The numbers are stated judgments. The record began on 15 October 2026 with starting confidences that a model set as the average of five separate readings, from its general knowledge and up to ten developments for each assessment first reported in the three weeks before, after a second model had checked the developments the readings relied on, and a published rule has made every change since. They are not measured probabilities. The question and the rule are fixed before the record begins, and each change shows its evidence and its reasons. The rule and what is not claimed are on the method page.
How the judgment is kept on the record
The question and its three assessments were fixed before the record began. A model then read up to ten developments for each assessment, first reported in the previous three weeks and linked to its own causal factors or to its rivals’, five separate times, and chose a term from the ICD 203 scale each time. A second model, from a different family, checked each development a reading relied on, the five readings were made again without the developments it disputed, and each assessment started at the average of its five terms. Since then each confidence has moved only as the rule below allows. The rule, and the rules that derive each daily state, are published here word for word, and their fingerprints are sealed in the record’s first day.
The record’s first day: Fingerprint . Fingerprint pending. Records are fingerprinted each day at 23:59 UTC.
The rule, verbatim
SHA-256 of the text above, as UTF-8: . This is the text of the rule sealed in the record.
How each daily state is derived
SHA-256 of the text above, as UTF-8: . This is the text of the state rules sealed in the record.
Each step of the update loop, and how it is measured
Models find, fold and read the evidence. Only the rule moves a confidence, and the rule is not learned.
| Step | What it does | How it is measured | Does it learn? |
|---|---|---|---|
| Starting point | Before the record begins, a model reads up to 10 developments for each assessment, first reported in the previous three weeks and linked to its own causal factors or to its rivals’, five separate times, and with its general knowledge chooses a term from the ICD 203 scale each time. A second model, from a different family, checks each development a reading relied on, and the five readings are made again without the ones it disputed. The assessment starts at the average of the five terms, taken in log-odds. | Every reading and every check, the developments shown and the fingerprint of every earlier reading, kept in the first day's record. | No. Before the record begins the loop reads a starting point once a day and keeps the fingerprint of each reading, and the first day seals the newest complete one. |
| Attention | Finds new outside reports that bear on a causal factor: a shortlist by text similarity, then a relevance check by a small model. | The reports read and linked each day, in each daily state. Recall is not measured. | No. The threshold is set in a parameter file, and every change records a fingerprint of that file. |
| Consolidation | Folds reports of the same development into one event, and counts the independent publishers that reported it. Reports on one web domain, or on domains the grade table names as one owner, are one publisher, and a report that copies another's text counts with the report it copies. | The repeated reports folded each day, in each daily state, and the publishers counted and copies folded for each event, in each change. | No. The thresholds are set in a parameter file, and every change records a fingerprint of that file. |
| Interpretation | Reads what an event says about the causal factor, the assessment and each alternative. Evidence that fits the assessment and its rival equally carries no weight. | The developments set aside as fitting an assessment and its rival explanations equally. | No. |
| Source grading | Grades each outlet high, medium or unknown from a published table fixed when the record began, by its web domain or, failing that, the domain it belongs to. Every outlet not in the table is graded unknown. | The share of evidence with a grade. | No. The table is fixed when the record begins, its fingerprint is sealed in the first day, and the table is published below. |
| Revision | Applies the published rule below to move a stated confidence. | How often a move is reversed within seven days. | No. A change to the rule is a new, fingerprinted version. |
| Challenge | A model from a different family argues against every move before it is applied. A disputed move is set aside, with the challenge on the record. | The share of moves it disputes. | No. |
Dated changes outside the rule
The rule never changes within a version. The models and instructions the loop uses can, and each change is listed here with its date and reason.
- 15 October 2026. The relevance check and the challenge step moved from Gemini 2.5 Flash to Gemini 3.1 Flash-Lite, both made by Google, because the provider retires Gemini 2.5 on 20 October 2026. Their instructions did not change. The challenge step still comes from a different family than the model that reads each event, as the rule requires. Every change recorded since names the model that made it.
What changed from version 1, and why
This record corrects the first record of the same question, Cohere, which began on 13 October 2026. That record continues unchanged under the rules it began with. A sealed record cannot be edited, so the corrections below begin a new record with its own first day. Each answers a defect a review found in the first record.
Changes to the question
As the question file states them, sealed in this record’s first day.
The alternative no longer ends “or a larger company acquires it”. It now says that larger rivals win the customers Cohere targets, so by the end of 2027 Cohere's sales of secure, private AI to large organizations and governments stop growing. Its key judgment and what would change our mind drop the purchase of Cohere to match.
Why: A purchase of Cohere by a larger company does not contradict growth through private AI. With that clause the alternative could come true while the main assessment and the thesis both held, so it was not a rival to them.
Causal factor C4 of the alternative, interest in buying Cohere, is replaced by customers leaving Cohere for rivals.
Why: The old factor bore only on the purchase clause, which is gone. Customers leaving for rivals bears on the alternative as it is now stated.
Causal factor C2 of the alternative, contracts won by rivals, no longer lists a customer of Cohere moving to a rival as its evidence, and says that such a move belongs to the new factor on customers leaving.
Why: Otherwise two factors of the alternative would count the same report.
The main assessment now says that Cohere's sales of secure, private AI to large organizations and governments keep growing through 2027 and remain its main source of growth, and the thesis says that Cohere keeps growing by selling secure, private AI, where it said that Cohere grows by selling it. The main assessment's key judgment and what would change our mind add sales that stop growing as customers move to larger rivals.
Why: In version 1 the main assessment said only where Cohere's growth comes from, while the alternative said that rivals would stall it. A Cohere whose growth stalled could still draw what growth it had mainly from private deployments, so the two did not deny each other. Stated as sales that keep growing, the main assessment, and the thesis with it, is what the alternative denies.
The alternative's statement is added, word for word, to the main assessment's alternatives as MXC, and marked as the main assessment's rival.
Why: In version 1 the alternative was not among the main assessment's own alternatives, so evidence for the main assessment was never weighed against it, and nothing kept the two from both being rated likely.
Changes to the rules
The rule and the state rules above are version 1’s with these changes. The rule’s numbers are unchanged.
- The thesis status reads how likely the alternative is
The thesis now holds only while the alternative is below even chance, and it is inverted when the alternative is more likely than the main assessment. The rule still reads recent changes toward the alternative as well.
Why: The first records read the alternative only through recent changes toward it, never its level, so a thesis could read as holding beside an alternative the record itself rated likely. Microsoft's did from its first day.
- A starting point that meets the standard later changes have to meet
The starting point is five separate readings instead of one. Each assessment is shown the developments linked to its rivals as well as its own, reports of one development are folded into one, and only developments first reported inside the three-week window are shown. A second model, from a different family, checks each development a reading relied on, the five readings are made again without the developments it disputed, and each assessment starts at the average of its five terms. Every reading made before the record began is listed by its fingerprint.
Why: Each first starting point was one reading, never challenged. Some counted one news story as several developments, included reports from before the stated window, and saw only the evidence on each assessment's own side. The challenge step later disputed six of the seven cited developments it reviewed, and earlier trial readings were not disclosed, so a reader could not rule out that a reading had been chosen.
- Grades from a published table that knows primary sources
Outlets are graded from a table fixed when the record begins, published below with its fingerprint, which is sealed on the first day. Besides news outlets it grades official government and regulator sites, companies' own newsrooms and investor pages, and trade press that does its own reporting, each entry with its reason. A web address is graded by its domain or, failing that, the domain it belongs to.
Why: The first records graded from a list of news outlets matched on the exact web address. Every Microsoft and Cohere report, and about nine in ten of the AI data centre reports, were graded unknown, government sites and company filings included, so every move they could make was as small as the rule allows.
- Question files that say what they mean
Each question file names the record it corrects and what it changed, listed above, and states the alternative word for word among the main assessment's own rivals, marked as its rival.
Why: In the first records the alternative was not among the main assessment's own rivals, so evidence for one was never weighed against the other, and some wording let both be rated likely at once.
- Evidence the starting point never saw can move the record
A development counts as known when the record began, and never moves an assessment, only if one of its reports had been retrieved by the time the starting point was read. A report retrieved later is new evidence, whatever date it carries. The rule now says so.
Why: The first records pass over any development first reported before they began, by a rule no published text stated. Reports often carry a date without a time and arrive a day or more later, so some developments were neither shown to the starting point nor allowed to move the record. A regulator's decision on a grid operator's plan for large new loads, reported by four publishers, fell into that gap.
- Two publishers means two publishers
A development moves an assessment only once two independent publishers have reported it. Reports on one registered domain, or on domains the grade table names as one owner, are one publisher, and a report that copies another's text counts with the report it copies.
Why: The first records count distinct web addresses, so one firm's alert posted on two of its sites, or a press release repeated word for word by a local station, counted as two outlets, while independent reports of one development were often not grouped at all.
- Every move is challenged
Before any move is applied, a second model, from a different family than the one that read the event, looks for the strongest reason the reports do not support it. In the first records only material moves were challenged.
Why: The challenge step disputed 10 of the 11 material moves it saw, often on grounds its own instructions ruled out, while routine moves were never challenged. A routine development therefore carried more weight in practice than a material one, the reverse of the rule's own weights.
The grade table, and how publishers are counted
Each report's outlet is graded high, medium or unknown from the table below, fixed when the record began. The table grades a web address by its domain, or failing that by the domain it belongs to, so news.example.com is graded as example.com unless the table grades news.example.com itself. A leading www is ignored. Every outlet not in the table is graded unknown, and no grade is entered by hand.
A development's grade is that of the best-graded outlet reporting it, and under the rule a development graded unknown weighs less than a third as much as one graded high.
The table’s fingerprint is the SHA-256 of its RFC 8785 canonical JSON: 162ff1a37351f22af0675a256c4bd6aec9399585b559a43aedf32685a591ffa2. This is the fingerprint sealed in the record's first day, so the table below is the one the record grades by.
The table below lists 158 domains graded high and 203 domains graded medium. It is version 2 of the table.
Graded high: 158 entries
| Domain | Why it has this grade |
|---|---|
| afp.com | Agence France-Presse, a news agency with original reporting. From the credibility seed. |
| alberta.ca | Government of Alberta. An official source. |
| apnews.com | Associated Press, a news agency with original reporting. In version 1's list. |
| arxiv.org | arXiv, the research preprint server run by Cornell University. In version 1's list. |
| azcc.gov | Arizona Corporation Commission, Arizona's utility regulator. An official source. |
| bankofcanada.ca | Bank of Canada, Canada's central bank. In version 1's list. |
| bbc.co.uk | BBC, the UK public broadcaster. In version 1's list. |
| bbc.com | BBC, the UK public broadcaster. In version 1's list. |
| bis.gov | US Bureau of Industry and Security, which sets export controls on chips. An official source. |
| bis.org | Bank for International Settlements, an international financial institution. An official source. |
| bloomberg.com | Bloomberg News, a news agency with original reporting. In version 1's list. |
| bls.gov | US Bureau of Labor Statistics. In version 1's list. |
| brookings.edu | Brookings Institution, a research institution. In version 1's list. |
| bundesnetzagentur.de | Bundesnetzagentur, Germany's federal network regulator. An official source. |
| bundesregierung.de | The German federal government. An official source. |
| ca.gov | California state government, including the Public Utilities Commission and the Energy Commission. An official source. |
| cam.ac.uk | University of Cambridge. In version 1's list. |
| canada.ca | The Government of Canada's official site. From the credibility seed. |
| cbo.gov | US Congressional Budget Office. An official source. |
| cdc.gov | US Centers for Disease Control and Prevention. In version 1's list. |
| census.gov | US Census Bureau. In version 1's list. |
| cer-rec.gc.ca | Canada Energy Regulator. An official source. |
| cfr.org | Council on Foreign Relations, a research institution. In version 1's list. |
| chathamhouse.org | Chatham House, a research institution. From the credibility seed. |
| commerce.gov | US Department of Commerce. In version 1's list. |
| congress.gov | The official record of the US Congress, from the Library of Congress. In version 1's list. |
| corriere.it | Corriere della Sera, an Italian newspaper of record. From the credibility seed. |
| cru.ie | Commission for Regulation of Utilities, Ireland's energy regulator. An official source. |
| csis.org | Center for Strategic and International Studies, a research institution. From the credibility seed. |
| ct.gov | Connecticut state government. An official source. |
| cyber.gov.au | Australian Cyber Security Centre, a government agency. An official source. |
| defense.gov | US Department of Defense. An official source. |
| doc.gov | US Department of Commerce, including its bureaus' sites. An official source. |
| ec.europa.eu | European Commission. In version 1's list. |
| ecb.europa.eu | European Central Bank. In version 1's list. |
| economie.gouv.fr | French Ministry of the Economy. An official source. |
| economist.com | The Economist, a news magazine with original reporting. In version 1's list. |
| edb.gov.sg | Singapore Economic Development Board, a government agency. An official source. |
| eia.gov | US Energy Information Administration, the federal energy statistics agency. In version 1's list. |
| elpais.com | El País, a Spanish newspaper of record. From the credibility seed. |
| elysee.fr | Office of the President of France. An official source. |
| energy.gov | US Department of Energy. In version 1's list. |
| epa.gov | US Environmental Protection Agency. In version 1's list. |
| eur-lex.europa.eu | EUR-Lex, the official database of EU law. In version 1's list. |
| europa.eu | The European Union's official domain, covering its institutions and agencies. In version 1's list. |
| europarl.europa.eu | European Parliament. In version 1's list. |
| factcheck.org | FactCheck.org, a fact-checking organisation. From the credibility seed. |
| fcc.gov | US Federal Communications Commission, a regulator. An official source. |
| federalregister.gov | Federal Register, the US government's official journal. In version 1's list. |
| federalreserve.gov | US Federal Reserve Board. In version 1's list. |
| ferc.gov | Federal Energy Regulatory Commission, the US regulator of wholesale electricity and transmission. In version 1's list. |
| frbsf.org | Federal Reserve Bank of San Francisco, part of the US Federal Reserve System. An official source. |
| ft.com | Financial Times, a newspaper with original reporting. In version 1's list. |
| ftc.gov | US Federal Trade Commission, a regulator. An official source. |
| fullfact.org | Full Fact, a fact-checking organisation. From the credibility seed. |
| ga.gov | Georgia state government, including the Public Service Commission. An official source. |
| gao.gov | US Government Accountability Office. In version 1's list. |
| georgia.gov | Georgia state government. An official source. |
| gouvernement.fr | The French government. An official source. |
| gov.ie | The Government of Ireland's official site. An official source. |
| gov.sg | The Government of Singapore's official site. An official source. |
| gov.uk | The UK government's official site. In version 1's list. |
| govinfo.gov | The US Government Publishing Office's official documents. In version 1's list. |
| harvard.edu | Harvard University. In version 1's list. |
| house.gov | US House of Representatives, its committees and members. An official source. |
| idpc.org.mt | Information and Data Protection Commissioner, Malta's data protection regulator. An official source. |
| iea.org | International Energy Agency, an intergovernmental organisation. In version 1's list. |
| illinois.gov | Illinois state government, including the Illinois Commerce Commission. An official source. |
| imda.gov.sg | Infocomm Media Development Authority, Singapore's digital regulator. An official source. |
| imf.org | International Monetary Fund, an intergovernmental organisation. In version 1's list. |
| in.gov | Indiana state government, including the Utility Regulatory Commission. An official source. |
| itu.int | International Telecommunication Union, a UN agency. An official source. |
| japantimes.co.jp | The Japan Times, a newspaper. From the credibility seed. |
| justice.gov | US Department of Justice. In version 1's list. |
| korea.kr | The Korean government's official news portal. An official source. |
| lbl.gov | Lawrence Berkeley National Laboratory, a US Department of Energy laboratory that publishes grid interconnection data. An official source. |
| legislation.gov.uk | The official text of UK legislation. In version 1's list. |
| lemonde.fr | Le Monde, a French newspaper of record. From the credibility seed. |
| loudoun.gov | Loudoun County, Virginia, county government. An official source. |
| louisiana.gov | Louisiana state government, including the Public Service Commission. An official source. |
| macleans.ca | Maclean's, a Canadian news magazine. From the credibility seed. |
| maryland.gov | Maryland state government, including the Public Service Commission. An official source. |
| meity.gov.in | India's Ministry of Electronics and Information Technology. An official source. |
| meti.go.jp | Japan's Ministry of Economy, Trade and Industry. An official source. |
| michigan.gov | Michigan state government, including the Public Service Commission. An official source. |
| miit.gov.cn | China's Ministry of Industry and Information Technology. An official source. |
| mit.edu | Massachusetts Institute of Technology. In version 1's list. |
| motie.go.kr | Korea's Ministry of Trade, Industry and Energy. An official source. |
| mro.net | Midwest Reliability Organization, a regional entity enforcing NERC reliability standards. An official source. |
| msit.go.kr | Korea's Ministry of Science and ICT. An official source. |
| nationalpost.com | National Post, a Canadian newspaper. From the credibility seed. |
| nature.com | Nature and its peer-reviewed journals. In version 1's list. |
| nerc.com | North American Electric Reliability Corporation, the reliability regulator certified by FERC. An official source. |
| nhk.or.jp | NHK, Japan's public broadcaster. From the credibility seed. |
| nist.gov | US National Institute of Standards and Technology. In version 1's list. |
| nj.gov | New Jersey state government, including the Board of Public Utilities. An official source. |
| npcc.org | Northeast Power Coordinating Council, a regional entity enforcing NERC reliability standards. An official source. |
| npr.org | NPR, US public radio with original reporting. In version 1's list. |
| nrc.gov | US Nuclear Regulatory Commission. In version 1's list. |
| nrel.gov | National Renewable Energy Laboratory, a US Department of Energy laboratory. An official source. |
| nsf.gov | US National Science Foundation, including its statistics centre. An official source. |
| ntia.gov | US National Telecommunications and Information Administration. In version 1's list. |
| ny.gov | New York state government, including the Public Service Commission. An official source. |
| nytimes.com | The New York Times, a newspaper with original reporting. In version 1's list. |
| oecd.ai | The OECD's AI Policy Observatory. An official source. |
| oecd.org | OECD, an intergovernmental organisation. In version 1's list. |
| ofgem.gov.uk | Ofgem, Great Britain's energy regulator. An official source. |
| ohio.gov | Ohio state government, including the Public Utilities Commission of Ohio. An official source. |
| oireachtas.ie | Houses of the Oireachtas, Ireland's parliament. An official source. |
| ontario.ca | Government of Ontario. An official source. |
| ourcommons.ca | House of Commons of Canada. An official source. |
| ox.ac.uk | University of Oxford. In version 1's list. |
| pa.gov | Pennsylvania state government, including the Public Utility Commission. An official source. |
| parl.ca | Parliament of Canada. An official source. |
| parliament.uk | UK Parliament. In version 1's list. |
| pbs.org | PBS, US public broadcaster. From the credibility seed. |
| pewresearch.org | Pew Research Center, survey research. In version 1's list. |
| pib.gov.in | Press Information Bureau, the Government of India's official news service. An official source. |
| politifact.com | PolitiFact, a fact-checking organisation. From the credibility seed. |
| pubmed.ncbi.nlm.nih.gov | PubMed, the US National Library of Medicine's index of biomedical research. In version 1's list. |
| quebec.ca | Government of Quebec. An official source. |
| rand.org | RAND Corporation, a research institution. In version 1's list. |
| regulations.gov | Regulations.gov, the US federal rulemaking docket. In version 1's list. |
| reuters.com | Reuters, a news agency with original reporting. In version 1's list. |
| rfirst.org | ReliabilityFirst, a regional entity enforcing NERC reliability standards. An official source. |
| sam.gov | SAM.gov, the US government's official system for federal contract opportunities and awards. An official source. |
| science.org | Science and its peer-reviewed journals. In version 1's list. |
| sciencedirect.com | ScienceDirect, Elsevier's peer-reviewed journals. In version 1's list. |
| sec.gov | US Securities and Exchange Commission, including company filings. In version 1's list. |
| senate.gov | US Senate, its committees and members. An official source. |
| serc.org | SERC Reliability Corporation, a regional entity enforcing NERC reliability standards. An official source. |
| snopes.com | Snopes, a fact-checking organisation. From the credibility seed. |
| speaker.gov | Office of the Speaker of the US House of Representatives. An official source. |
| spiegel.de | Der Spiegel, a German news magazine. From the credibility seed. |
| stanford.edu | Stanford University. In version 1's list. |
| statcan.gc.ca | Statistics Canada. In version 1's list. |
| state.gov | US Department of State. In version 1's list. |
| texas.gov | Texas state government, including the Public Utility Commission of Texas. An official source. |
| texasre.org | Texas Reliability Entity, a regional entity enforcing NERC reliability standards. An official source. |
| theglobeandmail.com | The Globe and Mail, a Canadian newspaper of record. From the credibility seed. |
| theguardian.com | The Guardian, a newspaper with original reporting. In version 1's list. |
| thestar.com | Toronto Star, a Canadian newspaper. From the credibility seed. |
| thetimes.co.uk | The Times, a UK newspaper of record. From the credibility seed. |
| transportation.gov | US Department of Transportation. An official source. |
| treasury.gov | US Department of the Treasury. In version 1's list. |
| un.org | United Nations. In version 1's list. |
| usgs.gov | US Geological Survey, a federal agency. An official source. |
| ustr.gov | Office of the US Trade Representative. An official source. |
| virginia.gov | Virginia state government, including the State Corporation Commission and the legislature. An official source. |
| washingtonpost.com | The Washington Post, a newspaper with original reporting. In version 1's list. |
| wecc.org | Western Electricity Coordinating Council, a regional entity enforcing NERC reliability standards. An official source. |
| whitehouse.gov | The White House. In version 1's list. |
| who.int | World Health Organization. In version 1's list. |
| wi.gov | Wisconsin state government, including the Public Service Commission. An official source. |
| worldbank.org | World Bank, an international financial institution. In version 1's list. |
| wsj.com | The Wall Street Journal, a newspaper with original reporting. In version 1's list. |
| wto.org | World Trade Organization, an intergovernmental organisation. From the credibility seed. |
| zeit.de | Die Zeit, a German newspaper. From the credibility seed. |
Graded medium: 203 entries
| Domain | Why it has this grade |
|---|---|
| abc.net.au | ABC, Australia's public broadcaster. In version 1's list at medium, which is kept, though the credibility seed rates it high. |
| abc.xyz | Alphabet's investor relations: a primary source for what the company reports, and an interested one. |
| abcnews.go.com | ABC News, US broadcast news. In version 1's list. |
| about.fb.com | Meta's newsroom: a primary source for what the company reports, and an interested one. |
| about.meta.com | Meta's corporate site: a primary source for what the company reports, and an interested one. |
| aboutamazon.com | Amazon's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| aep.com | American Electric Power's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| aeso.ca | Alberta Electric System Operator, reporting on its own grid. |
| agenceurope.eu | Agence Europe, EU affairs news agency with original reporting. |
| ai.meta.com | Meta's AI blog: a primary source for what the company reports, and an interested one. |
| aleph-alpha.com | Aleph Alpha's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| aljazeera.com | Al Jazeera, international news. In version 1's list. |
| alliantenergy.com | Alliant Energy's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| amd.com | AMD's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| ameren.com | Ameren's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| amkor.com | Amkor's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| anthropic.com | Anthropic's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| appliedmaterials.com | Applied Materials' own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| aps.com | Arizona Public Service's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| arm.com | Arm's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| arstechnica.com | Ars Technica, technology press. In version 1's list. |
| aseglobal.com | ASE's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| asml.com | ASML's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| aws.amazon.com | Amazon Web Services' own site and blogs: a primary source for what the company reports, and an interested one. |
| axios.com | Axios, news with original reporting. In version 1's list. |
| barrons.com | Barron's, financial news from Dow Jones. From the credibility seed. |
| betakit.com | BetaKit, Canadian technology business press with original reporting. |
| blog.google | Google's own blog and newsroom: a primary source for what the company reports, and an interested one. |
| bloomberglaw.com | Bloomberg Law, legal and regulatory news from Bloomberg with original reporting. |
| bostonglobe.com | The Boston Globe, a newspaper. In version 1's list at medium, which is kept, though the credibility seed rates it high. |
| breakingdefense.com | Breaking Defense, defence trade press with original reporting. |
| broadcom.com | Broadcom's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| businessinsider.com | Business Insider, business news. In version 1's list. |
| caiso.com | California ISO, the California grid operator, reporting on its own grid and decisions. |
| canarymedia.com | Canary Media, energy trade press with original reporting. |
| cbc.ca | CBC, Canada's public broadcaster. In version 1's list at medium, which is kept, though the credibility seed rates it high. |
| cbsnews.com | CBS News, US broadcast news. In version 1's list. |
| chicagotribune.com | Chicago Tribune, a newspaper. In version 1's list. |
| cloud.google.com | Google Cloud's own site and blog: a primary source for what the company reports, and an interested one. |
| cnbc.com | CNBC, business news. In version 1's list. |
| cnet.com | CNET, technology press. From the credibility seed. |
| cnn.com | CNN, cable news. In version 1's list. |
| cohere.com | Cohere's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| comed.com | ComEd's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| computerweekly.com | Computer Weekly, enterprise technology trade press with original reporting. |
| computerworld.com | Computerworld, enterprise technology trade press with original reporting. |
| constellationenergy.com | Constellation Energy's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| consumersenergy.com | Consumers Energy's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| coreweave.com | CoreWeave's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| crn.com | CRN, technology channel trade press with original reporting. |
| ctv.ca | CTV News, Canadian broadcast news. In version 1's list. |
| dailymail.co.uk | Daily Mail, a UK newspaper. In version 1's list. |
| datacenterdynamics.com | DatacenterDynamics, data centre trade press with original reporting. |
| datacenterfrontier.com | Data Center Frontier, data centre trade press with original reporting. |
| datacenterknowledge.com | Data Center Knowledge, data centre trade press with original reporting. |
| defensescoop.com | DefenseScoop, defence technology trade press with original reporting. |
| denverpost.com | The Denver Post, a newspaper. In version 1's list. |
| digitimes.com | DigiTimes, Taiwan electronics supply chain trade press with original reporting. |
| dominionenergy.com | Dominion Energy's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| dteenergy.com | DTE Energy's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| duke-energy.com | Duke Energy's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| dw.com | Deutsche Welle, Germany's international broadcaster. In version 1's list at medium, which is kept, though the credibility seed rates it high. |
| eenews.net | E&E News, energy and environment policy press with original reporting. |
| eetimes.com | EE Times, electronics industry trade press with original reporting. |
| eirgrid.ie | EirGrid, Ireland's grid operator, reporting on its own grid. |
| eirgridgroup.com | EirGrid Group, Ireland's grid operator, reporting on its own grid. |
| energy-storage.news | Energy-Storage.news, storage trade press with original reporting. |
| engadget.com | Engadget, technology press. From the credibility seed. |
| engineering.fb.com | Meta's engineering blog: a primary source for what the company reports, and an interested one. |
| enr.com | Engineering News-Record, construction trade press with original reporting. |
| entergy.com | Entergy's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| ercot.com | ERCOT, the Texas grid operator, reporting on its own grid and decisions. |
| euractiv.com | Euractiv, EU policy news. In version 1's list. |
| euronews.com | Euronews, European broadcast news. From the credibility seed. |
| evergy.com | Evergy's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| exeloncorp.com | Exelon's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| fedscoop.com | FedScoop, US government technology trade press with original reporting. |
| fierce-network.com | Fierce Network, telecoms and cloud trade press with original reporting. |
| firstenergycorp.com | FirstEnergy's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| forbes.com | Forbes, business news. In version 1's list. |
| foreignaffairs.com | Foreign Affairs, a policy journal. From the credibility seed. |
| foreignpolicy.com | Foreign Policy, a policy magazine. From the credibility seed. |
| fortune.com | Fortune, business news. From the credibility seed. |
| foxnews.com | Fox News, cable news. In version 1's list. |
| fpl.com | Florida Power & Light's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| france24.com | France 24, France's international news channel. In version 1's list at medium, which is kept, though the credibility seed rates it high. |
| georgiapower.com | Georgia Power's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| gf.com | GlobalFoundries' own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| globalnews.ca | Global News, Canadian broadcast news. In version 1's list. |
| googleblog.com | Google's product and research blogs: a primary source for what the company reports, and an interested one. |
| govtech.com | Government Technology, trade press on public-sector technology. In version 1's list. |
| heatmap.news | Heatmap, energy and climate press with original reporting. |
| heise.de | heise online, German technology press with original reporting. |
| hindustantimes.com | Hindustan Times, an Indian newspaper. In version 1's list. |
| hpcwire.com | HPCwire, high-performance computing trade press with original reporting. |
| huffpost.com | HuffPost, news and opinion. In version 1's list. |
| iapp.org | IAPP, the privacy professionals' association, and its news service. In version 1's list. |
| ieso.ca | Independent Electricity System Operator, Ontario's grid operator, reporting on its own grid. |
| independent.co.uk | The Independent, a UK newspaper. In version 1's list at medium, which is kept, though the credibility seed rates it high. |
| insidecybersecurity.com | Inside Cybersecurity, US cybersecurity policy trade press with original reporting. |
| intel.com | Intel's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| investopedia.com | Investopedia, financial explainers. In version 1's list. |
| investor.atmeta.com | Meta's investor relations: a primary source for what the company reports, and an interested one. |
| iso-ne.com | ISO New England, the New England grid operator, reporting on its own grid and decisions. |
| kla.com | KLA's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| lamresearch.com | Lam Research's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| latimes.com | Los Angeles Times, a newspaper. In version 1's list at medium, which is kept, though the credibility seed rates it high. |
| latitudemedia.com | Latitude Media, energy transition trade press. In version 1's list. |
| lawfaremedia.org | Lawfare, national security law and policy. In version 1's list. |
| lightreading.com | Light Reading, telecoms trade press with original reporting. |
| marketwatch.com | MarketWatch, business news from Dow Jones. In version 1's list. |
| marvell.com | Marvell's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| miamiherald.com | Miami Herald, a newspaper. From the credibility seed. |
| micron.com | Micron's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| microsoft.com | Microsoft's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| misoenergy.org | MISO, the grid operator for the US Midwest and South, reporting on its own market and decisions. |
| mistral.ai | Mistral AI's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| mlex.com | MLex, regulatory and competition news with original reporting. |
| msnbc.com | MSNBC, cable news. In version 1's list. |
| nationalgrid.com | National Grid's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| nbcnews.com | NBC News, US broadcast news. In version 1's list. |
| neso.energy | National Energy System Operator, Great Britain's system operator, reporting on its own grid. |
| networkworld.com | Network World, networking trade press with original reporting. |
| newscientist.com | New Scientist, a science magazine. From the credibility seed. |
| newyorker.com | The New Yorker, a magazine. In version 1's list. |
| nexteraenergy.com | NextEra Energy's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| nextgov.com | Nextgov/FCW, US government technology trade press with original reporting. |
| nextplatform.com | The Next Platform, computing infrastructure trade press with original reporting. |
| nrg.com | NRG Energy's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| nvenergy.com | NV Energy's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| nvidia.com | NVIDIA's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| nyiso.com | New York ISO, the New York grid operator, reporting on its own grid and decisions. |
| nzherald.co.nz | New Zealand Herald, a newspaper. In version 1's list. |
| oncor.com | Oncor's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| openai.com | OpenAI's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| oracle.com | Oracle's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| pge.com | Pacific Gas and Electric's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| pjm.com | PJM Interconnection, the grid operator for the US mid-Atlantic and Midwest, reporting on its own market and decisions. |
| politico.com | Politico, policy news with original reporting. In version 1's list. |
| politico.eu | Politico Europe, EU policy news with original reporting. In version 1's list. |
| powermag.com | POWER magazine, power generation trade press with original reporting. |
| pplweb.com | PPL Corporation's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| pv-magazine-usa.com | pv magazine USA, solar and storage trade press with original reporting. |
| pv-magazine.com | pv magazine, solar and storage trade press with original reporting. |
| qualcomm.com | Qualcomm's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| rdworldonline.com | R&D World, research and development trade press with original reporting. |
| renewableenergyworld.com | Renewable Energy World, energy trade press with original reporting. |
| rtoinsider.com | RTO Insider, trade press on US grid operators and wholesale power markets. In version 1's list. |
| salon.com | Salon, news and opinion. In version 1's list. |
| samsung.com | Samsung's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| scientificamerican.com | Scientific American, a science magazine. From the credibility seed. |
| scmp.com | South China Morning Post, a Hong Kong newspaper. In version 1's list at medium, which is kept, though the credibility seed rates it high. |
| sdxcentral.com | SDxCentral, networking and cloud trade press with original reporting. |
| searchengineland.com | Search Engine Land, search industry trade press with original reporting. |
| seattletimes.com | The Seattle Times, a newspaper. From the credibility seed. |
| seekingalpha.com | Seeking Alpha, investment analysis and news. In version 1's list. |
| semafor.com | Semafor, news with original reporting. In version 1's list. |
| semiengineering.com | Semiconductor Engineering, chip industry trade press with original reporting. |
| sempra.com | Sempra's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| servethehome.com | ServeTheHome, server and data centre hardware trade press with original reporting. |
| sfchronicle.com | San Francisco Chronicle, a newspaper. In version 1's list. |
| siliconangle.com | SiliconANGLE, enterprise technology press with original reporting. |
| skhynix.com | SK hynix's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| sky.com | Sky News, UK broadcast news. In version 1's list. |
| slate.com | Slate, a magazine. In version 1's list. |
| smh.com.au | The Sydney Morning Herald, a newspaper. In version 1's list at medium, which is kept, though the credibility seed rates it high. |
| southerncompany.com | Southern Company's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| spglobal.com | S&P Global, including its commodity and market news services. In version 1's list. |
| spp.org | Southwest Power Pool, a US grid operator, reporting on its own market and decisions. |
| straitstimes.com | The Straits Times, a Singapore newspaper. In version 1's list at medium, which is kept, though the credibility seed rates it high. |
| talenenergy.com | Talen Energy's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| tdworld.com | T&D World, electricity transmission and distribution trade press with original reporting. |
| techcrunch.com | TechCrunch, technology press. In version 1's list. |
| techpolicy.press | Tech Policy Press, technology policy news. In version 1's list. |
| techtarget.com | TechTarget, enterprise technology trade press with original reporting. |
| telegraph.co.uk | The Telegraph, a UK newspaper. In version 1's list at medium, which is kept, though the credibility seed rates it high. |
| theatlantic.com | The Atlantic, a magazine. In version 1's list. |
| theaustralian.com.au | The Australian, a newspaper. In version 1's list at medium, which is kept, though the credibility seed rates it high. |
| thehill.com | The Hill, US policy news. In version 1's list. |
| theinformation.com | The Information, technology business press with original reporting. |
| thelogic.co | The Logic, Canadian technology and business press with original reporting. |
| thenextweb.com | The Next Web, technology press. From the credibility seed. |
| therealdeal.com | The Real Deal, real estate trade press with original reporting. |
| theregister.com | The Register, technology trade press. In version 1's list. |
| theverge.com | The Verge, technology press. In version 1's list. |
| timesofindia.indiatimes.com | The Times of India, a newspaper. In version 1's list. |
| tomshardware.com | Tom's Hardware, computer hardware trade press with original reporting. |
| trendforce.com | TrendForce, a market research firm that publishes its own estimates of memory and foundry markets. |
| tsmc.com | TSMC's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| tva.com | Tennessee Valley Authority, a federally owned utility, reporting on its own business: a primary source, and an interested one. |
| usatoday.com | USA Today, a newspaper. In version 1's list. |
| utilitydive.com | Utility Dive, utility and power sector trade press. In version 1's list. |
| venturebeat.com | VentureBeat, technology press. From the credibility seed. |
| vice.com | Vice, news and culture. In version 1's list. |
| vistracorp.com | Vistra's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| vox.com | Vox, news and explainers. In version 1's list. |
| wecenergygroup.com | WEC Energy Group's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| windows.com | Microsoft's Windows blog: a primary source for what the company reports, and an interested one. |
| wired.com | Wired, technology press. In version 1's list. |
| x.ai | xAI's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| xcelenergy.com | Xcel Energy's own newsroom and investor relations: a primary source for what the company reports, and an interested one. |
| yahoo.com | Yahoo, a news portal. In version 1's list. |
| zdnet.com | ZDNET, technology press. From the credibility seed. |
Publishers and copies
A development moves an assessment only once two independent publishers have reported it within seven days of its first report. A publisher is a registered domain: reports from news.example.com and example.com come from one publisher. The table below also names groups of domains that belong to one owner, and each group counts as one publisher.
A report that copies another counts with the report it copies. A copy is a report with the same headline, once letter case, punctuation and spacing are set aside, or one whose text the update loop measures as all but identical. Each change lists the publishers it counted and the copies it folded, so the count can be checked from the record.
Domains the table names as one owner:
- tokenpost.com, tokenpost.kr
- microsoft.com, windows.com
- google.com, blog.google, googleblog.com, abc.xyz
- amazon.com, aboutamazon.com
- fb.com, meta.com, investor.atmeta.com, facebook.com
- bloomberg.com, bloomberglaw.com, bloombergtax.com, bnef.com
- wsj.com, dowjones.com, marketwatch.com, barrons.com
- politico.com, politico.eu, eenews.net
- yahoo.com, aol.com
Developments reported before the record began
Point 3 of the rule above says what the record already knew when it began: a development none of whose reports had been retrieved when the starting point was read is new evidence, whatever date it carries. The first day records when the starting point was read, and the fingerprint of the web address of every report it was shown, so the daily check can refuse a change on a development the record already knew.
Every starting point read before the record began
Before the record began, the update loop read a starting point once a day. The first day keeps the fingerprint of every reading made before the one it sealed, so a reading made again and replaced would show. The sealed reading, with every reading and check in it, is on each assessment’s page.
The sealed reading was made on 15 October 2026, 03:47 UTC.
No starting point was read before it.
How the record's own behaviour is watched
Each monitor is measured from the sealed record alone and published whatever its value, with its n and the dates its data span.
The rates cover the last 28 days.
- Reversals within 7 daysNot yet measured.
- Moves the challenge step disputedNot yet measured.
- RestatementsNot yet measured.
- Evidence set asideNot yet measured.
- Possible echoAn assessment is flagged when straining evidence stays under 10 per cent of its evidence in each of the last 3 complete weeks. A record that only ever hears agreement may be hearing one voice.
- Main assessment: not yet measured, as the record does not yet cover 3 complete weeks.
- The condition it rests on: not yet measured, as the record does not yet cover 3 complete weeks.
- The alternative: not yet measured, as the record does not yet cover 3 complete weeks.
What the judgment covers, and what it leaves out
Through the end of 2027, how does Cohere grow: by selling secure, private AI to large organizations and governments, or by competing to build the most capable models? Geography: Global. Horizon: 31 December 2027.
In scope:
- Cohere's contracts and partnerships with large organizations, such as banks, telecommunications companies, health and life-sciences firms and defence suppliers, to run its models and its North platform under the customer's own control
- Agreements between Cohere and governments or public bodies in Canada, Europe, the United Kingdom, Asia and the United States, from memoranda of understanding to paid contracts
- Cohere's product and model releases, and the kind of deployment each is designed for
- Cohere's funding, acquisitions and mergers, including its combination with Aleph Alpha, as they bear on how it grows
- Computing capacity that Cohere buys, leases or uses through partners
- Changes in Cohere's leadership and staff, as signs of strain or of strategy
- Offerings from rival AI and cloud companies that let large organizations and governments run AI under their own control, and the contracts those rivals win
- Government policies, budgets and rules on keeping data and AI under national or organizational control
Out of scope:
- Investment advice about any company
- The valuation of Cohere or the price of any share
- Whether, when or where Cohere offers its shares to the public
- Comparisons of AI models on capability tests, except where Cohere presents a model of its own as competing to be the most capable
- Debates about AI safety and about limits on the development of the most advanced AI models
- Consumer AI products and services
- Trade disputes between countries and rules on the sale of chips between countries
- Lawsuits about the data used to train AI models
When a data series may count as a test
No data series is admitted as a test in this version of the rule. A later version may admit one only if, over all the readings it will get, its chance of firing on noise alone is 5 per cent or less. The arithmetic and a replay are on when a resolution criterion is a real test.
How records are fingerprinted
One daily state is recorded for each day in UTC, and one record for each change. Each names the one before it by its fingerprint. That link fixes the order of the records, but it does not by itself stop a record being replaced, because a replacement chain can be built to link just as well. What does is publication outside this site. At 23:59 UTC every such record not yet fingerprinted joins that day’s fingerprint of all of them, and the day’s fingerprint is pushed to a public repository on GitHub. When a day is missed, its records join the next day’s, and the pages give the date of the fingerprint that contains each record.
The first daily state and every new change are also published at once. As soon as one is recorded, the newest fingerprint of each of the two chains is pushed to the same repository, in a folder of its own, so the wait is minutes rather than until 23:59 UTC. If that push fails, the record waits for the daily one. Until its fingerprint is published one way or the other, a record could still be replaced without trace. From then on a replacement would no longer match what GitHub holds.
The record is published as data: the current state, the changes and every daily state, the last two as JSON Lines. Each record comes in full with its fingerprint, so anyone can recompute it. Once its day’s fingerprint is published, it also comes with the path to that fingerprint and the commit on GitHub, so it can be checked offline. The project’s sealed protocols and pre-registrations are listed in the methods ledger.
What we do not claim
- No accuracy, skill, calibration, Brier score, hit rate or track record of any kind is claimed. Nothing here predicts events, and nothing here is said to beat experts or markets.
- The numbers are not measured probabilities. They are stated judgments. A model set each starting confidence as the average of five separate readings, from its general knowledge and up to ten developments for each assessment first reported in the three weeks before the record began, after a second model had checked the developments the readings relied on. Since then only a published rule has revised them.
- The three stated confidences are set and moved separately. They are not shares of one whole, and they need not add up to 100 per cent.
- The system did not choose the question. The thesis, its assessments and the rule were fixed before the record began, and the system works within them.
- Nothing is learned from outcomes. There is no learned model of source quality and no reliability score for the challenge step.
- The record is not real-time: it is updated once a day. It is not full-text: the update loop reads headlines and summaries. It is not comprehensive: it covers what a web-search service returns for a fixed set of searches about Cohere and its market, and for searches for more reports of developments it has already found. It does not establish causation.
- A timestamped fingerprint does not show that a judgment was right. It shows that the record existed no later than the day its fingerprint was published. When a day's fingerprint is missed, that day's records join the next day's, and the pages give the date of the fingerprint that contains each record.
- Nothing is reconstructed after the fact. The only material from before the first day that is part of the record is the starting point: the developments it was shown, every reading and every check, and the fingerprint of every earlier reading, kept in the first day's record. The update loop's working notes are shown as it recorded them, and they are not part of the fingerprinted record.