David William Silva

CEO @ DataHubz

[David William Silva @davidwsilva_]

Here are the benchmarks I have been running including Claude Code, Gemini and Codex with a selection of their respective models:

https://t.co/aUsZu65gIo

[DataHubz @datahubz]

CMMC Compliance Scanning?

From finding to fixing, with AI-powered remediation, GuardGit scans your repository against 110+ CMMC controls, then proposes a project-specific fix. One click opens a pull request, explanation included, diff attached. Re-scan, and the control is passing.

https://t.co/gmPpvNxgUa

[DataHubz @datahubz]

Blind peer review with the source code attached?

GuardGit's anonymous repositories give you a public, fully runnable copy of your project: random hashes, no metadata, no link back to your account. Push from your local repo, or anonymize an existing GitHub project in one click.

Built for double-blind submission, open science, and reproducibility.

https://t.co/ba5Zp4R5ZH

#PeerReview #OpenScience #Reproducibility #AcademicTwitter #ResearchSoftware #DataHubz #GuardGit

[David William Silva @davidwsilva_]

A new course is now available on AI Unmasked: Prompt Engineering!

https://t.co/RtaRHzp8gw

[David William Silva @davidwsilva_]

Want to get serious about your AI literacy?
I prepared something you might want to check out.

https://t.co/pojDODsr24

[DataHubz @datahubz]

In a world racing toward AI-powered commoditization, privacy is what separates the truly valuable from the easily replicated.

https://t.co/J0KcLbCk9M

[DataHubz @datahubz]

You are vibe coding like there is no tomorrow, but tomorrow is coming quickly, and now your code is a giant black box full of liabilities.

GuardGit gives you back control!

https://t.co/J0KcLbCk9M

[DataHubz @datahubz]

The world’s first compliance-native Git platform is now live.

Meet GuardGit: DataHubz’s new platform for compliance-first source code management.

GuardGit combines proprietary compliance scanners, blockchain anchoring with @horizenglobal , and zero-knowledge proofs with @ZKVProtocol to help make code compliance verifiable, auditable, and far more trustworthy. https://t.co/r2CM39UxIl

[DataHubz @datahubz]

Not "yet another compliance software." DataHubz provides compliance technologies and compliance infrastructure, so organizations can reconcile compliance commitments with productivity and profit goals. Domain expertise. Real integration. Real compliance.

Get your free Compliance Readiness Score today: https://t.co/c06o9o6fys

[David William Silva @davidwsilva_]

If you use LLMs for brainstorming and you push beyond the limits of training data, it will never say “I don’t know”. They will tell you: “It won’t work”.

https://t.co/sTa9sPOBtr

[Horizen @horizenglobal]

The @thriveprotocol x Horizen Developer Grant Program keeps funding teams building real privacy infrastructure.

Here's who's in so far:

@zendexfi — Private DEX that shields your trades from MEV bots

@tachyonpe — Cross-chain transfers that break the onchain surveillance trail

@datahubz — Enterprise compliance backed by cryptographic proof, not auditor promises

@nyra_perp — Private perpetuals trading

@UseObscura — Social trading with verifiable PnL

@LighterIM — ZKP-powered on and off-ramps

@AdPrivaAds — Ad engagement you can verify with ZKPs

[Forbes Technology Council @ForbesTechCncl]

Manifold-Constrained Hyper-Connections: The Architectural Breakthrough That Might Redefine LLM Training https://t.co/Nqb1wbT9Ml Written by @davidwsilva_ of @datahubz

[David William Silva @davidwsilva_]

Some mysteries can be engineered, so I decided to build an infinity box to illustrate that.

https://t.co/iNlJ1KQgQB

[David William Silva @davidwsilva_]

@fmendes6 It is indeed changing the dynamics of how software is produced. Exciting times.

[David William Silva @davidwsilva_]

Is AI replacing software engineering?

https://t.co/Zg7QBnN2g3

[David William Silva @davidwsilva_]

@geekdan Thanks for reading!

[David William Silva @davidwsilva_]

Checking the AI hype by the numbers.

https://t.co/pjFoDVUMNj

[DataHubz @datahubz]

Our CEO @davidwsilva_ talked to Angelica Potes from Novator Tech about how @datahubz addresses the compliance challenge.

[David William Silva @davidwsilva_]

Some hard facts about AI.

https://t.co/AfvZlAfswQ

[Horizen @horizenglobal]

Compliance should build confidence, not chaos. For small and mid-sized businesses, it often becomes a scramble of spreadsheets, screenshots, and last-minute audit prep.

@DataHubz is changing that. Their flagship platform turns compliance into a continuous, verifiable, and private system of record. 🧵

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