#llms search results

8 types of LLMs used in AI agents šŸ¤– GPT • MoE • LRM • VLM • SLM • LAM • HRM • LCM Different models for reasoning, perception, planning, and action — not just chat. Agentic AI = model orchestration. #AI #LLMs #AgenticAI #GenAI #MachineLearning

ingliguori's tweet image. 8 types of LLMs used in AI agents šŸ¤–

GPT • MoE • LRM • VLM • SLM • LAM • HRM • LCM

Different models for reasoning, perception, planning, and action — not just chat.

Agentic AI = model orchestration.

#AI #LLMs #AgenticAI #GenAI #MachineLearning

šŸ“£ Deal of the Day šŸ“£ Apr 9 Save 45% TODAY ONLY! Rearchitecting LLMs & selected titles: hubs.la/Q04bf8_j0 Structural techniques for efficient models. @PereMartra #LLMs #LLMOptimization #SLMs #TinyLLMs #Gemma #Qwen #Llama3 #ModelPruning #KnowledgeDistillation

ManningBooks's tweet image. šŸ“£ Deal of the Day šŸ“£ Apr 9

Save 45% TODAY ONLY!

Rearchitecting LLMs & selected titles: hubs.la/Q04bf8_j0

Structural techniques for efficient models. 

@PereMartra #LLMs #LLMOptimization #SLMs #TinyLLMs #Gemma #Qwen #Llama3 #ModelPruning #KnowledgeDistillation

"The concept of poetry has changed significantly throughout time, even within the same language." Can AI truly master creative writing? Learn more about the core challenges of improving the creative writing capabilities of #LLMs: buff.ly/abOixNX

TheOfficialACM's tweet image. "The concept of poetry has changed significantly throughout time, even within the same language." Can AI truly master creative writing?

Learn more about the core challenges of improving the creative writing capabilities of #LLMs: buff.ly/abOixNX

Scale isn't intelligence. Why we're optimising for the wrong metrics in AI, and what actually matters for production LLMs. #llms #llmfinetuning...Show more

hackernoon's tweet image. Scale isn't intelligence. Why we're optimising for the wrong metrics in AI, and what actually matters for production LLMs.
#llms #llmfinetuning...Show more

Modern AI = 5 pillars šŸ§ āš™ļø ✨ Generative AI (create) 🧩 LLMs (reason) šŸ”Ž RAG (ground + verify) šŸ¤– AI Agents (act) šŸš€ Agentic AI (coordinate + scale) We’re moving from AI that answers → AI that executes outcomes. Which pillar wins next? šŸ‘‡ #AI #GenerativeAI #LLMs #RAG

ingliguori's tweet image. Modern AI = 5 pillars šŸ§ āš™ļø

✨ Generative AI (create)
🧩 LLMs (reason)
šŸ”Ž RAG (ground + verify)
šŸ¤– AI Agents (act)
šŸš€ Agentic AI (coordinate + scale)

We’re moving from AI that answers → AI that executes outcomes.

Which pillar wins next? šŸ‘‡
#AI #GenerativeAI #LLMs #RAG

šŸ“£ Deal of the Day šŸ“£ Apr 7 Save 45% TODAY ONLY! Build an Advanced RAG Application (From Scratch) & selected titles: hubs.la/Q049SsHm0 @hamzafarooq50 #LLMs #RAG #decoder #encoder #GenAI Written by former Google research scientist Hamza Farooq, this hands-on guide takes

ManningBooks's tweet image. šŸ“£ Deal of the Day šŸ“£ Apr 7

Save 45% TODAY ONLY!

Build an Advanced RAG Application (From Scratch) & selected titles: hubs.la/Q049SsHm0

@hamzafarooq50 #LLMs #RAG #decoder #encoder #GenAI

Written by former Google research scientist Hamza Farooq, this hands-on guide takes

šŸ“· Elixir LangChain v0.6.3 is out! This release focuses on stability across providers and new capabilities that make building with #LLMs in Elixir more reliable. #ElixirLang #MyElixirStatus github.com/brainlid/langc… Here's what's new and why it matters. 🧵


ICYMI: Llms.txt Was Step One. Here’s The Architecture That Comes Next. via @DuaneForrester: hubs.li/Q049qS6b0 #llms #SEO

sejournal's tweet image. ICYMI: Llms.txt Was Step One. Here’s The Architecture That Comes Next. via @DuaneForrester: hubs.li/Q049qS6b0

#llms #SEO

Are current 3D-QA benchmarks actually measuring 3D reasoning? šŸ¤” Our #ICLR2026 paper shows models perform nearly as well without #3D input -- they're taking shortcuts. šŸ“‰ To fix this, we built *Real-3DQA*. Check out the benchmark & 1-min video: real-3dqa.github.io #LLMs


We put #LLMs to the test—let's find out how good #AI is at hacking! In our new blog, @__mez0__ walks through six simple challenges with intentionally naĆÆve setups to test how capable each model is at single-step exploit validation. Read it now! hubs.la/Q04bWSbJ0


In Social Aims, Emerson wrote... ā€œWhat you are stands over you the while, and thunders so that I cannot hear what you say to the contrary.ā€ These words suggest something interesting about the output of large language models. psychologytoday.com/us/blog/the-di… #AI #LLMs #language


How can developers move beyond linear chains to cyclic, state-aware architectures?šŸ‘€ dzone.com/articles/engin… #AI #AgenticAI #LLMs #LangGraph #MCP

DZoneInc's tweet image. How can developers move beyond linear chains to cyclic, state-aware architectures?šŸ‘€
dzone.com/articles/engin…
#AI #AgenticAI #LLMs #LangGraph #MCP

Llms.txt Was Step One. Here’s The Architecture That Comes Next. via @DuaneForrester: hubs.li/Q049qP0R0 #llms #SEO

sejournal's tweet image. Llms.txt Was Step One. Here’s The Architecture That Comes Next. via @DuaneForrester: hubs.li/Q049qP0R0

#llms #SEO

Neuron-freezing' technique can stop #LLMs from giving users unsafe responses by Matt Shipman @TechXplore_com Learn more: bit.ly/3NKV5F8 #GenerativeAI #ArtificialIntelligence #MachineLearning

Ronald_vanLoon's tweet image. Neuron-freezing' technique can stop #LLMs from giving users unsafe responses
by Matt Shipman @TechXplore_com

Learn more: bit.ly/3NKV5F8

#GenerativeAI #ArtificialIntelligence #MachineLearning

Writing code is cheap. Debugging prod is expensive. With 43% of Al code needing fixes post-deploy, we aren't cutting costs. We are buying tomorrow's outages at a discount. If founders think @OpenAl replaces developers, try to catch that exception. #TechDebt #Startups #LLMs


Page proofs - Understanding #AI @politybooks To help orient readers and in keeping with the pedagogical aims of the book, each chapter begins with a list of Learning Objectives. Here's that list for the chapter on #LLMs. And we accomplish all of this in just 26 accessible pages.

David_Gunkel's tweet image. Page proofs - Understanding #AI @politybooks 
To help orient readers and in keeping with the pedagogical aims of the book, each chapter begins with a list of Learning Objectives. Here's that list for the chapter on #LLMs. And we accomplish all of this in just 26 accessible pages.

AI tools are powerful. The real advantage is knowing how to prompt them. Join @cspenn’s AI Prompting Master Class and learn practical prompts for #SEO, #PPC, and everyday marketing workflows using #LLMs. Save your spot: searchengineland.com/smx/master-cla…

smx's tweet image. AI tools are powerful. The real advantage is knowing how to prompt them.

Join @cspenn’s AI Prompting Master Class and learn practical prompts for #SEO, #PPC, and everyday marketing workflows using #LLMs.

Save your spot:
searchengineland.com/smx/master-cla…

MIT just dropped their Deep Learning course for FREE! šŸŽ“šŸ¤– Stop scrolling and start learning from the best. Lectures 1 & 2 are officially live: šŸ”¹ L1: Intro to Deep Learning šŸ”¹ L2: Sequence Models & Transformers Master #AI, #LLMs, and #DeepLearning today. šŸš€ šŸ—“ļø New lecture every

šŸ¤– Dive into the fundamentals of #AI, #LLMs, #DeepLearning with @MITDeepLearning! Lectures 1 and 2 are officially live and online #FREE for all! 🧠 L1: Intro to Deep Learning youtu.be/II4giR4vOOo?si… 🧠 L2: Sequence Models & Transformers šŸ—“ļø New lecture

MITDeepLearning's tweet image. šŸ¤– Dive into the fundamentals of #AI, #LLMs, #DeepLearning with @MITDeepLearning! Lectures 1 and 2 are officially live and online #FREE for all!

🧠 L1: Intro to Deep Learning youtu.be/II4giR4vOOo?si…

🧠 L2: Sequence Models & Transformers 

šŸ—“ļø New lecture


If you are starting out in #AI research, or have started, and all you see is #DeepLearning and #LLMs everywhere you look, I recommend that you read as many of the following as you can, and think about them deeply - they are classics for a reason. x.com/ShlomoArgamon/…

The classics are still worth reading.



The efficiency paradox: TurboQuant cuts compute costs but doesn't solve memory bottlenecks. Real AI scaling still demands hardware investment. For founders, this means inference optimization ≠ infrastructure problem solved. #AI #LLMs


🚨ALERT: "AI Data Poisoning is the new Zero-Day". šŸ“‰27% accuracy drop detected šŸŽ­1.6M+ artists using Nightshade šŸ’ø$5 to corrupt 2,000 medical docs šŸ›”ļø1,900+ attacks per week The 2026 threat landscape is officially critical. Is your data pipeline safe?ā˜£ļø #AI #CyberSecurity #LLMs

SchmittAnthony_'s tweet image. 🚨ALERT: "AI Data Poisoning is the new Zero-Day".

šŸ“‰27% accuracy drop detected
šŸŽ­1.6M+ artists using Nightshade
šŸ’ø$5 to corrupt 2,000 medical docs
šŸ›”ļø1,900+ attacks per week

The 2026 threat landscape is officially critical. Is your data pipeline safe?ā˜£ļø

#AI #CyberSecurity #LLMs

Anti-AI groups are now trying to take down AI with "data poisoning", the act of purposely flooding training models with false information to make the AI hallucinate.

pubity's tweet image. Anti-AI groups are now trying to take down AI with "data poisoning", the act of purposely flooding training models with false information to make the AI hallucinate.
pubity's tweet image. Anti-AI groups are now trying to take down AI with "data poisoning", the act of purposely flooding training models with false information to make the AI hallucinate.


Working on LLM prompt sanitization & securing LLMs from malicious prompt injection pipeline. HMU if interested. #LLMs #AIResearch #AI #security #collaborate


Punch cards. Terminals. GUIs. The chatbot false start. LLMs. Eight paradigm shifts in how humans talk to software. And one thing nobody says out loud: the CLI never died. It just went latent, waiting for natural language to come find it. arjunagiarehman.com/cli-to-ai #LLMs


DeepSeek's code generation is advanced but not yet on par with models like GPT-4. Meanwhile, Xiaomi's Mimo is good, but other Chinese LLMs, like GLM-5, are currently leading the pack. #AI #LLMs #Tech


LLMs are great at ranking, but pure pairwise ordering hits a computational wall. Learn how hybrid methods are breaking through, making AI ranking both reliable and efficient for massive datasets. tpp.blog/2fmnmb1 #AI #pairwiseordering #llms

thepixelspulse's tweet image. LLMs are great at ranking, but pure pairwise ordering hits a computational wall. Learn how hybrid methods are breaking through, making AI ranking both reliable and efficient for massive datasets.

tpp.blog/2fmnmb1

#AI #pairwiseordering #llms

That has big implications for AI agents in finance and coding: The next frontier may be less about raw code generation and more about test loops, repair, and semantic verification. Paper: arxiv.org/abs/2604.15151 #LLMs #AlgoTrading #AIResearch


The Hidden "Efficiency" Tax: New models like @AnthropicAI @claudeai Opus 4.7 use tokenizers that can consume 35% more tokens for the same input, while "thinking harder" in agentic settings to produce even more output tokens. #usagebasedpricing #tokens #LLMs


Claude Capybara Mythos Mastery: Build Frontier AI Systems ā±ļø 4.2 hours šŸ‘„ 116 šŸ’° $14.99 → 100% OFF comidoc.com/udemy/claude-c… #ClaudeAI #AILearning #LLMs #udemy

comidoc's tweet image. Claude Capybara Mythos Mastery: Build Frontier AI Systems

ā±ļø 4.2 hours
šŸ‘„ 116
šŸ’° $14.99 → 100% OFF

comidoc.com/udemy/claude-c…

#ClaudeAI #AILearning #LLMs #udemy

The gap between hype & reality is just who you follow. Who’s in your daily rotation? Drop the best builders šŸ‘‡ #AI #LLMs #BuildInPublic #Claude #Gemini


šŸ† AI Model Race 2024-2026: Top Text-to-Text #LLMs šŸ’» Models: #GPT, #Gemini, #Claude, #Llama, #DeepSeek, #Grok, #MuseSpark, #GLM, #Qwen and many more! šŸš€ šŸ’½ Data source: @Arena 🌐 youtube.com/watch?v=yySDnf…

lewoniewski's tweet card. Włodzimierz Lewoniewski

youtube.com

YouTube

Włodzimierz Lewoniewski


šŸ’” Pro tip: when prompting large LLMs, add 'Think step by step, then verify your answer' at the end. Cuts hallucinations by a noticeable margin. Simple but underused. #PromptEngineering #LLMs #AI


Generative AI Bootcamp 2026: ChatGPT, LLMs, Prompting ā±ļø 8.6 hours šŸ‘„ 39 šŸ’° $219.99 → 100% OFF comidoc.com/udemy/generati… #GenerativeAI #ChatGPT #LLMs #udemy

comidoc's tweet image. Generative AI Bootcamp 2026: ChatGPT, LLMs, Prompting

ā±ļø 8.6 hours
šŸ‘„ 39
šŸ’° $219.99 → 100% OFF

comidoc.com/udemy/generati…

#GenerativeAI #ChatGPT #LLMs #udemy

Chemical engineering could boom with AI scale up as data centers grow water cooling may hit limits driving demand for dielectric fluids immersion cooling and better heat transfer systems AI may run on thermodynamics too #AI #globalwarming #LLMs


We have a new journal paper on #LLMs for #ontology engineering just accepted @ACMTIST dl.acm.org/doi/10.1145/38…


Anthropic's Advisor Tool is šŸ”„ Let Haiku run tasks and call Opus only when stuck. Result → 2x performance at 85% less cost. One line to enable: betas=["advisor-tool-2026-03-01"] Smarter agents. Cheaper bills. šŸ‘‡ #Claude #AIAgents #LLMs


Current #AI scaling laws are showing diminishing returns, forcing AI labs to change course - buff.ly/hYk4C26 #GenAI #LLMs #IT #tech

vallumsoftware's tweet image. Current #AI scaling laws are showing diminishing returns, forcing AI labs to change course - buff.ly/hYk4C26 #GenAI #LLMs #IT #tech

"The concept of poetry has changed significantly throughout time, even within the same language." Can AI truly master creative writing? Learn more about the core challenges of improving the creative writing capabilities of #LLMs: buff.ly/abOixNX

TheOfficialACM's tweet image. "The concept of poetry has changed significantly throughout time, even within the same language." Can AI truly master creative writing?

Learn more about the core challenges of improving the creative writing capabilities of #LLMs: buff.ly/abOixNX

Is #AI helping or hurting #scientific publishing? So far, it seems #LLMs are allowing for speed, but quality is a question on multiple fronts. Learn more āž”ļøbit.ly/47SMxTz

ChEnected's tweet image. Is #AI helping or hurting #scientific publishing? So far, it seems #LLMs are allowing for speed, but quality is a question on multiple fronts. Learn more āž”ļøbit.ly/47SMxTz

Scale isn't intelligence. Why we're optimising for the wrong metrics in AI, and what actually matters for production LLMs. #llms #llmfinetuning...Show more

hackernoon's tweet image. Scale isn't intelligence. Why we're optimising for the wrong metrics in AI, and what actually matters for production LLMs.
#llms #llmfinetuning...Show more

šŸ“£ Deal of the Day šŸ“£ Apr 9 Save 45% TODAY ONLY! Rearchitecting LLMs & selected titles: hubs.la/Q04bf8_j0 Structural techniques for efficient models. @PereMartra #LLMs #LLMOptimization #SLMs #TinyLLMs #Gemma #Qwen #Llama3 #ModelPruning #KnowledgeDistillation

ManningBooks's tweet image. šŸ“£ Deal of the Day šŸ“£ Apr 9

Save 45% TODAY ONLY!

Rearchitecting LLMs & selected titles: hubs.la/Q04bf8_j0

Structural techniques for efficient models. 

@PereMartra #LLMs #LLMOptimization #SLMs #TinyLLMs #Gemma #Qwen #Llama3 #ModelPruning #KnowledgeDistillation

When #LLMs surpass human experts in math and coding, who provides the ground truth? How can we train models when human supervision becomes the bottleneck? šŸ¤” Today, we dive into Unsupervised RLVR—a comprehensive new study by @TsinghuaNLP (an #OpenBMB member)alongside researchers

OpenBMB's tweet image. When #LLMs surpass human experts in math and coding, who provides the ground truth? How can we train models when human supervision becomes the bottleneck? šŸ¤”

Today, we dive into Unsupervised RLVR—a comprehensive new study by @TsinghuaNLP (an #OpenBMB member)alongside researchers
OpenBMB's tweet image. When #LLMs surpass human experts in math and coding, who provides the ground truth? How can we train models when human supervision becomes the bottleneck? šŸ¤”

Today, we dive into Unsupervised RLVR—a comprehensive new study by @TsinghuaNLP (an #OpenBMB member)alongside researchers
OpenBMB's tweet image. When #LLMs surpass human experts in math and coding, who provides the ground truth? How can we train models when human supervision becomes the bottleneck? šŸ¤”

Today, we dive into Unsupervised RLVR—a comprehensive new study by @TsinghuaNLP (an #OpenBMB member)alongside researchers
OpenBMB's tweet image. When #LLMs surpass human experts in math and coding, who provides the ground truth? How can we train models when human supervision becomes the bottleneck? šŸ¤”

Today, we dive into Unsupervised RLVR—a comprehensive new study by @TsinghuaNLP (an #OpenBMB member)alongside researchers

Modern AI = 5 pillars šŸ§ āš™ļø ✨ Generative AI (create) 🧩 LLMs (reason) šŸ”Ž RAG (ground + verify) šŸ¤– AI Agents (act) šŸš€ Agentic AI (coordinate + scale) We’re moving from AI that answers → AI that executes outcomes. Which pillar wins next? šŸ‘‡ #AI #GenerativeAI #LLMs #RAG

ingliguori's tweet image. Modern AI = 5 pillars šŸ§ āš™ļø

✨ Generative AI (create)
🧩 LLMs (reason)
šŸ”Ž RAG (ground + verify)
šŸ¤– AI Agents (act)
šŸš€ Agentic AI (coordinate + scale)

We’re moving from AI that answers → AI that executes outcomes.

Which pillar wins next? šŸ‘‡
#AI #GenerativeAI #LLMs #RAG

Google proposed a training method that teaches #LLMs to approximate Bayesian reasoning by learning from the predictions of an optimal Bayesian system. The goal: improve how models update beliefs as new info arrives during multi-step interactions. šŸ”— bit.ly/47GTt5R

InfoQ's tweet image. Google proposed a training method that teaches #LLMs to approximate Bayesian reasoning by learning from the predictions of an optimal Bayesian system.

The goal: improve how models update beliefs as new info arrives during multi-step interactions.

šŸ”— bit.ly/47GTt5R

Neuron-freezing' technique can stop #LLMs from giving users unsafe responses by Matt Shipman @TechXplore_com Learn more: bit.ly/3NKV5F8 #GenerativeAI #ArtificialIntelligence #MachineLearning

Ronald_vanLoon's tweet image. Neuron-freezing' technique can stop #LLMs from giving users unsafe responses
by Matt Shipman @TechXplore_com

Learn more: bit.ly/3NKV5F8

#GenerativeAI #ArtificialIntelligence #MachineLearning

8 types of LLMs used in AI agents šŸ¤– GPT • MoE • LRM • VLM • SLM • LAM • HRM • LCM Different models for reasoning, perception, planning, and action — not just chat. Agentic AI = model orchestration. #AI #LLMs #AgenticAI #GenAI #MachineLearning

ingliguori's tweet image. 8 types of LLMs used in AI agents šŸ¤–

GPT • MoE • LRM • VLM • SLM • LAM • HRM • LCM

Different models for reasoning, perception, planning, and action — not just chat.

Agentic AI = model orchestration.

#AI #LLMs #AgenticAI #GenAI #MachineLearning

šŸ“£ Deal of the Day šŸ“£ Mar 25 Save 45% TODAY ONLY! The Art of Code & selected titles: hubs.la/Q048gVLf0 The surprising power of beauty in software development. @rasbt #LLMs #reasoning #python #pytorch This book isn’t a collection of subjective aesthetic opinions. It is a

ManningBooks's tweet image. šŸ“£ Deal of the Day šŸ“£ Mar 25

Save 45% TODAY ONLY!

The Art of Code & selected titles: hubs.la/Q048gVLf0

The surprising power of beauty in software development. @rasbt #LLMs #reasoning #python #pytorch

This book isn’t a collection of subjective aesthetic opinions. It is a

AI tools are powerful. The real advantage is knowing how to prompt them. Join @cspenn’s AI Prompting Master Class and learn practical prompts for #SEO, #PPC, and everyday marketing workflows using #LLMs. Save your spot: searchengineland.com/smx/master-cla…

smx's tweet image. AI tools are powerful. The real advantage is knowing how to prompt them.

Join @cspenn’s AI Prompting Master Class and learn practical prompts for #SEO, #PPC, and everyday marketing workflows using #LLMs.

Save your spot:
searchengineland.com/smx/master-cla…

šŸ“£ Deal of the Day šŸ“£ Mar 26 Save 45% TODAY ONLY! Build a Reasoning Model (From Scratch) & selected titles: hubs.la/Q048xdKf0 Understand LLM reasoning by creating your own reasoning model - from scratch! @rasbt #LLMs #reasoning #python #pytorch Sebastian Raschka, the

ManningBooks's tweet image. šŸ“£ Deal of the Day šŸ“£ Mar 26

Save 45% TODAY ONLY!

Build a Reasoning Model (From Scratch) & selected titles: hubs.la/Q048xdKf0

Understand LLM reasoning by creating your own reasoning model - from scratch! @rasbt #LLMs #reasoning #python #pytorch

Sebastian Raschka, the

šŸ“£ Deal of the Day šŸ“£ Mar 22 Save 45% TODAY ONLY! AI Agents and Applications & selected titles: hubs.ly/Q047QW6w0 Build intelligent LLM-powered applications with agentic workflows and tool-based agents. #LLMs #LangChain #LangGraph #MCP #GenAI This is is your hands-on

ManningBooks's tweet image. šŸ“£ Deal of the Day šŸ“£ Mar 22

Save 45% TODAY ONLY!

AI Agents and Applications & selected titles: hubs.ly/Q047QW6w0

Build intelligent LLM-powered applications with agentic workflows and tool-based agents. #LLMs #LangChain #LangGraph #MCP #GenAI

This is is your hands-on

How To Identify Which LLM Is Actually Working For You [Webinar]. via @hethr_campbell, @callrail: hubs.li/Q048_k3t0 #llms #SEO

sejournal's tweet image. How To Identify Which LLM Is Actually Working For You [Webinar]. via @hethr_campbell, @callrail: hubs.li/Q048_k3t0

#llms #SEO

Can #AI read papers like a scientist? A new benchmark shows where #LLMs fail by Kate Blackwood @TechXplore_com Learn more: bit.ly/4lsTu3d #GenAI #ArtificialIntelligence #MachineLearning #ML

Ronald_vanLoon's tweet image. Can #AI read papers like a scientist? A new benchmark shows where #LLMs fail
by Kate Blackwood @TechXplore_com

Learn more: bit.ly/4lsTu3d

#GenAI #ArtificialIntelligence #MachineLearning #ML

Emergence AI combines #LLMs with formal verification to create deterministic, self-improving #AI agents for industries such as #semiconductors. eetimes.com/u-s-startup-em…

eetimes's tweet image. Emergence AI combines #LLMs with formal verification to create deterministic, self-improving #AI agents for industries such as #semiconductors. eetimes.com/u-s-startup-em…

#Google study finds #LLMs are embedded at every stage of abuse detection securitytc.com/TRvY4q

evanderburg's tweet image. #Google study finds #LLMs are embedded at every stage of abuse detection securitytc.com/TRvY4q

ICYMI: Llms.txt Was Step One. Here’s The Architecture That Comes Next. via @DuaneForrester: hubs.li/Q049qS6b0 #llms #SEO

sejournal's tweet image. ICYMI: Llms.txt Was Step One. Here’s The Architecture That Comes Next. via @DuaneForrester: hubs.li/Q049qS6b0

#llms #SEO

Example on what real-world #LLM usage in offsec looks like: Built a full-stack #C2 100% usable: .HTTP + DNS fallback .jittered traffic, real UAs .WS SOCKS5 pivot .on-demand modules, no persistence LLMs didn’t design it, they accelerate Experience drives tradecraft, #LLMs amplify

kmkz_security's tweet image. Example on what real-world #LLM usage in offsec looks like:

Built a full-stack #C2 100% usable:
.HTTP + DNS fallback
.jittered traffic, real UAs
.WS SOCKS5 pivot
.on-demand modules, no persistence
LLMs didn’t design it, they accelerate
Experience drives tradecraft, #LLMs amplify
kmkz_security's tweet image. Example on what real-world #LLM usage in offsec looks like:

Built a full-stack #C2 100% usable:
.HTTP + DNS fallback
.jittered traffic, real UAs
.WS SOCKS5 pivot
.on-demand modules, no persistence
LLMs didn’t design it, they accelerate
Experience drives tradecraft, #LLMs amplify
kmkz_security's tweet image. Example on what real-world #LLM usage in offsec looks like:

Built a full-stack #C2 100% usable:
.HTTP + DNS fallback
.jittered traffic, real UAs
.WS SOCKS5 pivot
.on-demand modules, no persistence
LLMs didn’t design it, they accelerate
Experience drives tradecraft, #LLMs amplify
kmkz_security's tweet image. Example on what real-world #LLM usage in offsec looks like:

Built a full-stack #C2 100% usable:
.HTTP + DNS fallback
.jittered traffic, real UAs
.WS SOCKS5 pivot
.on-demand modules, no persistence
LLMs didn’t design it, they accelerate
Experience drives tradecraft, #LLMs amplify

#EmbeddingModels power search, recommendations & #RAG systems by turning data into meaningful vectors. State-of-the-art #LLMs can create high-quality embeddings - but scaling is tricky. Watch this #InfoQ video on the full lifecycle of embedding systems: bit.ly/4rr8GQE

InfoQ's tweet image. #EmbeddingModels power search, recommendations & #RAG systems by turning data into meaningful vectors.

State-of-the-art #LLMs can create high-quality embeddings - but scaling is tricky.

Watch this #InfoQ video on the full lifecycle of embedding systems: bit.ly/4rr8GQE

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