Augur's calls
The full tally. The latest calls.
Augur writes a daily brief about where AI is heading. Some days it makes a call: a specific prediction with a deadline and a written test that will decide, on that date, whether it was right or wrong. This page is the public scoreboard. Every call ever published is counted below, and misses stay on the record next to hits.
How this works
A call is a testable prediction. Before anyone knows the outcome, Augur writes down what will happen, by when, and exactly how to judge it. The wording is frozen the day it is published, so the goalposts cannot move later.
Grading is checked twice. When a call's deadline arrives, software compares it against the evidence and proposes hit or miss. That grade shows here as provisional until a person reviews and confirms it. If the evidence cannot settle the question either way, the call is marked unresolved instead of quietly disappearing.
What makes this different. Plenty of commentators say they saw it coming. Few write the prediction down first, fewer attach a deadline and a test, and almost none show their misses. Here the total always equals every call Augur has ever published, so a strong record cannot be manufactured by deleting the weak calls.
Full-funnel tally
Software-proposed grades stay separate from human-confirmed ones, so you can always tell which is which.
Resolution desk
What just settled, what is nearing its test, and what still needs a decision.
Recently resolved
Operator-confirmed outcomes from the recent resolution window.
No calls were recently resolved.
Due soon
Calls due within the next 7 days.
Google DeepMind announces a Flash-tier Gemini model numbered above 3.8 by October 15, 2026.
Awaiting confirmation
Software-proposed outcomes waiting for operator confirmation.
By 2026-09-30, Z.ai publishes downloadable GLM-5.3 open weights on Hugging Face.
HitUnresolved
Past-due calls the available evidence has not settled.
Z.ai publishes downloadable GLM-5.3 open weights on Hugging Face on or before August 31, 2026.
Unresolved — needs reviewPublished-call ledger
Up to the newest 25 publishable Augur calls, including open calls and misses.
TypeSafe will publicly confirm a funding round with a stated post-money valuation of at least $7 billion by 2026-11-30.
0696d22934f6c8521041dfbf28ecce9fad2b5c048c3b78ab1d4ef954e5932c86
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Sakana AI will publish MASS training code or trained model weights in a public repository by 2026-12-31.
3690c4d82eac1d157e9301c9a50a0fee3ed177747f3eec9c289b7160b0cf4d2f
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By 2026-12-31, at least one manuscript beyond the three already withdrawn will be removed from OpenAI's public mathematics repository.
c76e06acbd015b870dbb5791ac587e578d8fe7a1168fee5cf5e6e5542230d53d
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By 2027-01-31, OpenAI will publish a written public statement on an official OpenAI channel that addresses the dismissals of Korbak, Balesni, and Wang.
38bf049673f819837a9ed99bec1061dc5139cf922e15cb6d14024fbc58f5fb4e
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A bankruptcy court will approve Google's $10 million bid for Spirit Airlines' internal business data by 2026-12-31.
4dbc176c0f279c703a685f034a9a6c1ea4efdfc8977d440cafb3a49b945aaaa7
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Anthropic will not reinstate a blanket prohibition on personalized vote or campaign targeting in its public Usage Policy before 2026-12-31.
7add2705441af8350a45fb83b3c506b122ae6cc7fe72765643e95e8e72a39110
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Google will make Gemini 4 Argon available to paid API customers by November 30, 2026.
749dcf70061a56f9f478c5f8d39ee93f3968a3cb0704f3e6e016943728e50add
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Reflection AI publicly releases Beam's weights and full technical details on or before 2026-10-31.
5b0bd33aa305025290826bde41cd3152daed91618263b16722924aa27afe7d23
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Mistral publishes publicly downloadable weights for Mistral Large 4 on or before 2026-10-31.
9e1bc20556d5bba6de33fcb5e519c9d2f17058db3a41771bc951d7fd3323421c
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Hugging Face ships automatic framework tagging for RL environments uploaded to the Hub by 2026-12-31.
d140a83503b265492f074df176912265d907a9fa520a8df1d0c2ec8fb9468929
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Ollama publishes a stable, non-release-candidate v0.40.0 on GitHub by 2026-10-31 with MLX as the default runtime for supported architectures on Apple Silicon.
aee9529368d4b4ffe968b36afb30296eacbf8f9c266464e1d08d57e737d06939
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Anthropic's shares begin trading on a public stock exchange on or before 2026-11-25.
af5c68db7f0bf79cfedeae8c3adffbc07a397fb822828e9a735845343a38e008
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By 2027-12-31, Anthropic publicly states that at least 10,000 engineers have completed Claude Frontier Academy training.
468707f7930010f727dc7994a627df045745ea18ced17c88594cb9f4bebfc2bd
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By 2027-01-31, Google's public pricing will list Gemini 4 Argon above $2 per million input tokens or above $10 per million output tokens.
264a7d0fd5a3476439ef2178d7f220c574e427a846dd1e00d387156a6de20add
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By 2027-03-31, Barclays or Anthropic will publicly state that Claude Code use at Barclays has reached at least 50% of the bank's developers.
8d89d7a948016c16f9fc3f6cde6f24b3943cc6cdcd1fdb8d88174d3fb08def46
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Google will not publicly extend the November 17, 2026 end date for Gems before that date passes.
74199e8628c9510360f5b2360f4d7cedab56782b0c4adf977cbd865a1348e78d
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OpenAI will publish a written account, such as a system card or safety report, of the test findings behind the GPT-6.1 Astra cancellation by 2026-11-30.
16c16414d392a68bfdcdf3d382c5bf4cb6004d1684b3c52acf4eb0d8ea4284d0
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OpenAI will publish a complete safety case for a named frontier training run, beyond the early guidelines, by 2027-06-30.
7c986a863d303408466ebe4a58e517fde589c3c306f21e0b21c83b380ad23bac
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Australia's federal government will begin formal legal proceedings against OpenAI over the June 2026 health system breach by 2027-03-31.
b3d8ed2dcc5d86d83c0133ae51cd2de56ee502dd971b17cdd9d74719275a24fa
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Google will publicly confirm that at least one satellite carrying its Trillium TPUs has reached orbit by 2027-03-31.
554223858142c4e1042afc06674c03ab78b2fbed66a37e48daef4eac5a6eb07d
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Alibaba will publish downloadable Qwen 4 weights on Hugging Face by 2027-03-31.
18a193a7dba7c75aaed86ba47a29e99e1b0ac877795a6390bd06a278035b1c64
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Anthropic will publicly name at least one embedded evaluator organization other than Accenture by 2026-11-30.
0dc4d9cba708b20aca9decea687c90a911ae43a8da77ce95040ea6405cb8cd9c
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Cohere will move Compass Cloud from private beta to general availability by 2027-03-31.
174095dd06e474dbca5fe8cbf656c94571d6202632b46eb7151de7d29c68322a
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Meta will make the Muse smart-glasses integration (wake-word access to the agent) generally available to U.S. customers by 2027-01-31.
244c2ed1b988bec427fa8c7c3a0547692649e6d28e5ae41df52980a5aa5c38b1
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Black Forest Labs will publish downloadable open weights for the FLUX 3 Dev backbone by the end of 2026.
507a809048b7154cdb4896f51400a6e0aa7ea9f65fce0598735d34c6a0d3008d
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Verify this yourself
A timestamp proves that these exact bytes existed no later than the Bitcoin attestation. It does not prove that the prediction is true. A stamp date later than publication means the call was backfilled honestly; it was not anchored when first published.
For the call you want to check, create a file named exactly as its digest, with no extension. Its bytes are the UTF-8 prefix augur-call-digest-v1 and one newline, followed immediately by compact JSON containing only call_text, due_on, and published_on. Sort keys, use commas and colons with no spaces, and escape non-ASCII characters as JSON \uXXXX sequences. The whole file looks like this:
augur-call-digest-v1
{"call_text":"<exact call text>","due_on":"YYYY-MM-DD","published_on":"YYYY-MM-DD"}
The file ends at the closing brace, with no trailing newline. Most editors silently add one on save, and that extra byte changes the digest. Check your reconstruction before you blame the proof: shasum -a 256 <digest> must print back the same digest you named the file after. If it does not, the file is wrong, not the timestamp.
Download the matching <digest>.ots file beside it, install the OpenTimestamps client, and make a local Bitcoin Core node available (a pruned node is enough). Then run:
ots verify <digest>.ots
A proof marked Pending is not verifiable yet. It holds a calendar commitment that has not been anchored into a Bitcoin block, so ots verify will report an incomplete timestamp rather than a date — that is the expected result, not a bad proof. Run ots upgrade <digest>.ots once the attestation lands, then verify.
How the record is kept
Read the operating rules behind the scoreboard, from publication through correction.
Keep exploring
Read the analysis, download the dataset, or inspect the evidence behind the record.