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Specifying Algorithms Using Non-Deterministic Computations
In this article, we will discuss the use of the formalism of non-deterministic computations as a language for specifying algorithms. Through presented examples, we will show how extending Rust with just a few constructs with non-deterministic semantics allows us to formulate algorithm specifications, describing their behavior with the same rigor and completeness as predicate logic statements.
Read: inferara.com/papers/specifyi…
#rust #formalverification #formalmethods #formalspecification #inference
Last month we presented Inference at #StellarMeridian 2026 in Lisbon, in the SCF Pitches (Dev Tooling) session. Thanks @StellarOrg and @BuildOnStellar for having us.
Inference is our open-source language for formally verified smart contracts on Stellar. 🧵
Inferara was selected for Taiwan's TAcc+ SpaceTech program, and we are pursuing pilots for command validation and telemetry rules.
SpaceWasm for onboard logic.
Stellar for suitable on-chain applications.
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Watch the pitch (starts at 3:20): youtu.be/Jk01l25hg1o?si=QbGV…
Compiler, toolchain and spec are open source: github.com/Inferara/inferenc… Learn the language: inference-lang.org
Thanks @BuildOnStellar for the SCF support behind our Stellar work.
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Fast. Accurate. Exactly what CFOs need.
Connect @QuickBooks Online to Haruno and get a draft investor report in 1:45, then ask Haruno questions about the numbers.
This quickstart follows one company from the first click to a finished draft report:
• Connect QuickBooks Online: sign in with Intuit and approve access. Haruno only reads reports and account lists. It never changes anything in QuickBooks.
• First sync: 24 months of Balance Sheet, P&L and Trial Balance are saved on your computer. Later syncs bring in new months, plus the last three again in case they changed in QuickBooks.
• Review suggestions: Haruno maps your accounts and asks you to confirm a few things, such as which expense lines count as marketing. Approve the mapping. You can change it later on the Mappings tab.
• Close the month: Haruno builds the statements and the investor report from the closed books and flags anything that needs attention. The report says Draft until you mark it reviewed.
• Ask Haruno: one click drafts a question about a card's figures in the chat. Nothing is sent until you press send, and the answer comes straight from the company's closed books.
haruno.ai
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Inferara retweeted
Weekly Haruno updates
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🪟 v1.3.57 — released
Scheduled tasks catch up the latest missed run after sleep or reopening Haruno, retry connection failures before any response, and follow time-zone changes without a restart. Long runs no longer block the scheduler.
🪟 v1.3.59 — released
If a shell command is flagged as sending data off your PC, its prompt offers Allow once or Deny—not Allow always. Unattended runs reject flagged send requests.
🍎 v1.3.60 — upcoming
Projects will read published annual-report PDFs and compare companies side by side in their own currencies. An Analysis tab will summarize trends, strengths and risks. These companies stay separate from your monthly-books Portfolio.
You'll be able to click a marked scan figure to see it highlighted on its PDF page, enter the printed value and apply it. Confirming the revised reading remains a separate step.
🪟 v1.3.60 — upcoming
History search will preserve Japanese and other non-ASCII text. On relaunch, a saved docked chat will reopen only if it has a conversation or a nonblank draft.
Inferara retweeted
Replying to @InferenceLang
@InferenceLang: A programming language, compiler, and SI-powered proof discovery system. We started R&D for this project before formal verification became popular among SI companies on X.
Our compiler can do auto-formalization at compile time, which means the only job for SI is to discover proofs. This is much faster and token-efficient than just asking a model to formalize something and then prove it. Incomparably more efficient.
Inferara retweeted
We implemented a finite-system Chinese Remainder Theorem solver in Inference and completed mathematical and execution proofs in Rocq. It accepts up to 16 congruences per batch and handles the full range of positive signed 64-bit moduli.
inference-lang.org/blog/veri…
Submitted for #HackMeridian2026 🎉
Tip for builders: hope you didn't spend 28 hours staring at Claude Code. If you haven't met other teams and @StellarOrg staff, start now 😉
Meet Dominik: Douro stage Thu 13:30, Braindate Wed 11:00
stellarmeridian2026.braindat…
@BuildOnStellar
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Our submission: Haruno × Stellar, the month-end close for companies paid in stablecoins and holding tokenised RWAs on Stellar. Wallets reconciled against the books, invoices matched on chain, a close anyone can verify.
Repo: github.com/Inferara/stableco…
haruno.ai
Inferara retweeted
Today, we present Inference Language and AI Prover at TAITRONICS—the biggest event and trade show showcasing the world's best technologies.
Thanks to @ITRI_Taiwan, we are in the space tech pavilion because Inference is the best technology to verify algorithms for aerospace
Inferara retweeted
AIが分析し、人が確かめる。
10月7日、@ramentech2026の期間中に、福岡のGarraway Fで「AI時代になぜ人が必要なのか」を開催しました。ご参加いただいた皆さま、@garraway_fの皆さま、ありがとうございました。
当日は、Inferaraの藤井裕介が登壇し、財務・会計レビューを題材に、AIに任せられる作業と、人が担う判断や説明責任についてお話ししました。
AIがレポートを作成しても、数字の背景を読み解き、根拠となる資料を確認し、最終的な判断に責任を持つのは人です。
私たちは、この考え方をもとに、財務・会計レビューを支援するHarunoを開発しています。財務データの整合性の確認、支出の変動の把握、確認事項の整理を通じて、人によるレビューと判断を支えることを目指しています。
CFOをはじめ、財務・経理のご担当者、投資家・VC、金融機関の皆さまとの協業を歓迎しています。月次財務レポートの確認や投資先企業のモニタリングなど、まずは一つの具体的な業務から、Harunoの活用方法を一緒に検証しませんか。
意見交換や共同検証にご関心のある方は、Xのメッセージ、またはメール([email protected])で、お気軽にご連絡ください。
haruno.ai/jp
#RAMENTECH2026 #Haruno #CFO #財務 #AI
Inferara retweeted
6 are DevEx tools:
→ Stellar Scaffold: idea to app via CLI
→ Stellar Registry: onchain contract registry
→ Hyperledger Solang: Solidity compiler
→ Stellar Security Portal: audits and vulnerabilities
→ Soroban-ret (new): contract bytecode
→ Hardware wallet: Ledger and Trezor
Inferara retweeted
v1.3.50: Fix a reported month, and choose what the investor report shows
Fix a figure in a month you have already reported
Sometimes a new export changes a month you closed and sent out. Until now the only way forward was to reopen that month and do it again.
The company's row now offers Correct…. One sheet tells you how much the month's profit would move, what share of revenue that is, and whether it is big enough to matter for this company. Then you pick one of two answers, with the recommended one already chosen:
- Record in the next open month. The reported month stays exactly as you sent it, and the difference goes into the first month you have not reported yet, in the same accounts, with your note.
- Reopen and restate. Go back and fix the month itself.
Either way the correction is written down. It appears in the statement package and in the Restatements table, listed apart from a full restatement. If a later export puts the figure back where it was, the correction goes away again, as long as that later month is still open.
Choose what the investor report shows
Each section of a company's Investor report now has an eye next to its heading. Click it and the section stays on screen, greyed out, with the eye crossed through: it will not be in the report you export.
A section with no figures in it hides itself and says so, and comes back on its own once there are figures to show. Hiding a section does not change any number, so it never clears a review you have already signed off.
More QuickBooks reports, read
- An A/P Aging report, Summary or Detail, now tells Haruno what the company owes as of the date of the report.
- A Recurring Template List is read as the company's schedules. Nothing in it counts as a transaction; it is there for you and the assistant to look at.
- Some reports cannot be used — an A/R Aging Summary or a Vendor Balance, for example. They now say so when you add them, say why, and name the report to export instead. Before, they looked fine at import and only turned up missing at the close.
- A PDF that is not a QuickBooks reconciliation report now tells you to export that report to Excel instead.
- The Files tab marks files the company's mapping does not read and says the next close will leave them out. Draft mapping again… sits beside them, and next to Review mapping… on the Mappings tab.
- If a file is an export of a different company, the import says so and names both companies, so a file dropped on the wrong company is easy to spot.
A company can keep its address
You can type a company's address when you create it, and change it later in Company details, along with its country. It shows on the company's details card and prints on the investor report you send out. It is optional, and nobody but you ever writes it.
Smaller things
- When the assistant projects a company's year, it uses every month since the company's first figures, and says which number is a projection and which is a run rate.
- Restated figures print in the company's own currency instead of always in dollars.
- Reopening a month after a close was refused no longer says there is nothing to reopen.
- Discarding a prepared cloud change asks first and explains what it will undo. Unlike a draft, you cannot get it back afterwards.
- The sheets for reopening a month, closing one and recording an answer are as tall as they need to be, and a company's cash and burn cards stay the same height.
- Files that arrived since the last close are easier to pick out in the list.
haruno.ai/docs/whats-new/1.3…
Inferara retweeted
Inference v0.0.6 is out.
Compile for @NASA JPL's SpaceWasm interpreter or build @StellarOrg (Soroban) smart contracts.
Also new: SpaceWasm execution via infs run, host imports, and stricter proof-obligation checks.
inference-lang.org/blog/rele…
If you @BuildOnStellar please give @InferenceLang a go
A @StellarOrg - target build is now a complete, deployable, invocable Stellar Smart contract, for pure functions over scalars.
github.com/Inferara/inferenc…
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