Microsoft tells engineers to curb their token-burning enthusiasm
"Tokenmaxxing is not what we are optimizing for. REG AD googletag.cmd.push(function() { googletag.display('labrador/thereg/article/desktop/c'); }); Tokenmaxxing is the practice of using as many AI tokens as possible, and treating the volume as proof of productivity. A token is the basic unit used to process and bill for the input and output of AI models.
- ▪"Tokenmaxxing is not what we are optimizing for.
- ▪REG AD googletag.cmd.push(function() { googletag.display('labrador/thereg/article/desktop/c'); }); Tokenmaxxing is the practice of using as many AI tokens as possible, and treating the volume as proof of productivity.
- ▪A token is the basic unit used to process and bill for the input and output of AI models.
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Record
| Original publisher | The Register |
| Canonical URL | https://www.theregister.com/ai-and-ml/2026/08/05/microsoft-tells-engineers-to-curb-their-token-burning-enthusiasm/5283482 |
| Publication time | Wed, 05 Aug 2026 17:10:00 +0200 |
| Retrieval time | 2026-08-05T16:00:44.250Z |
| Last seen | 2026-08-05T16:00:44.250Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | BTUVm-uskVQY · 1 stories |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
(function() { let windowUrl = window.location.href; windowUrl = windowUrl.substring(windowUrl.indexOf('?') + 1); let messageElement = document.querySelector('.shareableMessage'); if (windowUrl && windowUrl.includes('code') && windowUrl.includes('expires')) { messageElement.style.display = 'block'; } })(); AI AND ML Microsoft tells engineers to curb their token-burning enthusiasm Redmond wants results from Copilot, not impressive-looking consumption figures Richard Speed Richard Speed MICROSOFT ECOSYSTEM REPORTER Published wed 5 Aug 2026 // 16:10 UTC Concerned about cost, Microsoft is reportedly warning employees against wasteful AI use.In an email seen by 404 Media, Microsoft Executive Vice President Jay Parikh warned that individual divisions would be given targets and could face…
Excerpt limited to ~120 words for fair-use compliance. The full article is at The Register.
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