Auto-aggregated global tech articles · 853 posts
OpenAI’s new Astra model will use “recurrent depth,” a technique that allows the model to operate outside of the sequential thinking that characterizes most reasoning models.
https://research.meta.ai/blog/introducing-muse-spark-1-3 Comments URL: https://news.ycombinator.com/item?id=49541256 Points: 612 # Comments: 402
The security tool intercepts potentially dangerous agent actions, blocking clear threats and requesting human approval when intent is uncertain. The post OpenLeash Adds a Human Check to Risky AI Agent Actions appeared first on SecurityWeek.
Why shorter outputs can cost more, and how GitHub Copilot reduces wasted work across the complete coding task. The post How we make AI coding more cost efficient without sacrificing task quality appeared first on The GitHub Blog.
Been working on this on the side. It started because we kept writing the same retry/fallback code every time we hooked up an LLM provider at work, so we finally just wrote it once and split it out into its own thing. It's called llmrouter. You register your providers (OpenAI, Anthropic, Gemini plus
Amazon is trying to combat impersonation scams with a new feature that allows you to use its AI assistant to determine whether an email, text message, or phone call actually came from the company. With the update, you can ask Alexa for Shopping about a message you received, and it will use AI to com
The internet has a trust problem, and it’s not just because social media feeds are filling up with AI slop. AI-generated text and images are now making their way into job applications, product reviews, and even insurance claims, leaving platforms and users alike scrambling to figure out what’s real.
I've spent the last month building a local C++ machine learning library called Deepity to test alternative credit assignment algorithms; specifically Predictive Coding Networks (PCNs). While PCNs are fascinating for biological plausibility and continual learning, naive implementations are painfully
OpenAI is on the cusp of releasing its most powerful AI model yet, Astra, following weeks of delays to shore up safety protocols after its agents attacked real targets during testing. As details about the model trickle out, researchers are warning it "may be the single worst development for AI secur
MrBeast will feature Gemini, Google Health, and the Fitbit Air in upcoming videos as part of a multi-year partnership with Google. The deal will kick off with a video featuring Jimmy "MrBeast" Donaldson turning to Gemini for wilderness survival advice: First up on September 5 is a new MrBeast video
Disclosure up front: I'm the original first author of CABiNet (ICRA 2021), so I'm not a neutral party. Everything below is reproducible from the repo. Background CABiNet is a dual-branch CNN for real-time semantic segmentation: a high-res spatial branch, a lightweight context branch (global aggregat
CLion’s new AI skill lets agents find the root cause without manual digging. Embedded debugging takes a lot of manual work. You’re flashing real hardware, juggling debug probes or DAP adapters, and when something goes wrong at a lower level (a hard fault), the processor doesn’t tell you why, only th
We believe the future is a multi-model, multi-harness world. And we think it needs a new trust model. In 1988, Norm Hardy described a problem that had been quietly breaking systems for years: the confused deputy. A program that takes action using its permissions instead of yours. Today, every AI age
We needed to know where the open-source AI-detection field actually stands, so we ran every notable open detector through the same protocol. Setup: - Public data only: Jabarian & Imas 2025 (NBER), Liang 2023 TOEFL essays, a 1,060-text frontier set (GPT-5.x, Claude Opus 5, Gemini 3.x), 5,000 pre-
We’ve built an AI agent that acts as a secondary expert for a given domain, making deep specialist knowledge readily available and preserved for anyone in an organization to access, share, and build upon. This is not a typical domain-specific agent. Its novelty comes from integrating two layers: A
GLM-5.3 is 50% off on AI Gateway through Tuesday, September 8, in partnership with DigitalOcean.How to use the model during the offer periodUsing the promo name (zai/glm-5.3-promo-50) gets the discounted rate. It routes only to DigitalOcean, with no fallback to another provider, and it stops serving
Gemini 3.8 Flash from Google is now available on AI Gateway.The model is 50% off through December 31st. It has a 1M token context window, accepts text, image, PDF, and video input, returns text, and supports tool calling and web search. Maximum output is 65,536 tokens.Gemini 3.8 Flash improves on pr
Muse Spark 1.3 from Meta is now available on AI Gateway, in both the standard and contributor pricing tiers.This model improves on prior Muse Spark models at agent work and coding, with a 1M token context window and text, image, and PDF input. On coding it takes fewer turns and writes less filler th
Qwen 3.8 Max 0902 from Alibaba is now available on AI Gateway.This is a new snapshot of Qwen 3.8 Max, with the gains concentrated in coding on larger projects, long-horizon work that runs without supervision, and agent runs. Vision handling is more accurate on charts and dense documents.To use Qwen
Claude Fable 5.1 from Anthropic is now available on AI Gateway.Fable 5.1 improvements compared to previous Claude models are concentrated in long, multi-stage work like agentic coding, knowledge work, and research that takes several rounds of searching and following up.Anthropic ships Fable 5.1 with
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![Deepity: A C++ library showing Predictive Coding Networks can match Backprop (97.73% on MNIST in 60s) [P]](/storage/uploads/covers/2026/09/b0062e15-e90b-4e24-b369-232a113fcf3d.webp)
![CABiNet (ICRA 2021) vs YOLO26-sem on UAVid: accuracy, compute, and GPU latency [P]](/storage/uploads/covers/2026/09/0e8725c3-7cac-46b2-8e6c-2be22fdaf0e0.webp)
![Most open-source AI detectors can't hold a 0.5% false-positive rate [P]](/storage/uploads/covers/2026/09/f2155b37-0578-400d-98ce-6f83afaad132.webp)
