
