A.I Researcher | Embedded Systems | Computer Engineer
Lover of Intelligent Systems and expert in the science and engineering of Artificial Intelligence 🥂👑github.com/AIINSTARAJ Lagos, NigeriaJoined May 2024
The paper shows how to read and steer an LLM’s financial thinking using a simple add-on.
When they reduced its natural optimism bias, trading strategies based on the model actually performed better.
Shows a practical way to both “read” and “steer” LLMs in finance.
Its cracking…
BRILLIANT @GoogleDeepMind research.
Even the best embeddings cannot represent all possible query-document combinations, which means some answers are mathematically impossible to recover.
Reveals a sharp truth, embedding models can only capture so many pairings, and beyond that,…
The paper shows how simple prompts can force LLMs to overthink, wasting compute without hurting answers.
On benchmarks, it inflated reasoning by up to 8x on popular models.
Chain of Thought makes models write step by step, so extra words cost time and money.
POT (Prompt-Only…
Einstein wasted the second half of his life on a fruitless quest. In the second half of his life, von Neumann invented game theory, computer architecture, implosion nuclear weapons, cellular automata and weather prediction, among other things.
"The Impact of Artificial Intelligence on Human Thought"
A big 132 page report.
AI is shifting real thinking work onto external systems, which boosts convenience but can weaken the effort that builds understanding and judgment,
A pattern the paper frames through cognitive…
The authors provide strong arguments for integrating LLMs with tool-calling capabilities. They even modify GRPO to encourage early tool use. LLMs trained with their method perform dramatically better compared to pure-text LLMs.
Cool work!
🔗arxiv.org/pdf/2508.19201
Fine-tuning LLM Agents without Fine-tuning LLMs
Catchy title and very cool memory technique to improve deep research agents.
Great for continuous, real-time learning without gradient updates.
Here are my notes:
Microsoft Research just unveiled POML, a Prompt Orchestration Markup Language.
It brings HTML-like structure, CSS-like styling, and robust data integration to LLM prompting.
Master complex prompts with unparalleled control and clarity.
huggingface.co/papers/2508.13…
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Anticipate 🔥🔥💡
The premier AGI event of the year is just 2 weeks away.
Join us at AGI-25 (August 10-13) to connect with the global AGI research community, attend workshops, watch software and hardware demos, and much more.
Register now to watch online for free: agi-conf.org/2025
🎉 Our work [MELLE] (arxiv.org/abs/2407.08551) has been accepted to ACL 2025 Main. Thanks to all co-authors for their efforts and help. 🥰
TL;DR: We present MELLE, a concise, continuous-value token-based language model for high-quality TTS, forgoing cumbersome NAR steps.
🤖🔍 Smart Web Search Chatbot
Build a chatbot that combines LangGraph with Azure OpenAI, featuring Tavily-powered web search capabilities. Includes state management and conditional routing for seamless search integration.
Check out the tutorial 👉 medium.com/@akshay_raut/l…
BitNet b1.58 2B4T: First open native 1-bit LLM at 2B scale, by Microsoft.
Matches full-precision peers on accuracy with 10x lower energy and 8x less memory.
Trained on 4T tokens.
huggingface.co/microsoft/bitn…
Cohere's Command A report is an extremely extensive paper on how to train a modern LLM in 2025. But it's a model for very different but specific use cases.
Let's talk about it
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Submit your own at https://t.co/QhbJKXBd4Q, and link models/datasets/demos to it!
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33 Followers 465 FollowingSoftware Developer, Django Developer
......
I talk about everything tech💻🕹️
Write about how businesses can leverage tech💰
Open to roles and collaborations🚀
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200 Followers 196 FollowingJack of all trades? Master of all!
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Founder @Crelivio | Building brands that dominate.
#Admon