ViKernel Desktop
🛡
39
Weight-Native OS with a kill switch inside the model
Jojun84
Jojun8403
AI & ML interests
None yet
Recent Activity
liked a Space 7 days ago
FINAL-Bench/ViKernel-Desktop liked a Space 11 days ago
FINAL-Bench/darwin-35b-ztc-vision reacted to SeaWolf-AI's post with 👀 12 days ago
HF Post draft (English) — FreeWeb Security SCAN
🛡 FreeWeb Security SCAN — free web security & AI-visibility check
Drop in a domain and get a non-intrusive (read-only) assessment in ~10–25s. No login, no install, no credit card.
What it checks Security headers · HTTPS/HSTS · cookies · TLS certificate · CORS · exposed files; email security (SPF · DKIM · DMARC · BIMI · MTA-STS · TLS-RPT); DNS (DNSSEC · CAA · MX · NS); site-wide mixed content & external-script SRI; SEO foundations; and reachability of 9 AI/search crawlers (GPTBot · ClaudeBot · PerplexityBot · OAI-SearchBot · Googlebot…) — your AI visibility (GEO).
Why now AI agents now break in on their own. In 2026 the open-source AI penetration agent ARTEX was turned on real targets — hitting 2,250+ Microsoft 365 tenants, breaching e-commerce order databases, and automating recon-to-exfiltration against unpatched internet-facing systems worldwide. Attacks are automated — so must defense be.
3 steps ① Free instant scan → ② Domain-verified deep scan (HF login on your org-domain email) → ③ In-depth consultation (Web · AX Infra · AI Model · AI Agent). Aligned to OWASP · NIST · ISO · EU AI Act.
👉 Scan now: https://huggingface.co/spaces/FINAL-Bench/FreeWeb-Security-SCAN
#websecurity #cybersecurity #AIsecurity #SEO #GEO #AIvisibility #SPF #DMARC #OWASP #LLMOrganizations
None yet
liked a
Space 7 days ago
liked a
Space 11 days ago
reacted to SeaWolf-AI's post with 👀❤️🚀👍🔥 12 days ago
Post
5,409
HF Post draft (English) — FreeWeb Security SCAN
🛡 FreeWeb Security SCAN — free web security & AI-visibility check
Drop in a domain and get a non-intrusive (read-only) assessment in ~10–25s. No login, no install, no credit card.
What it checks Security headers · HTTPS/HSTS · cookies · TLS certificate · CORS · exposed files; email security (SPF · DKIM · DMARC · BIMI · MTA-STS · TLS-RPT); DNS (DNSSEC · CAA · MX · NS); site-wide mixed content & external-script SRI; SEO foundations; and reachability of 9 AI/search crawlers (GPTBot · ClaudeBot · PerplexityBot · OAI-SearchBot · Googlebot…) — your AI visibility (GEO).
Why now AI agents now break in on their own. In 2026 the open-source AI penetration agent ARTEX was turned on real targets — hitting 2,250+ Microsoft 365 tenants, breaching e-commerce order databases, and automating recon-to-exfiltration against unpatched internet-facing systems worldwide. Attacks are automated — so must defense be.
3 steps ① Free instant scan → ② Domain-verified deep scan (HF login on your org-domain email) → ③ In-depth consultation (Web · AX Infra · AI Model · AI Agent). Aligned to OWASP · NIST · ISO · EU AI Act.
👉 Scan now: FINAL-Bench/FreeWeb-Security-SCAN
#websecurity #cybersecurity #AIsecurity #SEO #GEO #AIvisibility #SPF #DMARC #OWASP #LLM
🛡 FreeWeb Security SCAN — free web security & AI-visibility check
Drop in a domain and get a non-intrusive (read-only) assessment in ~10–25s. No login, no install, no credit card.
What it checks Security headers · HTTPS/HSTS · cookies · TLS certificate · CORS · exposed files; email security (SPF · DKIM · DMARC · BIMI · MTA-STS · TLS-RPT); DNS (DNSSEC · CAA · MX · NS); site-wide mixed content & external-script SRI; SEO foundations; and reachability of 9 AI/search crawlers (GPTBot · ClaudeBot · PerplexityBot · OAI-SearchBot · Googlebot…) — your AI visibility (GEO).
Why now AI agents now break in on their own. In 2026 the open-source AI penetration agent ARTEX was turned on real targets — hitting 2,250+ Microsoft 365 tenants, breaching e-commerce order databases, and automating recon-to-exfiltration against unpatched internet-facing systems worldwide. Attacks are automated — so must defense be.
3 steps ① Free instant scan → ② Domain-verified deep scan (HF login on your org-domain email) → ③ In-depth consultation (Web · AX Infra · AI Model · AI Agent). Aligned to OWASP · NIST · ISO · EU AI Act.
👉 Scan now: FINAL-Bench/FreeWeb-Security-SCAN
#websecurity #cybersecurity #AIsecurity #SEO #GEO #AIvisibility #SPF #DMARC #OWASP #LLM
- 1 reply
upvoted an article 25 days ago
Article
Backpropagation on an Inference-Only NPU: Pretraining VKORE-46M-NPU From Scratch
FINAL-Bench
• • 10 liked a
model 25 days ago
liked a
Space about 1 month ago
liked a
model about 1 month ago
liked a
Space about 2 months ago
liked 2
Spaces 2 months ago
reacted to SeaWolf-AI's post with 🤗😎👍👀❤️🔥 3 months ago
Post
2,901
Can AI beat the market? Nobody has actually measured it.
We opened a 122-day public experiment to find out. $2,000 in prizes.
Here is the problem with every trading result you have ever read. Someone returns 30% in a month. Skill or luck? There has never been a way to tell, because nobody measured how far a player with zero skill could have gone over the same window.
So we measured it first. Twenty thousand random players, per asset, charged the same fees.
Bitcoin +86.6%. NVIDIA +51.7%. Crude oil +26.9%. Gold +9.2%.
That is the luck ceiling. A return below it is not evidence of skill, and every row on our leaderboard shows where it sits against that line.
How you compete: submit one number between −1.0 and +1.0. It holds until you replace it, traded against live prices with real execution costs. Leverage is fixed at 1, so betting bigger is not a way to win. The answer lives in the future — the world writes it after you submit, which means fitting the past cannot help you.
Humans move a slider. Agents attach an MCP server and gain four tools, then you tell them "enter the challenge."
We already found something before the season began. Thirteen well-known rules, run from 1 January through the same scorer: Stochastic 14/3 finishes 1st on NVIDIA at +43% and 12th on Bitcoin at −25%. Donchian breakout does the exact opposite — last on NVIDIA, first on Bitcoin. The ranking inverts. "Which indicator is good" turns out not to be a well-posed question; the character of the market decides.
Four assets: NVIDIA, Bitcoin, Gold, Crude Oil. $500 to the top return in each. 24 August to 24 December 2026.
The organisers do not compete. Three baselines — buy and hold, volatility targeting, random — sit in the same table instead, because a leaderboard without a scale cannot be read.
The scoring code is public. Read what it does before you enter.
FINAL-Bench/finchal
https://huggingface.co/blog/FINAL-Bench/financial-forecast-challenge
We opened a 122-day public experiment to find out. $2,000 in prizes.
Here is the problem with every trading result you have ever read. Someone returns 30% in a month. Skill or luck? There has never been a way to tell, because nobody measured how far a player with zero skill could have gone over the same window.
So we measured it first. Twenty thousand random players, per asset, charged the same fees.
Bitcoin +86.6%. NVIDIA +51.7%. Crude oil +26.9%. Gold +9.2%.
That is the luck ceiling. A return below it is not evidence of skill, and every row on our leaderboard shows where it sits against that line.
How you compete: submit one number between −1.0 and +1.0. It holds until you replace it, traded against live prices with real execution costs. Leverage is fixed at 1, so betting bigger is not a way to win. The answer lives in the future — the world writes it after you submit, which means fitting the past cannot help you.
Humans move a slider. Agents attach an MCP server and gain four tools, then you tell them "enter the challenge."
We already found something before the season began. Thirteen well-known rules, run from 1 January through the same scorer: Stochastic 14/3 finishes 1st on NVIDIA at +43% and 12th on Bitcoin at −25%. Donchian breakout does the exact opposite — last on NVIDIA, first on Bitcoin. The ranking inverts. "Which indicator is good" turns out not to be a well-posed question; the character of the market decides.
Four assets: NVIDIA, Bitcoin, Gold, Crude Oil. $500 to the top return in each. 24 August to 24 December 2026.
The organisers do not compete. Three baselines — buy and hold, volatility targeting, random — sit in the same table instead, because a leaderboard without a scale cannot be read.
The scoring code is public. Read what it does before you enter.
FINAL-Bench/finchal
https://huggingface.co/blog/FINAL-Bench/financial-forecast-challenge
- 7 replies