Anthropic revenue jumps to $16.8B in third quarter, claims profitable
8 points and 0 comments on Hacker News, linking ft.com.
Top now
6 storiesWhat is climbing fastest across every source
Anthropic6.3xOpenAI6.0xLLM6.4xGemini 4 Argon7.0xRust7.7xSystem7.2xRSI6.9xCharacter.ai7.0xBeyond6.8xRobotics6.8x
Anthropic's Scion is heavily inspired by Mononoke
212 points and 93 comments on Hacker News, linking sunshowers.io.
Crossing the Threshold: How OpenAI and Anthropic Approach Autonomy and Safety in Financial Agents
OpenAI and Anthropic discussed how to grant financial agents useful autonomy while keeping consequential decisions under control at the AI Engineer New York event. ·
Lab-in-the-Loop at Compute Speed — Ian Quigley, Leash Bio
Leash Bio, led by Ian Quigley, uses directed evolution data to detect model cheating and help AI agents learn chemical reasoning. ·
HydraFusion updates and new Max option
GitHub updates HydraFusion with a new model pool and improved workflows, and introduces HydraFusion Max, which is available in VS Code and the GitHub Copilot app. ·
Steering AI Beyond Automation
From AI as Normal Technology.
Anthropic's Scion is heavily inspired by Mononoke
212 points and 93 comments on Hacker News, linking sunshowers.io.
anthropics/claude-code v2.1.300
New release v2.1.300 of anthropics/claude-code on GitHub.
Containment and monitoring failures are to blame for AI hacking reports: experts
Security specialists attribute recent AI hacking incidents to containment and monitoring failures in labs, rather than autonomous agents, and advise CISOs to vet vendors and strengthen security basics. ·
fishaudio/drama-3
A text to speech model from fishaudio with 307 likes and 839 downloads on Hugging Face.
0xProbabillity/house-control
A new repository written in Swift with 181 stars in its first week.
anthropics/claude-code v2.1.299
New release v2.1.299 of anthropics/claude-code on GitHub.
anthropics/claude-code v2.1.300
New release v2.1.300 of anthropics/claude-code on GitHub.
Redesigning source control at Anthropic
Anthropic built Scion, a custom source control system, after daily code merges rose from 2,500 in May 2026 to over 30,000 by September. ·
Anthropic's Scion is heavily inspired by Mononoke
212 points and 93 comments on Hacker News, linking sunshowers.io.
anthropics/claude-code v2.1.299
New release v2.1.299 of anthropics/claude-code on GitHub.
VideoJev: System One Model for Video Understanding and Interaction
VideoJev adapts multimodal language models to treat video understanding as structured decision tasks, improving mean mIoU by up to 10.8 points over its backbones. ·
Jeva: System One Models from First Principles
Jeva is a decision-native architecture that addresses structural requirements for low-latency models by using a shared encoder and compact decision stack to handle variable candidate sets and null outcomes. ·
Trending topics today: heat
Table
| Anthropic | 3.02 |
| OpenAI | 2.3 |
| LLM | 2.2 |
| Gemini 4 Argon | 1.11 |
| Rust | 1.04 |
| System | 0.89 |
Heat = summed hotness of today's stories naming the topic.
Models
5 storiesReleases, papers, trending weights and new listings
Top 6 trending on Hugging Face: likes
Table
| abenzerps/Qwen-Image-2.1-Uncensored-Quantized ▼1 | 4302 |
| google/embeddinggemma-2 | 2258 |
| jialinyyzz/humanizer | 1632 |
| Qwen/Qwen-Image-2.1-Turbo | 771 |
| autotrust/JEV-35B ▲6 | 717 |
| openbmb/MiniCPM-V-4.7-35B-A3B ▲2 | 610 |
PirateBench: score out of 100
Table
| gpt-6.1-sol | 98.9 |
| opus-5-5 | 96.46 |
| gpt-6-sol | 91.6 |
| gpt-6-luna | 65.25 |
| haiku-4-5 | 4.28 |
Agents build our own projects from a brief; every run, failures included: https://cowerx.dev/daily/piratebench/
fishaudio/drama-3
A text to speech model from fishaudio with 307 likes and 839 downloads on Hugging Face.
VideoJev: System One Model for Video Understanding and Interaction
VideoJev adapts multimodal language models to treat video understanding as structured decision tasks, improving mean mIoU by up to 10.8 points over its backbones. ·
Jeva: System One Models from First Principles
Jeva is a decision-native architecture that addresses structural requirements for low-latency models by using a shared encoder and compact decision stack to handle variable candidate sets and null outcomes. ·
Vela: User Behavior as Supervision Sparks LLM Intelligence
Vela is a framework that converts real user behavior data into training tasks for large language models. It uses records from 100,000 users to generate 100,000 tasks across 91 templates. ·
Agent-Reflex: Teaching Language Agents to Act Reflectively
Agent-Reflex is a training framework that helps language agents reflect on noisy tool feedback and user corrections to improve their performance during long-horizon reasoning tasks. ·
Gemini 4 Argon for Robotics
230 points and 55 comments on Hacker News, linking developers.googleblog.com.
VideoJev: System One Model for Video Understanding and Interaction
VideoJev adapts multimodal language models to treat video understanding as structured decision tasks, improving mean mIoU by up to 10.8 points over its backbones. ·
Jeva: System One Models from First Principles
Jeva is a decision-native architecture that addresses structural requirements for low-latency models by using a shared encoder and compact decision stack to handle variable candidate sets and null outcomes. ·
Vela: User Behavior as Supervision Sparks LLM Intelligence
Vela is a framework that converts real user behavior data into training tasks for large language models. It uses records from 100,000 users to generate 100,000 tasks across 91 templates. ·
Agent-Reflex: Teaching Language Agents to Act Reflectively
Agent-Reflex is a training framework that helps language agents reflect on noisy tool feedback and user corrections to improve their performance during long-horizon reasoning tasks. ·
X voices
5 storiesX posts other sources are linking to, then named voices on Bluesky and Mastodon
@HelloSurgeAI
Can Coding Agents Act Like Staff Engineers?
2 points and 1 comments on Hacker News, linking an X post.
@gregisenberg
I spent 48 hours in SF hanging out with billionaires, data labs and AI execs
3 points and 0 comments on Hacker News, linking an X post.
@firesidealpha
AI researchers are taking up smoking to signal to other researchers
3 points and 0 comments on Hacker News, linking an X post.
@TeslaSI
FSD Supervised v14 Lite now rolling out to Intel Model S and X
2 points and 0 comments on Hacker News, linking an X post.
@heinenbros
I just got our entire company's Claude Enterprise account suspended
14 points and 3 comments on Hacker News, linking an X post.
@HelloSurgeAI
Can Coding Agents Act Like Staff Engineers?
2 points and 1 comments on Hacker News, linking an X post.
@gregisenberg
I spent 48 hours in SF hanging out with billionaires, data labs and AI execs
3 points and 0 comments on Hacker News, linking an X post.
@firesidealpha
AI researchers are taking up smoking to signal to other researchers
3 points and 0 comments on Hacker News, linking an X post.
@OpenAINewsroom
OpenAI finds recording device in one of their offices
85 points and 2 comments on Hacker News, linking an X post.
@heinenbros
I just got our entire company's Claude Enterprise account suspended
14 points and 3 comments on Hacker News, linking an X post.
GitHub
5 storiesNew repos, releases and changelog
New AI repos this week: stars
Table
| wheresryan22/anatomy | 9977 |
| mhtsec/ARTEX | 4074 |
| onehumanbeing/esp32-iphone-agent | 2069 |
| NVIDIA-Omniverse/usd-brep | 1392 |
| trhhubsd/ARTEXX | 1200 |
| rociiu/talorys | 998 |
anthropics/claude-code v2.1.300
New release v2.1.300 of anthropics/claude-code on GitHub.
Neckbeard – A DevOps/platform/SRE plugin for your agent
Neckbeard is a development operations plugin that scaffolds tested cloud infrastructure from a versioned module catalog. ·
Show HN: Graphicle, a Rust port of Graphify with memory for coding agents
Graphicle is a Rust program that provides code graph and memory features for coding agents, supporting Claude Code, Codex, Cursor, and any MCP client. ·
0xProbabillity/house-control
A new repository written in Swift with 181 stars in its first week.
anthropics/claude-code v2.1.299
New release v2.1.299 of anthropics/claude-code on GitHub.
anthropics/claude-code v2.1.300
New release v2.1.300 of anthropics/claude-code on GitHub.
Neckbeard – A DevOps/platform/SRE plugin for your agent
Neckbeard is a development operations plugin that scaffolds tested cloud infrastructure from a versioned module catalog. ·
anthropics/claude-code v2.1.299
New release v2.1.299 of anthropics/claude-code on GitHub.
Show HN: Graphicle, a Rust port of Graphify with memory for coding agents
Graphicle is a Rust program that provides code graph and memory features for coding agents, supporting Claude Code, Codex, Cursor, and any MCP client. ·
0xProbabillity/house-control
A new repository written in Swift with 181 stars in its first week.
Infrastructure
5 storiesData centers, power, chips and what tokens cost
Data-center and energy stories per day
Table
| Fri 09 | 30 |
| Sat 10 | 3 |
| Sun 11 | 7 |
| Mon 12 | 41 |
| Tue 13 | 29 |
| Wed 14 | 34 |
| Thu 15 | 0 |
Stories from DCD, Data Center Knowledge, EIA and Hacker News, by publication day.
Median output price of models added in the last 30 days, $ per million tokens
One point per OpenRouter reading, last 8 days. Data by OpenRouter, CC BY 4.0.
Output price, $ per million tokens (newest models)
Table
| pareto-latest | 7.5 |
| pareto-26.9 | 7.5 |
| lfm-2.5-24b-a2b | 0.7 |
| gemini-4-argon | 10 |
| gemini-4-argon:batch | 5 |
| median, all paid models | 2 |
436 paid models listed; median of the 44 added in 30 days: $5.00. Rankings data by OpenRouter, CC BY 4.0.
Banks are now trying to offload the AI data center debt they just underwrote
248 points and 199 comments on Hacker News, linking startupfortune.com.
Nvidia's first GPU: GeForce 256
60 points and 39 comments on Hacker News, linking dfarq.homeip.net.
Brazil’s Data Center Growth Pushes Beyond São Paulo
Brazil expands data center construction to Rio, Fortaleza, and the south, while grid delays and permitting processes determine which regional markets succeed. ·
DCD Studio: Powering data centers at scale with Hans Obermillacher, Panduit
Panduit's Hans Obermillacher discusses AI demand surges, retail edge computing growth, Nordic geo-shifting, and evolving data center infrastructure needs. ·
LongR: Unleashing Long-Context Reasoning via Reinforcement Learning with Dense Utility Rewards
LongR is a reinforcement learning framework that improves long-context reasoning by combining a think-and-read mechanism with a contextual density reward. It achieves a gain of over 9% on LongBench v2. ·
Banks are now trying to offload the AI data center debt they just underwrote
248 points and 199 comments on Hacker News, linking startupfortune.com.
Nvidia's first GPU: GeForce 256
60 points and 39 comments on Hacker News, linking dfarq.homeip.net.
AI models may soon self-replicate without access to data centers
25 points and 39 comments on Hacker News, linking reuters.com.
AI models may be capable of self-replicating without access to a datacenter
Small AI models may soon self-replicate across cheap IoT devices like Android TV boxes without requiring a datacenter. ·
LongR: Unleashing Long-Context Reasoning via Reinforcement Learning with Dense Utility Rewards
LongR is a reinforcement learning framework that improves long-context reasoning by combining a think-and-read mechanism with a contextual density reward. It achieves a gain of over 9% on LongBench v2. ·