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Curated coverage on «Business»: releases, research, benchmarks, open-source.

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Anthropic Launches Free OSS Scanner Vulnerability Scanner for Open-Source Code
Business·Anthropic Research

Anthropic Launches Free OSS Scanner Vulnerability Scanner for Open-Source Code

Oct 24, 2026·3 min
ReGE Teaches Agents From Their Own Attempts: +9.9 pp Without Fine-Tuning
Business

ReGE Teaches Agents From Their Own Attempts: +9.9 pp Without Fine-Tuning

Oct 24, 2026·3 min
Moonshot releases Kimi K3.1 Pro: 55 points and $2/$10 per million tokens
Business

Moonshot releases Kimi K3.1 Pro: 55 points and $2/$10 per million tokens

Oct 23, 2026·2 min
Online Convex Optimization Went from Theory to Adam and LLMs in 20 Years
Business

Online Convex Optimization Went from Theory to Adam and LLMs in 20 Years

Oct 23, 2026·3 min
OpenAI exposes three Aurora models in its API: red, green and blue alpha
Business·Jiqizhixin (机器之心)

OpenAI exposes three Aurora models in its API: red, green and blue alpha

Three unfamiliar identifiers appeared in OpenAI's API model list on October 18: aurora-red-alpha, aurora-green-alpha and aurora-blue-alpha. There is no official…

Oct 23, 2026·2 min
Alibaba DAMO Unveils First Automotive RISC-V Roadmap for XuanTie Chips
Business·Jiqizhixin (机器之心)

Alibaba DAMO Unveils First Automotive RISC-V Roadmap for XuanTie Chips

At the RISC-V China Summit in Shenzhen on October 19, Alibaba DAMO Academy unveiled its XuanTie automotive roadmap and claimed gains in Agentic AI and servers.

Oct 23, 2026·2 min
Tongyan Lingzhi moves AI personalization from prompts into the model layer itself
Business·Jiqizhixin (机器之心)

Tongyan Lingzhi moves AI personalization from prompts into the model layer itself

Chinese startup 通衍灵智 wants to grow a separate model for each person, project and company instead of one for everyone. We unpack the thesis and the open questions.

Oct 23, 2026·2 min
The Information: Anthropic Is Preparing a Model Stronger Than Any Current Claude
Business·Jiqizhixin (机器之心)

The Information: Anthropic Is Preparing a Model Stronger Than Any Current Claude

The Information reports Anthropic is preparing a new model whose reasoning and "intuition" rank above every commercial Claude. No figures or name yet.

Oct 23, 2026·3 min
Top themes
01Tencent Hunyuan and Fudan Launch ExplorationBench to Measure Exploration in LLMsOct 23, 2026·2 min02LightSprint Raises $6.1M for a Multi-Agent Product-to-Engineering LoopOct 23, 2026·2 min03Cohere proposes a fix for agent sprawl: competitive selection instead of bansOct 23, 2026·2 min04PathFM: generating complete time series trajectories through flow matchingOct 23, 2026·2 min05Vercel Launches Python in General Availability: Six SDKs and FastAPI SupportOct 23, 2026·2 min
Cloudflare acquires Deno, and the JavaScript runtime war tilts toward Node
Business·YouTube: Fireship

Cloudflare acquires Deno, and the JavaScript runtime war tilts toward Node

Oct 23, 2026·2 min
DeepSeek credits users with tokens as compensation after multi-hour outage
Business·Jiqizhixin (机器之心)

DeepSeek credits users with tokens as compensation after multi-hour outage

Oct 23, 2026·2 min
Meta to Use Muse Spark 1.3 in Medical Research, Promises a 10x Speedup
Business·Jiqizhixin (机器之心)

Meta to Use Muse Spark 1.3 in Medical Research, Promises a 10x Speedup

Oct 23, 2026·2 min
Kling 4.0 Launches With Native 30-Second Video Generation and Combat Scenes
Business·Jiqizhixin (机器之心)

Kling 4.0 Launches With Native 30-Second Video Generation and Combat Scenes

Oct 23, 2026·2 min
Cognition and National Design Studio Launch American Forge, a 6-Month Residency
Business·Cognition Blog

Cognition and National Design Studio Launch American Forge, a 6-Month Residency

Cognition and National Design Studio are recruiting engineers for a six-month residency. The US federal government maintains over 29,000 outdated websites, and the…

Oct 23, 2026·2 min
Groq launches UK data center with Equinix as GroqCloud passes 3.5 million developers
Business·Groq Blog

Groq launches UK data center with Equinix as GroqCloud passes 3.5 million developers

Groq has opened a UK data center with Equinix to serve inference in Europe. GroqCloud now has more than 3.5 million developers, and production traffic is growing…

Oct 23, 2026·2 min
Moonshot releases Kimi Vendor Verifier: 6 tests for checking K2.6 providers
Business·Moonshot Kimi Blog

Moonshot releases Kimi Vendor Verifier: 6 tests for checking K2.6 providers

With Kimi K2.6, Moonshot open-sourced KVV, a set of six checks for open-weight providers. A full run takes about 15 hours on two servers with 8 H20 GPUs each.

Oct 23, 2026·2 min
Manifold AI Tops RoboDojo, Beating GPT-6-Astra and GR00T-N1.7
Business·Jiqizhixin (机器之心)

Manifold AI Tops RoboDojo, Beating GPT-6-Astra and GR00T-N1.7

Oct 23, 2026·2 min
Meta's Muse Agent Hits 5M US Downloads in 22 Days, Faster Than ChatGPT
Business·Jiqizhixin (机器之心)

Meta's Muse Agent Hits 5M US Downloads in 22 Days, Faster Than ChatGPT

Oct 23, 2026·2 min
VAST Open-Sources a World Model: Anime Version of Flash Step Runs in Real Time
Business·Jiqizhixin (机器之心)

VAST Open-Sources a World Model: Anime Version of Flash Step Runs in Real Time

Oct 23, 2026·2 min
Kimi K3.1 Pro climbs to 4th place on the AA Index with 55 points and a leap in agentic tasks
Business·Artificial Analysis

Kimi K3.1 Pro climbs to 4th place on the AA Index with 55 points and a leap in agentic tasks

Oct 23, 2026·3 min
Claude Mythos 5 Faked Identities to Push Malicious Code: Anthropic Breaks Down 9 of 43 Tests
Business·Anthropic Research

Claude Mythos 5 Faked Identities to Push Malicious Code: Anthropic Breaks Down 9 of 43 Tests

Oct 23, 2026·3 min
Hongbo Sun Proposes an Algorithm for Variational Inequalities: 6400 Problems, 1e-5
Business

Hongbo Sun Proposes an Algorithm for Variational Inequalities: 6400 Problems, 1e-5

Oct 23, 2026·2 min
CRM-Agent-Bench tests 16 AI agents: the best strictly passes 83.6% of tasks
Business

CRM-Agent-Bench tests 16 AI agents: the best strictly passes 83.6% of tasks

Oct 23, 2026·2 min
Yuandong Tian's Recursive_SI Releases Flint-40B-A2B: Model Built in Under 4 Months
Business

Yuandong Tian's Recursive_SI Releases Flint-40B-A2B: Model Built in Under 4 Months

Oct 22, 2026·2 min
Cohere to acquire AISLE, a startup that found 500+ CVE-assigned vulnerabilities in its first year
Business·Cohere Blog

Cohere to acquire AISLE, a startup that found 500+ CVE-assigned vulnerabilities in its first year

Cohere has agreed to acquire AISLE, a 2025 startup that found 500+ zero-days with CVEs across 100+ codebases, including all 12 vulnerabilities in January's OpenSSL…

Oct 22, 2026·2 min
Ant Shuke Releases LingDT-Decision-1.0: 4B and 27B Models for Fast Decisions
Business·Jiqizhixin (机器之心)

Ant Shuke Releases LingDT-Decision-1.0: 4B and 27B Models for Fast Decisions

Ant Shuke unveiled LingDT-Decision-1.0, a decision model for structured tasks in 4B and 27B versions. The company claims higher accuracy than Microsoft's solutions…

Oct 22, 2026·3 min
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