Cohere signed a letter of intent on Oct. 15 to buy Prague-based Aisle, an AI security startup with about 50 staff. Cohere's stated reason is a sovereign platform for customers.
Perspective Coverage
4 publishers
- Builder
- Builder 25%
- Operator
- Operator 29%
- Investor
- Investor 46%
Reality
- Evidence45
- Adoption
- Insufficient
- Hype gap+30
- Incentives60
- Confidence60
buildOne report1 publisher Aleph Alpha published Kolibri, a 78B-parameter English and German mixture-of-experts model, under Apache 2.0 with about 3.46B parameters active per token. Teams that cannot send prompts to outside servers can host it themselves if they pay for the GPUs.
Reality
- Evidence45
- Adoption
- Insufficient
- Hype gap+15
- Incentives30
- Confidence50
Cohere signed its combination with Aleph Alpha on September 16 and still needs regulatory approval. The numbers on the record are a 500 million euro pledge from Schwarz Group to lead a Series E reported at $2 billion to $3 billion.
Perspective Coverage
4 publishers
- Builder
- Builder 16%
- Operator
- Operator 45%
- Investor
- Investor 39%
Reality
- Evidence60
- Adoption40
- Hype gap+35
- Incentives70
- Confidence58
buildOne report1 publisher Census authors on dev.to count 13 of 21 AI providers publishing the EU AI Act's training-content summary, up from the 2 they reported nine days earlier. Most newly counted documents sit on legal or trust pages the model card never links to, so checks that stop at the card miss them.
Reality
- Evidence45
- Adoption60
- Hype gap+10
- Incentives30
- Confidence45
buildOne report1 publisher DeepSeek and Mistral are the only 2 of 21 large AI providers publishing a training-data summary in the EU AI Act's template, a dev.to census found. Most of the rest describe training data inside model cards, so buyers on EU contracts have to check the template's fields by hand.
Reality
- Evidence55
- Adoption10
- Hype gap+20
- Incentives40
- Confidence50
Cohere's North 2 agent platform lets administrators track token use down to each user and agent and cap spending across the whole company. Cohere is selling to whoever answers for agent cost and risk, and the launch report backs that with three customer accounts and no prices.
Perspective Coverage
5 publishers
- Builder
- Builder 31%
- Operator
- Operator 43%
- Investor
- Investor 26%
Reality
- Evidence55
- Adoption40
- Hype gap+20
- Incentives60
- Confidence60
buildConfirmed6 publishers Aleph Alpha released Kolibri, an Apache 2.0 German-English model that activates 3.46B of its 78.1B parameters per token. Each token costs about as much compute as a small model, yet a team hosting it in Europe still has to fit every expert in memory.
Perspective Coverage
6 publishers
- Builder
- Builder 47%
- Operator
- Operator 37%
- Investor
- Investor 16%
Reality
- Evidence72
- Adoption
- Insufficient
- Hype gap+15
- Incentives65
- Confidence70
Cohere's annual recurring revenue reached $240m in early 2026. The $20bn valuation attached to its Aleph Alpha merger prices that at about 83 times, against roughly 70 times when the Toronto company was worth $7bn last September.
Perspective Coverage
3 publishers
- Builder
- Builder 7%
- Operator
- Operator 22%
- Investor
- Investor 71%
Reality
- Evidence55
- Adoption35
- Hype gap+25
- Incentives60
- Confidence55
Both governments funded Yoshua Bengio's safe-by-design institute at Montreal's ALL IN, where Cohere agreed terms with Germany's Aleph Alpha and OpenAI's managing director called Canada an obvious place for a data centre.
Reality
- Evidence45
- Adoption35
- Hype gap+25
- Incentives60
- Confidence45
Cohere and Aleph Alpha have signed their combination. A regulated buyer that ran both model developers through the same evaluation is now choosing between one supplier and the sovereign stacks other vendors are assembling.
Reality
- Evidence62
- Adoption30
- Hype gap+32
- Incentives78
- Confidence58
The Globe and Mail reports talks to raise $2 billion to $3 billion at a valuation nearly triple last September's $7 billion, with Ottawa and Berlin in the conversation and most of the money expected to come from private investors.
Reality
- Evidence36
- Adoption41
- Hype gap+38
- Incentives74
- Confidence42
The jump from $7bn to $20bn in a year prices a claim that CEOs will pay for control rather than capability, which is plausible after Washington restricted a US model in June and untestable until the 40% forecast turns into signed orders.
Reality
- Evidence30
- Adoption
- Insufficient
- Hype gap+48
- Incentives84
- Confidence55