Stay-Current AI Brief

How to Use This Template

Replace [[Tokens]]. Run the process on a consistent cadence. The value is in ruthless filtering and clear "so what" for your specific audience.

What to Provide

Section 1: Source Shortlist (curate 8-12)

• Primary research and company blogs (OpenAI, Anthropic, Google, Meta AI, etc.)

• Reputable news with technical depth (The Batch, The Algorithmic Bridge, etc.)

• Regulatory and policy trackers

• Practitioner and researcher accounts on X and LinkedIn (curated list)

• Your own saved searches and alerts

Rule: Quality over quantity. Remove any source that consistently produces noise.

Numbered source hygiene:

1. Review your list monthly.

1. Drop any source that has not produced a "keep" item in 4 weeks.

1. Add one high-signal new source only after it proves itself for two cycles.

Section 2: Filtering Criteria (be strict)

Keep only items that meet at least two:

• New capability or model release with clear benchmarks or use implications

• Significant research result with practical takeaway

• Regulatory or policy change that affects deployment or risk

• Real-world deployment story with measured outcomes

• Tool or technique that solves a problem you or your audience actually have

Discard: hype without substance, minor benchmark bumps, rumors, most "top 10" lists.

Section 3: Brief Structure (one page or 5-8 items max)

Header: Date, scope (e.g. "AI Agents + Enterprise Adoption: last 7 days")

Top 3-5 items each with:

• One-line headline + source + date

• 2-4 sentence plain summary (what happened)

• So what / implication for [[audience]]

• Link + 1 key quote or number if useful

Quick signals section: 3-5 one-sentence notes on smaller but directionally interesting items.

Watch list: 1-2 things to follow in the next period.

Section 4: Production Prompts

Summarizer prompt:

"Summarize this article or release in 3 sentences for [[audience]]. Focus on the concrete change or result and the practical implication. Include one key number or quote. No hype."

Implication prompt:

"Given this development, list the top 2 implications for [[specific role or company type]] in the next 6-12 months. One sentence each."

Section 5: 20-Minute Workflow

1. Scan sources (5 min)

1. Apply filter, keep 5-8 candidates (3 min)

1. Run summaries + implications (5-7 min)

1. Write or polish top items, add watch list (5 min)

1. Send or publish in consistent format

Tools: RSS + reader, browser tabs, LLM, your notes or newsletter tool.

Numbered post-brief ritual:

1. Note the single most important item for your context.

1. Add any new sources or terms to watch to your list.

1. Archive the brief with date.

1. If something was borderline, schedule a 5-min follow-up search in 48 hours.

Pro Tips

• The filtering is the product. Readers trust you to remove noise.

• Keep a running "why this matters to us" note for your audience.

• Archive briefs so you can spot trends over 4-6 weeks.

• If something is truly important, go to the primary source and read it.

A tight, consistent brief is one of the highest-leverage uses of AI for staying current without drowning. Ruthless selection + clear implications beats volume every time.

Additional Guidance and Checklists

Numbered pre-use checklist (run every time):

1. Confirm the goal and constraints are still accurate.

1. Update any [[Token]] values with current data.

1. Run the core prompt or workflow.

1. Human review for accuracy, tone, and compliance.

1. Log time and outcome for later tuning.

Common failure modes and fixes:

• Output too generic: add 2-3 specific examples from your real work to the prompt.

• Wrong length or format: specify exact word count, bullet vs paragraph, or section headings in the prompt.

• Outdated info: add "use only information from the attached sources or current date" and paste fresh context.

• Tone drift: paste 2-3 examples of the exact tone you want.

Pro Tips (continued):

• Version your best prompts with dates and results.

• Keep a "bad outputs" note so you stop repeating the same mistakes.

• When in doubt, simplify the prompt and add concrete examples rather than more instructions.

Final reminder: AI accelerates. You decide, edit, and own the result. Use the numbered steps and checklists above on every significant piece of work until the pattern is automatic.