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Writing on sovereign AI, our platform and our products — in plain, engineering-credible, fact-based terms.
- 27 Jul 2026PRODUCT
Solab: AI meeting notes where every claim shows its moment
The AI notetaker became the meeting’s default attendee — and spent July 2026 being retrofitted with consent switches while courts weigh whether the bots wiretap. Solab starts from the other end: a record you make on purpose, notes where every claim links to the moment it was said — and unknown stays unknown.
7 min read
- 16 Jul 2026INDUSTRY
When “AI-made” goes on the label: keeping social on-brand in the disclosure era
This week the disclosure rails snapped into place: Google began showing people whether an ad was AI-made, and Meta yanked an AI feature off Instagram a day after shipping it. The lesson is not “stop using AI” — it is that consumers punish two things, undisclosed AI and off-brand AI. The fix is determinism: lock the brand, then constrain every generated post to it.
6 min read
- 13 Jul 2026INDUSTRY
Chat Control, the encryption line, and where your organisation’s plaintext actually lives
On 9 July more MEPs voted to kill Chat Control 1.0 than to keep it — and it survived on a threshold. It is not law, and it never mandated scanning. What the vote did settle is that Europe’s legal line now runs through one architectural question: on whose server does a readable copy of your message come to rest?
6 min read
- 8 Jul 2026INDUSTRY
Media intelligence in the synthetic era: why OSINT has to corroborate, not just collect
Deepfakes and AI-generated posts are flooding the open web that media intelligence reads. Provenance standards like C2PA certify history, not truth — so the job shifts from collecting sources to corroborating them across independent feeds.
3 min read
- 6 Jul 2026INDUSTRY
Voice agents in 2026: why the cascade still beats speech-to-speech for grounded, compliant calls
xAI shipped a no-code voice-agent builder on a speech-to-speech path this month. It is faster and more natural — but for grounded, disclosable, regulated calls the cascade’s readable text seam still wins. Here is the trade-off, honestly.
5 min read
- 29 Jun 2026INDUSTRY
The EU AI Act’s 2 August 2026 deadline didn’t move — here’s what actually lands
The Digital Omnibus pushed high-risk AI rules to 2027 — but Article 50 transparency, GPAI enforcement and fines still arrive on 2 August 2026. What changes, and where you enforce it.
5 min read
- 26 Jun 2026INDUSTRY
Your AI agents are identities now — and most of them are ungoverned
AI agents don’t log in — they act with credentials. Non-human identity is the security story of mid-2026, and the gateway is the one place you can actually issue, scope and revoke it.
5 min read
- 24 Jun 2026INDUSTRY
The agent gateway: one control plane for every model and tool
In 2026 AI agents stopped just answering and started acting — calling tools over MCP. This month Databricks and others converged on the same answer: a single gateway in front of every model and tool. Here is why, and where Qevron already fits.
4 min read
- 22 Jun 2026PRODUCT
SetGet: the scattered tool stack, consolidated into one work OS
Chat in one app, docs in another, tasks in a third, dashboards in a fourth — context scattered across a dozen tabs and as many vendors. SetGet folds projects, wiki, chat and dashboards into a single work OS you can self-host, with SSO and an audit trail.
3 min read
- 18 Jun 2026INDUSTRY
Production RAG in 2026: hybrid retrieval, reranking, and reducing hallucination
Most RAG systems fail in retrieval, not the model. A field guide to the 2026 production stack — hybrid search, Reciprocal Rank Fusion, cross-encoder reranking, grounded citations and evaluation — and why sovereign teams run all of it inside their own perimeter.
5 min read
- 15 Jun 2026PRODUCT
Voices real enough to need consent: inside Blab, our voice studio
Blab is the studio surface for our own text-to-speech family — sub-second streaming, consented voice cloning, and dubbing that keeps the original soundtrack.
1 min read
- 8 Jun 2026INDUSTRY
Sovereign AI for regulated industries: when on-prem stops being optional
Finance, healthcare and the public sector increasingly face hard data-residency rules. Here is how on-prem and isolated AI maps to DORA, the EU AI Act and the European Health Data Space.
2 min read
- 1 Jun 2026PRODUCT
Voice agents that actually pick up the phone: inside Calleague
Real telephony, a realtime speech-to-text → LLM → text-to-speech pipeline and production RAG — what it takes for an AI voice agent to hold a natural call, and how Calleague is built for it.
2 min read
- 25 May 2026INDUSTRY
Vendor lock-in in the LLM era — and the gateway pattern that loosens it
Lock-in is rarely the model weights. It is the API surface, the prompts and the ops glue. Here is how OpenAI-compatible gateways became the standard answer — and what they don’t fix.
2 min read
- 18 May 2026PRODUCT
One endpoint, every model: how Qevron, our OpenAI-compatible gateway, works
Point your code at a single OpenAI-compatible API and reach our in-house models plus 43+ providers — with routing, caching, monitoring and cost analytics in one place.
2 min read
- 11 May 2026INDUSTRY
Data sovereignty in 2026: why on-prem and isolated AI moved from preference to plan
The EU AI Act clock, the GDPR transfer rules and the CLOUD Act gap have turned “where your AI runs” into a legal question, not just an architectural one.
2 min read
- 4 May 2026PLATFORM
Our models. Our gateway. Your AI. — the two layers under everything we build
Arpanet is built in two layers: in-house model families and one OpenAI-compatible gateway underneath, a full suite of products on top. Here is what that vertical integration actually buys you.
2 min read