Business
Bloomberg's US-China AI Gap Chart: Narrowing, and Maybe Flipping
In Bloomberg's US-China AI gap graphic, Kimi K3 delivers performance close to Claude Fable 5 at a lower price. GLM-5.3 is still missing from the comparison.
Aug 20, 2026
Huuush · Knowledge
Blog.
AI news, developer tools, product launches, and practical workflows, explained.
Latest articles
340 articles
AI & Services
Every Notebook Now Comes With a Coding Agent
The product lead for Gemini Notebooks (formerly NotebookLM) introduced the built-in VM and Antigravity coding agent. It's actually a feature announced back on June 8.
Aug 20, 2026
Development & Automation
We Let an AI Agent Handle Win-Backs for Churned Customers, Start to Finish
A look at marketer Liam Fallen's account of handing churned-customer recovery entirely to xAI's Grok Bot. The workflow is worth studying, but the revenue results can't be verified by third parties.
Aug 20, 2026
Workflows
One Month of SuperGrok Could Run 35 Hermes Agent Instances
After Elon Musk touted Grok Bot's remote computer feature, Nous Research fired back that Hermes Agent offers the same capability for far less. It published its own figures showing one month of a SuperGrok subscription could run 35 to 50 Hermes Cloud instances.
Aug 20, 2026
Development & Automation
12 Startup Contract Templates Just Went Free Under CC0
General Legal CEO Ryan Walker released 12 startup legal templates, including an MSA, NDA, and privacy policy, for free on GitHub under a CC0 license. You can use them freely without attribution. They're based on US law, so governing-law clauses need adjusting elsewhere.
Aug 20, 2026
AI & Services
Free Gemini for College Students: Which Tier Do You Get Outside the US?
Google has resumed its one-year free Gemini offer for college and graduate students as the 2026 school year starts. US students get Google AI Pro, while students in more than 140 countries, including South Korea, get Google AI Plus. Applications are open through December 31.
Aug 20, 2026
Business
Anthropic's $2 Trillion IPO Target: Could It Top SpaceX?
Japan's Nikkei reported that Anthropic's IPO target valuation is $2 trillion. That would exceed SpaceX's $1.77 trillion, which listed in June, and the basis cited is Q2 revenue that grew 14x year over year. Cheap Chinese models and a chip-collateralized financing structure remain open variables.
Aug 20, 2026
Workflows
The Company Where ChatGPT Became the No. 1 Source of New Customers
Form builder Tally said on its official blog that AI search overtook its viral loop to become its biggest acquisition channel. MRR grew from $258K to $422K in 10 months, and ChatGPT drove 9.6% of May's web referral traffic (about 125,000 visits). The viral "10,000 new users a week" figure, however, isn't confirmed by Tally. A marketer shared it from a third-party tool's screenshot, so treat it separately.
Aug 20, 2026
Security
Filtered Before You Install: Security Scans for Agent Skills
Nous Research added NVIDIA SkillEvaluator's static checks to its agent harness Hermes, scanning for PII, secret leaks, Unicode smuggling, and license issues right before a skill is installed, and applied it first to 11 of its own bundled skills. According to NVIDIA's official benchmark, verified skills also raise performance metrics such as correctness by 41 points and effectiveness by 39.
Aug 20, 2026
Security
The Myth That Nobody Knows Your URL, So You're Safe
Masaki Yamamoto, CEO of kubell (formerly Chatwork), flagged the security risks of non-engineers coding with Claude Code and deploying with Vercel. The problem isn't Vercel's security; it's that deploying has become so easy that apps with servers, APIs, and databases can be exposed to the internet without web security knowledge.
Aug 20, 2026
Development & Automation
Benioff Called Slack Code "Live." We Tried to Open It.
Marc Benioff announced the launch of Slack Code, where humans and agents code together in the same Slack channel, with agents from Anthropic, GitHub, Cognition, and Vercel. Right after the announcement, the official URL (slack.com/slack-code) returned an error page. The real stage is likely Dreamforce in September.
Aug 20, 2026
AI & Services
Musk Shared a "Grok Wins" Benchmark. We Checked the Numbers.
We checked the raw data behind the benchmark table Elon Musk shared, which claims Grok Voice beat GPT Realtime, and compared it with xAI's official announcement.
Aug 20, 2026