Random Rob

Here for shits and giggles and to find out what happen to the Epstein list

[Divyanshi @Divyyanshishrma]

China has killed the entire vector database industry.

They open-sourced TencentDB Agent Memory. It gives any AI agent long-term memory that runs 100% locally.

No Pinecone. No cloud APIs. No repeating yourself every session.

- 61% fewer tokens
- PersonaMem accuracy: 48% → 76%
- Zero external API dependencies
- Runs on plain SQLite

Most memory systems compress your history into an opaque vector pile. when recall goes wrong, you're guessing. this one doesn't compress, it builds a semantic pyramid.

L0 Conversation → L1 Atom → L2 Scenario → L3 Persona.

Short-term state gets encoded as a Mermaid graph in your agent's context. verbose tool logs get offloaded to disk. when the agent needs proof, it drills back via node_id to the exact raw log.

no lossy compression. every layer is readable markdown you can just open and inspect.

5.1k stars. 100% Open Source.

[Tanishq (tk) @tanishqk]

wtf. never leaving this site

[Burak @xburak]

You think the whole world is building apps because you spend too much time on X.

Step outside and you'll realize most people don't even know wtf Claude Code / Codex is.

[Owen Benjamin 🐻 @OwenBenjamin]

I just say things in a clear and direct way. That typically offends queer liars

[Owen Benjamin 🐻 @OwenBenjamin]

It’s been a while since I read “hitchhikers guide” but I enjoyed it. I was a kid so I might be misremembering, but I think there was a part that had the answer to everything, but not the question. I see AI like that. It’s only as effective as the question. Knowing the right questions is the answer with AI

[Corn ✧⍣ @cornski]

nigga rubbin it in yall face now LMFAOOO

[Joel Webbon @JoelWebbon]

Mike Huckabee should be tried for treason and, if convicted in a fair court of law, should receive the punishment Congress has decided for treason, per the Constitution.

The U.S. ambassador to Israel and his senior advisor allegedly hid or destroyed cables warning POTUS of Israel’s persecution of Christians and the number of American Citizens murdered by the IDF.

Joel Berry said I “called for the death” of Huckabee, as though I was ordering a hit from a random vigilante and not for the rule of law to be carried out.

Ted Cruz, who has not a single ounce of sympathy for Americans murdered by the IDF, simply said, “This…is…sick.” Sick is Ted Cruz’s total donations from AIPAC, the highest Israeli-paid politician in Washington history.

Mark Levin was the one who really went off the rails.

Levin said, “I don’t know who this terrorist traitor and piece of shit Webbon is, threatening Mike Huckabee and my stepson, but I look forwarded [sic] to meeting this tough guy one day. In the meantime, crazy bastards like him, inciting deadly violence like this, need to be charged by law enforcement….”

An Israel First Jewish man urging someone to be arrested for their free speech?

Typical.

Mark Levin once called for the use of nuclear weapons on 90 million Iranians, who, only weeks before, he insisted the war was needed to protect.

Mark Levin has called for the deaths of Gaza civilians.

Mark Levin has not shown an ounce of compassion for the children killed by the IDF at higher rates than the Nazis during the Final Solution.

As a member of the Chabad, with a Chabad rabbi, Levin believes the teachings of Rebbe Schneerson that Gentiles aren’t human, have only animal souls, and their lives are not worth as much as Jewish ones.

That’s his worldview, and he spends every ounce of his life force and energy inciting wars and calling for Israeli violence against women and children.

Mark Levin is a demon-possessed war-monger who replaces a real and actual atonement of the Old Testament with the blood-letting of Gentiles in the streets of the Promised Land.

Modern Jews haven’t had an altar since God destroyed it.

Instead, they have millions of dollars in free American bombs, and their sacrament is war.

Mark Levin has called for the deaths of millions of people in the Middle East and elsewhere.

Mark Levin has sold his soul for the opportunity to call for dead U.S. troops on national television, with dead American G.I.s. a small price to pay for a few more dead Arabs and an Israel that he loves more than life itself.

What I, and every other patriotic American, are advocating for regarding the alleged treason of Mike Huckabee and David Milstein, is that the proper governing authorities in the lawful capacity of their office, investigate, charge, prosecute, and if convicted, justly punish two traitors in the name of justice.

Government authority exists to bear the sword against those who do evil, as Romans 13 says.

If even half the reports are true, Huckabee and Milstein have done great evil.

And the sword exists for a reason.

[Owen Shroyer @OwenShroyer1776]

So let me get this straight...

Weapons that we paid for were used to blow up oil we paid for from the country we are currently paying for a war against?

Got it.

American foreign policy is such an unmitigated disaster.

[chris long @JOEL9ONE]

Kinda feel like 98 decided he was going to take the game over

[Adam Schefter @AdamSchefter]

Remembering Mike Ditka.

[CarpenterFromNY @Richard12571190]

We have aj brown at home his name is darius cooper

[Philadelphia Eagles @Eagles]

Breadman being Breadman

[God Leads A Free Man 🇳🇬💜 @djmakaveliatl]

Willie Lampkin out there balling

[Oliver Prompts @oliviscusAI]

"I don't have a GPU" is officially dead 🤯

You can now run 70B model on a single 4GB GPU and it even scales up to the colossal Llama 3.1 405B on just 8GB of VRAM.

AirLLM uses "Layer-wise Inference." Instead of loading the whole model, it loads, computes, and flushes one layer at a time

→ No quantization needed by default
→ Supports Llama, Qwen, and Mistral
→ Works on Linux, Windows, and macOS

100% Open Source.

[VraserX e/acc @VraserX]

The funniest thing about the anti-AI crowd is that they genuinely believe humanity should slow down scientific progress so they can keep doing things a machine could do better.

We’re talking about curing diseases, ending scarcity and potentially defeating aging.

But sure, let’s put all that on hold because someone is emotionally attached to their job title.

[Carnage @0xCarnagee]

ALL KARPATHY WORKS at Anthropic and OpenAI on agent harness in one prompt for Opus 5.5

Honestly, it's f*cking unbelievable...

No more agents running wild: leash → small chunks → tests first → prove it → in one CLAUDE.md

Paste it into your repo and thank me later. The full harness is in the image below ↓

[EP @eptwts]

keeping up with AI advancements is a luxury only AI researchers, AI creators & the unemployed can afford...

[ꜱʙ @Surebreed]

Your wife having big breasts will bring you more respect as a man than a wife with a PhD ever will.

[𖣂 @mannyyszn]

“Men are supposed to lead”

- a bitch that don’t listen

[Walter Curt @wcdispatch]

My favorite thing about Trump 2.0. The random people who just pop in frame for no reason.

Iron Mike Tyson leaning in to catch a foreign policy question is just peak Trump.