Amazon circulated an internal memo in September, penned by VP and Distinguished Engineer Terk Terkowitz, outlining guidance on AI tools for software engineers. The memo says some work does not benefit from current AI tools and calls tokenmaxxing at odds with frugality. According to The Register, the memo contains mixed messages.
The memo, originally sent to engineers and managers, says "If your work does not benefit from current AI tooling, that is a finding, not a failing," and advises employees to document such cases with managers. However, it also warns that non-adopters are falling behind. The Register notes that the memo concedes input metrics are "deeply flawed" while still recommending their use, creating ambiguity that managers could exploit in performance reviews.
The Register reports that the memo’s context includes the shutdown of KiroRank in May, an employee-built leaderboard that ranked staff by token usage, after employees spun up junk tasks to climb the ranks. Amazon reportedly announced another 250 job cuts that week, and the article says every engineer who read the memo assumes the developments are related, though the writer says they cannot tell whether they are. The article also says tech workers are anxious about their career prospects, with some asking whether to leave the industry.
Analysis
Why This Matters
- The memo highlights the challenges companies face balancing AI adoption with employee morale and productivity.
- The mixed messages could set a precedent for how performance is evaluated in an AI-driven workplace, affecting thousands of engineers.
- The tension between internal frugality (tokenmaxxing is bad) and external revenue (AWS sells tokens by consumption) mirrors a wider industry conflict.
Background
Amazon's internal memo on AI use comes after the company shuttered KiroRank, an employee-built system that ranked staff by AI token usage, after it encouraged wasteful behavior. The memo was written by Terk Terkowitz, a high-ranking technical executive. The same week as the memo became public, Amazon announced a round of 250 job cuts, adding to unease.
Key Perspectives
Amazon management (via Terk Terkowitz): Encourages AI use where it helps, saying non-use is acceptable when tools don't improve customer outcomes, but warns that non-adopters risk falling behind and that tokenmaxxing conflicts with frugality.
Engineers (as reported by The Register): Assume the job cuts are linked to the memo and are anxious about their careers; some have even asked whether to leave tech entirely.
What to Watch
- How Amazon internally measures AI adoption and whether "tokenmaxxing" returns under a new metric.
- Whether the memo's "finding, not a failing" language is used in performance reviews as protection or as a trap.
- If Amazon follows up with clearer guidelines or further cuts as AI reshapes roles.
Checked
12 claims in this story checked against 1 source: 12 supported.
Show each claim
- SupportedThe memo sends mixed messages about AI use.www.theregister.com - Articles: “Amazon sends chills through its workforce with mixed message memo about AI use.”
- SupportedTerkowitz says work that does not benefit from current AI tooling is “a finding, not a failing.”www.theregister.com - Articles: ““If your work does not benefit from current AI tooling, that is a finding, not a failing.””
- SupportedTerkowitz warns that non-adopters are falling behind.www.theregister.com - Articles: “It then warns that non-adopters are falling behind.”
- SupportedThe memo was sent to software engineers and managers in September and was written by VP and Distinguished Engineer Terk Terkowitz.www.theregister.com - Articles: “It was originally an internal missive sent to their software engineers and their managers back in September”
- SupportedThe memo says some work is not improved by current AI tools.www.theregister.com - Articles: “It documents work that (today) AI tools aren't improving.”
- SupportedThe memo says tokenmaxxing is at odds with frugality.www.theregister.com - Articles: “The memo says tokenmaxxing is at odds with frugality”
- SupportedThe Register describes the memo as containing mixed messages.www.theregister.com - Articles: “Those are three different positions within three sentences and they're not at all aligned with one another.”
- SupportedThe memo calls input metrics “deeply flawed” but still recommends using them carefully.www.theregister.com - Articles: “The memo concedes that input metrics are "deeply flawed," but then in the next paragraph says to go ahead and use them anyway, carefully.”
- SupportedThe memo’s conflicting messages could let managers use either position in performance decisions.www.theregister.com - Articles: “A manager can cite "a finding, not a failing" when a strong engineer skips the AI tool, and then cite "falling behind" when it's time to PIP someone.”
- SupportedAmazon shut down KiroRank in May after employees used junk tasks to climb its token-usage leaderboard.www.theregister.com - Articles: “In May, Amazon wisely shut down KiroRank, an employee-built cash incineration leaderboard that ranked people by token usage, after the obvious thing happened: people spun up junk tasks to climb the ranks.”
- SupportedAmazon reportedly announced another 250 job cuts that week.www.theregister.com - Articles: “And Amazon reportedly announced another 250 job cuts this week.”
- SupportedThe Register says every engineer who read the memo assumes the developments are related, while the writer says they cannot tell whether they are.www.theregister.com - Articles: “I can't tell you that these things are related. But I can tell you that every engineer who read the memo assumes that they are.”
