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Dfs-Large1: New Frontier for Cybersecurity

https://depthfirst.com/research/dfs-large-new-model-release

14•iqster•1h ago

Comments

brutus1979•45m ago

Given the insane volume of AI generated code these days, I guess we need specialized AI models to scan it for vulnerabilities. Probably need to run it on your codebase periodically?

toomuchtodo•37m ago

We run an agentic security test harness when attempting to merge a working branch to main. Human review of output required to merge.

Salmon Hat

https://en.wikipedia.org/wiki/Salmon_hat

1•1659447091•1m ago•0 comments

AI Visibility Evidence Model: Five Factors, Graded by Evidence

https://www.richresults.ai/evidence.html

1•spetschinka•2m ago•0 comments

The year Claude users sued over limits is the year the limits mostly went up

https://okaneland.com/study/claude-code-limits/

1•ermantrout•3m ago•0 comments

Requirements for Interference-Tolerant Radio Altimeter Systems

https://www.federalregister.gov/documents/2026/01/07/2026-00051/requirements-for-interference-tol...

1•Jimmc414•3m ago•0 comments

Explorative Modeling – A new axis for pre-training

https://arxiv.org/abs/2607.27372

2•piesauce•4m ago•1 comments

Looking inside a 1970s PROM chip that stores data in microscopic fuses (2019)

https://www.righto.com/2019/07/looking-inside-1970s-prom-chip-that.html

1•Jimmc414•5m ago•0 comments

Uranium in cobalt-hydroxide exports from the Democratic Republic of the Congo

https://www.nature.com/articles/s41467-026-75910-z

1•Jimmc414•5m ago•0 comments

Freeze the model, train the harness: gains transfer across LLMs and benchmarks

https://www.henrypan.com/blog/2026-07-18-harness-training/

1•megadragon9•6m ago•0 comments

File transfer using animated QR codes

https://www.reddit.com/r/vibecoding/comments/1vawz1e/had_an_idea_for_air_gapped_file_transfer_abl...

2•jv22222•8m ago•1 comments

Proactive V Reactive; from a Startup Founder's Perspective

https://blog.nathanlangley.dev/posts/proactive-ai.html

1•ninjahawk1•10m ago•0 comments

LLM speculative decoding explained simply

https://jwlabs.vercel.app/post/speculative-decoding-first-principles

1•shreybirmiwal•10m ago•0 comments

Benchmark: 68x faster than AWS DMS for real-time CDC

https://www.artie.com/blogs/artie-vs-aws-dms

2•j-cheong•10m ago•0 comments

NoMachine ditches free edition and forums

https://www.reddit.com/r/NoMachine/comments/1vb6y3o/nomachine_ditches_free_edition_and_forums/

1•pacman128•10m ago•0 comments

How to measure the performance of a quantum computer

https://www.ibm.com/quantum/blog/hardware-metrics-2026

1•mrkO99•15m ago•0 comments

Show HN: SmokeVPN – All-in-One WireGuard VPN Hub – Switch Exits in Realtime

https://smokevpn.com

3•lobito25•22m ago•1 comments

Why Journalism Matters to Democracy (2025)

https://cjmd.com.uw.edu/why-journalism-matters-to-democracy/

2•1659447091•23m ago•0 comments

Texas bans THC cannabinoids except delta-9, except edibles and drinks

https://www.khou.com/article/news/local/texas/texas-thc-ban-2026-delta-8-delta-10-hemp-products-l...

2•burnt-resistor•23m ago•0 comments

A Safe Path to Open Weights

https://thinkingmachines.ai/blog/a-safe-path-to-open-weights/

2•stokedmartin•32m ago•0 comments

Readable ad-hoc commands agent skill

https://github.com/a-b/readable-ad-hoc-commands

1•a-b•33m ago•0 comments

How to Exist

https://www.raptitude.com/2026/07/how-to-exist/

4•walterbell•34m ago•0 comments

US Treasury undertakes historic intervention in yen market

https://www.ft.com/content/0f9b2fe7-bde4-4f5f-b49e-93ccb5da9ea8

4•petethomas•40m ago•1 comments

Random Thoughts of Lineage and Death

1•kooi•43m ago•0 comments

Global temperature changes from 12,000 weather stations (1850-2026)

https://github.com/reflex-dev/xy/discussions/419

7•palashawas•46m ago•0 comments

The Red-Hot Book at the Center of an AI Mystery

https://www.wsj.com/business/media/the-red-hot-book-at-the-center-of-an-ai-mystery-201c4665

2•petethomas•49m ago•0 comments

Hacker uses DeepSeek AI to autonomously attack vulnerable servers

https://www.bleepingcomputer.com/news/security/hacker-uses-deepseek-ai-to-autonomously-attack-vul...

5•sbulaev•52m ago•0 comments

Ask HN: What did you learn last month? (July 2026)

3•bhu1st•52m ago•1 comments

Can I vibe code it?

https://canivibecodeit.com/

4•kamphey•53m ago•2 comments

Hunk – Review-first terminal diff viewer for agentic coders

https://www.hunk.dev/

1•chrkl•54m ago•0 comments

Cyberattack on water systems in multiple states has US officials on edge

https://www.cnn.com/2026/07/31/politics/sweeping-cyberattack-us-water-systems

8•Teever•1h ago•1 comments

Dfs-Large1: New Frontier for Cybersecurity

https://depthfirst.com/research/dfs-large-new-model-release

14•iqster•1h ago•2 comments