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✨ Check out this awesome post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: How did we run all these experiments concretely? Our panel of repositories We started by running an analysis over thousands of public GitHub repositories from which we extracted statistics about programming languages & frameworks, third-party services, deployment platform, team sizes, and codebase age. Since Tech startups are more likely to have open-source repositories than large enterprises, and stacks are likely very different we then unbiased our statistics based on publicly available data and reached our ideal panel distribution. We then staffed various coding agents…

🔥 Read this awesome post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Summary GPT-6 Astra scores 62.7% for $26K on ARC-AGI-3 Semi-Private with our Standard harnessStandard harness enables a model to carry forward notes it chooses to keep with it throughout the environment., and 99.9% for $19K with a Provider Adapter harnessThe Provider Adapter harness preserves opaque reasoning state between requests and uses compaction for longer conversations, allowing the model to reuse prior work.. GPT-6 Astra surpasses the human baseline in action efficiency on ARC-AGI-3. It used fewer actions than the median tested human on 96% of…

🔥 Discover this awesome post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: This repository contains a Lean 4 formalization of a prime-gap bound and a Python numerical certificate. The Lean results remain conditional on three explicit input axioms; the cited mathematical estimates and numerical computations have not been turned into Lean proofs of those inputs. For the sequence of primes $p_n$, the target bound is $$\liminf_⚡(p_⚡-p_n)\le 186.$$ The development derives $\mathrm💬[40,2]$ from the inputs below: every admissible set of forty integer shifts has infinitely many translates containing at least two primes. Admissibility means omitting a residue class…

✨ Discover this insightful post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Browse all models available on Cerebras public endpoints.Models on Cerebras public endpoints are available on the free trial and pay-as-you-go tiers, subject to rate limits and pricing. For additional model families, reserved capacity, higher throughput, and production SLAs, see Dedicated Endpoints. New here? Follow the Quickstart to make your first API call. To pick a model by use case, see the model selection guide. Select any model name below for full specs, capabilities, and per-tier limits. Available Models Looking for more models? Many additional model…

🔥 Read this awesome post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Hyundai is charging customers extra for a driver’s display in the new Elantra generation (a.k.a. the Avante in Korea), as well as in the new Ioniq 3. The two models feature Hyundai’s new Pleos Connect infotainment system, which is bound for the United States. Hyundai is charging customers $255 to add the 9.9-inch instrument cluster display to the Avante, while the base Ioniq 3 misses out on the option entirely. Remember when iPhones used to come with free headphones and a phone charger (including the…

🔥 Check out this trending post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: What does Mireye actually do?Mireye is the physical-world layer for AI agents: sourced data, enrichment, and the tools on top of them. Ask a question in natural language, resolve an address to its canonical parcel, or fetch cited fields at any US coordinate — one API and one MCP server, with a citation attached to every field.What does it cost?Credit-based pricing. The free tier is 5,000 credits a month with no card; paid plans start at $19/mo, and no plan bills past its allowance…

💥 Explore this trending post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Sony would like you to know that any reasonable gamer would know that purchasing a game is just licensing a game (Video Games Chronicle), not owning it. And there is truth mixed in with a bold-faced lie in that statement. There is also a comically bad argument about ownership mixed in there that I am still chuckling about. I’m sure lawyers wouldn’t laugh as much as I am, but it sounds stupid to me so let’s go with that. What gamers know An average gamer,…

🔥 Check out this awesome post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: A mom of five was convicted last week of contributing to the delinquency of a minor. Her offense: allowing her 5-year-old son to walk about a half-mile by himself in their gated community. Until very recently, Karyann Parkinson lived in leafy Williamsburg, Virginia. She and her husband, Dallin, moved there from Utah so Parkinson could attend William and Mary Law School. In June, when Parkinson was preparing for the bar—and also happened to be eight months pregnant with her fifth child—she and her then-youngest,…

💥 Discover this awesome post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Subscribe to updates for Elevated errors for multiple models via email and/or text message. You'll receive email notifications when incidents are updated, and text message notifications whenever Claude creates or resolves an incident. VIA SMS: Afghanistan (+93) Albania (+355) Algeria (+213) American Samoa (+1) Andorra (+376) Angola (+244) Anguilla (+1) Antigua and Barbuda (+1) Argentina (+54) Armenia (+374) Aruba (+297) Australia/Cocos/Christmas Island (+61) Austria (+43) Azerbaijan (+994) Bahamas (+1) Bahrain (+973) Bangladesh (+880) Barbados (+1) Belarus (+375) Belgium (+32) Belize (+501) Benin (+229) Bermuda (+1)…