Llama4 having a context length of 10M tokens does not mean that we don’t need RAG anymore. Yes you can send larger files and data to LLM, but the volume of data in a typical production environment is orders of magnitude higher. Cost of sending unnecessary data will also add up.
Noted that Gemini 2.5 Pro is not mentioned in #LLAMA4 release notes. Since it is still in training, we should wait for release & independent tests. #AI
“Llama 4 Behemoth outperforms GPT-4.5, Claude Sonnet 3.7, and Gemini 2.0 Pro on several STEM benchmarks.”
My thoughts on how Jevons paradox applies to AI’s impact on jobs. The flywheel effects of AI driven growth is not priced into the job-loss predictions.
https://open.substack.com/pub/deepgains/p/jevons-paradox-and-post-ai-job-market?r=8stv&utm_medium=ios https://cdn.nostrcheck.me/66749e7e3301133e813e6d19c8213d5d64a0eabca3ebe3770a232ded96151a2c/b344fd428d2ddd88f24e10268ada80d1694bd05940dc2cf955f87772f14b81cf.webp
What’s with this design amazon ?
Photo generated with Amazon Nova LLM
#ai #amazon #nova #llm https://cdn.nostrcheck.me/66749e7e3301133e813e6d19c8213d5d64a0eabca3ebe3770a232ded96151a2c/724f2bf69e3e0007237bb6375270576e3fd85ecf9b4f502b58c7f7a45732cfdf.webp
The world will be a better place the day #Meta builds a one click or automatic fact checker into its apps.
#WhatsApp #Instagram #Facebook #AI #Llama
Amazon Nova Act: A step towards smarter, web-native #AI agents https://www.artificialintelligence-news.com/news/amazon-nova-act-step-towards-smarter-web-native-ai-agents/
PSA: Do not trust any news that comes out today 😀
Already fell for it twice 😭
A rare insight into the inner workings of large language models by Anthropic research #AI #LLM #Anthropic
https://open.substack.com/pub/deepgains/p/on-the-biology-of-a-large-language?r=8stv&utm_medium=ios
Don't fall for "AI of the Gaps" fallacy
How many times have you heard: don't learn "X" - AI will do this soon anyway. I think this is a wrong and dangerous mindset from influencers.
https://open.substack.com/pub/deepgains/p/dont-fall-for-ai-of-the-gaps-fallacy
AI-of-the -gaps:
AI is slowly turning into the god of the gaps like argument for popular influencers.
Most popular one:
Should you learn to program a computer- nah! #AI
Texas private school’s use of new ‘AI tutor’ rockets student test scores to top 2% in the country
AI Labyrinth from Cloudflare employs a dual strategy to combat unauthorized web crawlers. When suspicious activity is detected, the system embeds hidden links leading to #AI generated content unrelated to the original website, wasting the bot’s resources. https://blog.cloudflare.com/ai-labyrinth
French National Assembly has done the right thing: it rejected a dangerous proposal that would have gutted end-to-end encryption in the name of fighting drug trafficking
https://www.eff.org/deeplinks/2025/03/win-encryption-france-rejects-backdoor-mandate
For me, Vibe Coding is the democratization of problem solving through code. It is about solving your everyday problems with code. #LLMs have made it possible to generate short lived code made just in time for tackling problems.
Vibe coding gives you superpowers, when used responsibly.
#AI
PDFs are a creature of a time when print layout was a big influence on publishing software, and PDFs are more of a 'print' product than a digital one.
Anthropic's CEO Dario Amodei on giving AI an "I Quit" Button. @AnthropicAI #Claude #Anthropic #AI
https://open.substack.com/pub/deepgains/p/anthropics-dario-amodei-on-giving
A short review of testing Google's #Gemma3 locally.
Gemma 3 is an awesome model for running locally and it pushes the possibilities to the next level with vision and multi lingual support! #AI #google
https://deepgains.substack.com/p/googles-gemma3-testing-the-new-features