All AI Pulse updates published on 2026-11-04.
36 signalsTraining tabular models from scratch for every new problem introduces real workflow friction. Our researchers engineered an Adversarial Pre-trained Transformer (APT) that eliminates rigid class limits to deliver zero-shot inference across complex datasets in s
Plaintiff lawyers only get paid if they win, so every legal firm hits a limit on how many cases it can take, and every case it turns down leaves someone without a lawyer. Eve builds AI that handles the time-intensive casework, like reviewing medical records, d
Perplexity's agent harness (Computer) now supports Agent Plugins. This lets you operate at an abstraction level above individual connectors to app bundles and their corresponding skills.
Oh my God... Someone on X is claiming that an unreleased Claude model checkpoint called "Fable 5.5" has just surfaced. It can create full animations and 3D scenes using only code. Without using any image or video generation models. Anthropic has yet to confirm
2. 通过零样本提示词生成了一艘可交互的 3D 历史帆船 船帆、索具、火炮和开阔水面全部出现在同一个场景中，而且可以自由移动探索。
1. A 81-second animated short film Chetaslua claims that this animation was generated in one go by the model. But one thing to note: the HTML file he released only embeds an MP4 video, so the actual code used to render the visuals has not been made public.
Today we release Ripple-65B Preview, our 65B dense LLM we pretrained from scratch. Ripple sets a new state-of-the-art for U.S. open-weight models in agentic coding tasks, surpassing significantly larger models including Muse Spark Open-816B, Beam-501B, Inkling
Read the full preprint here: https:// www-cdn.anthropic.com/76e55fbe85697a fbaae16b839498dc00797dec30.pdf …
We’re sharing how our biology research team worked with Claude to map the first 3D structure of a vault particle from bacterial life. Vault particles are a longstanding mystery. They are barrel-shaped objects, among the largest protein structures found in our
The best time to fix your pitch deck is before the first VC sees it. Once a fund passes, you rarely get a second look. SaaStr AI grades your deck in 2 minutes. 4,000+ founders have used it. https:// saastr.ai/ai-vc
Uncertainty for Israel. Potentially more support for Ukraine. AI could be re-regulated. But Iran remains a top foreign policy priority. Mark Bendeich, Global Managing Editor for World News, shares some key global ramifications of the US midterm results https:/
Very excited to introduce Paperclip Datasets! Curate your own datasets from millions of papers in minutes. Just describe the dataset you want to build! As example, we release the largest dataset of 20k half-life human measurements curated from 2400+ drugs💊 🖇
We’re also working with engineers at Chip Ganassi Racing to turn 3D scans into editable CAD models and manufacturing drawings, and with Mazda to explore new vehicle designs through simulation. Engineers review the outputs and help identify where the models nee
Two OpenAI team members worked with GPT-6 Astra to design a prototype device for talking to Codex in under a week, as a side project. Astra designed the enclosure, circuit board, interface, and software. Getting it manufactured still required several rounds of
OpenClaw🦞 @openclaw · 3h OpenClaw🦞 @openclaw Knowledge: A New Approach to Memory in OpenClaw | The ClawCast Episode 16 2 4 41 11K
New York Univ Prof. Aswath Damodaran, the Dean of Valuation, breaks down Leopold Aschenbrenner's situational awareness. "The people who'd lent him money now came back and said, 'Hey, you owe us a lot of money. Your fund that was 40 billion has been marked down
Excited to have Nebius Token Factory as our Day 0 launch partner. Thanks for helping developers get building with the latest Kimi model!
Kimi K3.1 Pro lands on Nebius Token Factory from day 0. Moonshot’s latest open-weight model delivers coding performance close to Opus 5.5 on Terminal-Bench 4.0. Build the app you’ve been imagining. Turn financial reports into a working model. Bring an interact
Unlock peak AI performance with Supermicro’s Data Center Building Block Solutions®(DCBBS). Built from validated components and sub-systems, DCBBS delivers complete, modular AI infrastructure spanning GPUs, networking, racks, software, and professional services
Siri is finally about to be able to call third-party apps to complete tasks! Apple released an update called App Intents, allowing all developers to integrate their app's features with Siri AI. You can freely decide which features to open up to Siri AI for con
1 billion humanoids. That's how many could be in use globally within the next quarter-century. We're mapping the companies bringing robots from the lab to your living room in The Robot Almanac.
Background subagents in Claude Code now use less of your usage limit. A running subagent updates its status line every 30 seconds, and each update used to re-read its whole conversation. Now Haiku 5.5 writes it from short notes instead, so each update costs ab
Turn websites into structured data your LLM pipeline can use, running on your own machine: - Crawl pages and extract content into structured data - Search and crawl with live progress via SSE - Connects to Dify, N8N, and other AI/automation tools https:// osp.
Nobody can guarantee it won't get banned. The Claude subscription in magpie is requested by your local machine's genuine Claude Code; magpie doesn't take the token to directly connect to Anthropic, nor does it disguise the client. The main risks come from Anth
Will logging in with magpie Claude get me banned?
We’re thrilled to invest in Phaze. @Phaze_in is a high-performance remote desktop solution for giving humans and agents a local-like experience on remote workstations. It’s the best solution for interactive, latency-sensitive workloads, and it was designed fro
Much of the "common knowledge" about LLMs may have a shelf life of only 15 months. Stanford researchers retested 50 widely cited conclusions using 20 new models: 44% have become invalid, 34% have significantly weakened, and only 16% still hold true. Fabricated
Updated the DeepSeek Harness plugin for Baoyu Design Skill, now with a unified entry point to view all generated Slides, Design, Dashboard, and Motion results, and also convenient for initiating corresponding sessions. Update address: https:// github.com/JimLi
Two weeks from today: #SC26 Keynote Speaker Anima Anandkumar takes the stage in Chicago! Learn more about her work in AI and her special relationship with the SC Conference series: https:// sc26.supercomputing.org/2026/09/call-h er-anima/ …
Tencent Hy4 from @TencentHunyuan is now supported in OpenClaw. Vision, a 1M-token context window, and improved coding and long-horizon agent capabilities. Available through Tencent TokenHub, TokenPlan, and @OpenRouter . https:// hy.tencent.ai/research/hy4
Voice Remixing for Gemini 3.8 Flash TTS is now live in @GoogleAIStudio and the Gemini API. Start with a preset from our library of 2,000+ voices or a custom-designed voice, and use prompts to fine-tune timbre, pitch, pace, and accent, like "add a subtle Southe
In the next version of Grok Bot Your recently messaged bots will show up as contacts that you can quickly share with.
Jill Hazelbaker will join OpenAI as Chief Corporate Affairs Officer, leading the company’s global communications and corporate positioning.
Discover how Heimstaden uses OpenAI’s ChatGPT Enterprise and Codex to transform property management, cut costs, and empower employees across Europe.
Cisco combines network intelligence with OpenAI models to strengthen enterprise security. Learn how it is building more adaptive defenses.
Discover how ChatGPT and Codex are helping engineers accelerate CAD, PCB design, simulation, and other workflows across the physical world.