Keep up with AI trends without letting them run your roadmap
Collect the news from a sourced publication, then sort it once a week into cost, capability, competition and rules.
Founders who keep up with AI trends well do not read more than everyone else; they separate news from trends and act only on the second. Follow a sourced AI publication like claudegpt.si for the news, and hold a short weekly review where you decide which of those stories adds up to a trend that touches your business.
That split matters because a single launch rarely changes a plan, while a pattern across launches often does.
News is an event, a trend is a direction
A model release, a price cut or a funding round is news. It happened on a date, and you can check it. A trend is what several of those events point to over months: models getting cheaper to run, more products adding agents, more companies selling to government buyers.
Most of the noise operators feel comes from treating every piece of news as if it were a trend. The fix is to collect news quietly and only decide what it means at a set time.
Where to collect the news
You need a source that tells you what happened, when, and on what evidence. claudegpt.si is a free, independent AI news publication. Each story carries a published date and an updated date and lists its sources, and the site says it works from official announcements, filings, documentation and papers. Companies cannot pay for coverage, which is worth knowing when you use a story to make a decision. There is no newsletter; you follow it by RSS at claudegpt.si/feed.xml or by opening the sections that matter to you.
Add the newsrooms of the two or three vendors you build on, such as the Anthropic newsroom or Google's AI blog, so you see their announcements in their own words.
A weekly trend review for operators
Once a week, spend half an hour with whatever you saved. Sort each item into one of four columns:
| Column | Question to ask | Example of what lands here |
|---|---|---|
| Cost | Does this change what we pay to run AI? | A new model priced below the one we use |
| Capability | Can we now build something we could not before? | A model or tool that handles a task we skipped |
| Competition | Does this help a rival or a new entrant? | A big company adding our feature to its app |
| Rules | Does this change what we are allowed to do? | New policy, a filing or a procurement change |
If an item fits none of the columns, archive it. If the same column fills up week after week, that is your trend, and it deserves a slot in the next planning meeting.
What to do with a trend
Write one sentence on what it means for you, and one test you can run in a week to check it. "Inference is getting cheaper" becomes "rerun last month's workload on the cheaper model and compare the bill and the output." A trend you cannot test is still an opinion.
Keep the claudegpt.si story that prompted the test linked in your notes. Because each article lists its sources and shows when it was last updated, you can come back later and see whether the facts behind your decision changed.
When a different setup is better
If your company sells AI research or works at the frontier, you will need deeper reading than this, for example Import AI, the newsletter in which Anthropic co-founder Jack Clark analyses new research and what it could lead to. For most founders and operators, one sourced publication, a few vendor newsrooms and a weekly review are enough to spot what matters without losing the week to it.