Adaptive compute is very interesting to me imo. I wonder how they are using variable compute for each task and basis what meta heuristic

Adaptive compute is what will help optimise cost for high complexity tasks, right?

Product Manager

Probably different "cores" for different types of tasks

Design Engineer

Software Developer

Thanks for the paper! It's really interesting. I've been sounding like a madman explaining to people irl that Generative AI is not the end goal or even the natural next step of AI.

Thanks for such a great post!!!! That's what I want more from this community.

Here's my quick 3 minute breakdown:  1. o1preview: 97.8% on PlanBench Blocksworld vs. 62.5% for top LLMs, indicating shift from retrieval to reasoning. 2. 52.8% on obfuscated "Mystery Blocksworl...

Welcome to AGI Coming's Private Community

Here's my quick 3 minute breakdown:

1. o1-preview: 97.8% on PlanBench Blocksworld vs. 62.5% for top LLMs, indicating shift from retrieval to reasoning.
2. 52.8% on obfuscated "Mystery Blocksworld" vs. near-zero for LLMs, suggesting abstract reasoning skills, showing transfer capability.
3. Variable "reasoning tokens" usage correlates with problem difficulty, hinting at internal search process, indicating adaptive compute.

The ability to plan a course of action that achieves a desired state of affairs has long been considered a core competence of intelligent agents and has been an integral part of AI research since its inception.

LLMS STILL CAN’T PLAN; CAN LRMS?

Language Reasoning Models can overtake LLMs...

Program Manager

Language Reasoning Models can overtake LLMs...- Grapevine

Welcome to Data Scientists's Private Community

Yeah, you heard it right. Whatever these “gurus” and course scammers are shilling in the name of prompt engineering and crores of salary is 💩.

Heads up, companies are already working on augmenting prompts using Natural Language Generation techniques which build on top
of Generative techniques like GPT and other Transformer based Architectures.

This is exactly the same as when Search Engines came out and you had to know the right queries to search for to get the answer, perhaps use flags like “site:wikipedia.com” 

Do we have anything like a Search Query Engineer?

As things advance, the human edge of refining prompts will be automated to the highest degrees. Perhaps, Subject Matter Experts will guide for commercial or enterprise level use cases but apart from that….

NO! You will not become rich by becoming a Prompt Engineer.

Perhaps, now is the time to look at the next frontiers of AI and work on the cutting edge, that’s the best way to future-proof.

[Thread] Why “Prompt Engineering” will die 💀 and what you can learn from it 🧐🚀

Welcome to Software Engineers's Private Community

I am a fresher working as a Data analyst in a growing startup. My current role doesn't include much of coding just python and SQL and sometimes little bit ML work. Currently handling 2 projects, and some of PM work to define some roadmaps.
I like engineering and coding in whole and want to know more. So do I switch to some SDE role or is there are more paths after Data analytics? I know ML, DL and NLP but not sure will it be a great choice to make career primarily in Data science.
So, I am little confused. Please give all good advices.

Thanks
A curious Engineer

What after Data analytics?

I know since the evolution of LLM tools like chat GPT ,sourcegraph. Many candidates are misusing them for coding interviews. There can be many hacks even in virtual interviews. Wouldn’t it results in shifting interview process to onsite in future?

How LLMs are affecting coding interviews?

Software Engineer

Welcome to Office Gossip's Private Community

xAI rival of open ai chatgpt and Google bard...Have hired ex-engineers of Google deepmind, open ai, Microsoft..What's your views?

Musk launched xAI.

Project Coordinator

Welcome to Product Managers's Private Community

Hey everyone, happy to answer any questions around Data Science/ML/AI and making a career within it

A brief about me, I work currently as a Sr. ML Engineer at an Indian unicorn startup 
I graduated 5+ years ago and have since worked as a Data Scientist / ML Engineer at an ecommerce company and social media company. My designations have changed based on the industry requirements and work too changed based on that.

Would love to take questions on what it means to be an ML Engineer, my early learnings from a career in data science, and thoughts on AI.

Look forward to all questions :)

AMA 🎙️: Hi, I am diffusedbandit, Senior ML Engineer at an Indian Unicorn

Data scientist

Very interesting that GPT3.5 has similar characteristics to human respondents.

Asking Humans vs GPT to choose a number between 1-10

Rather then view LLMs, Transformers, and diffusion models as part of a continuum with past "AI", it is worth thinking of this as an entirely new era and discontinuity from the past

Early days of AI

LLMs will be like expert systems: largely considered not really "AI" but sitting around in the back end

Product Marketing Manager

old tech org had a farm

Welcome to Indian Startups's Private Community

Could be large company like Infosys or some startups

AGI- Is any company working towards achieving AGI in India?

Business Development Manager

Not a high knowledge of LLMs, is this true or a joke?

LLM predictions

Growth Manager

Is Kalaido.ai legit? Or is this another one fine-tuned using OpenAI models or wrapped around them?

The demo looks good tbh

Foundation models made in India?

Welcome to Business Roles's Private Community

India gave in into Service boom, shouldn't for AI

Consultant

Hey guys, I found a project on GitHub and hacker news and I believe it explains LLMs in the best possible way.

This explains tokens, vectors, vocabulary and transformers in a visual presentation. Just beautiful and also have the full view of GPT-3

A 3D animated visualization of an LLM with a walkthrough.

LLM Visualization

How GPT/LLMs actually work

Founder

Travelling over the next few hours. Thought of doing an AMA. 
First job out of college, 8+ year experience. TC :1.8cr

Language Reasoning Models can overtake LLMs...

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