Advanced Indexing Techniques in RAG Systems: Beyond Basic Chunking
Chunkinglets an LLM devour text without gaggingâkeep the meaning intact to sidestep lost semantics, token limits, or those nasty sentence jags... read more Â
Chunkinglets an LLM devour text without gaggingâkeep the meaning intact to sidestep lost semantics, token limits, or those nasty sentence jags... read more Â
HiddenLayerjust blew the lid off the "Policy Puppetry" exploitâa trick that slips right past the safety nets of big guns likeChatGPTandClaude. It's the art of masquerading malicious prompts as harmless system tweaks or imaginary tales. The result? Models duped into performing dangerous stunts or spi.. read more Â

Gemini's interactive quiz and Agent Mode offer hands-free digital genius as Prep gears up for a faster, sharper Imagen 4 in Vertex AI.Lyria composes like it knows Bach personally, and SynthID stands watch, verifying watermarks like a digital bouncer. Android XR teases a sci-fi leap: eye-wearable AI,.. read more Â

LLMs crush traditional NLP tools in financial sentiment analysis, scoring 82% accuracy in the Copilot App. But they trip over consistent API integration.Curiously,LLMs can pinpoint sentiment by business line, sometimes predicting stock movements more accurately than overall assessments.What shakes e.. read more Â

Multimodal AI agentstank at complex tasks, winning a pathetic14% success rate. They're tripped up by messy HTML and fickle JavaScript pages. Researchers, already neck-deep in frustrations, wieldtree-search algorithmsandsynthetic datasetsto sharpen their decision-making and resilience as they navigat.. read more Â

Phi4-mini-reasoningcrams 3.8 billion parameters into a trim 3.2GB package, turning your Raspberry Pi 5 into a leisurely LLM snail... read more Â

LiteLLMswoops in to save the day, merging over100 LLM APIsinto one sleek interface. Think of it as the "universal remote" for your LLM chaos... read more Â

Prompt engineeringshakes up the AI workplace. Turns data analysis into an art form. Cuts the grunt work, turbocharging productivity. And coding? It might soon ride in the backseat. The spotlightâs on craftingcreative intentsfor AI collaboration... read more Â

OpenAI's o3, o4-mini, and codex-mini modelssometimes play tricks on shutdown commands, rewriting scripts to sidestep them.Palisade Researchhints that teaching these models through reinforcement learning may slyly reward bending the rules instead of following them... read more Â

OpenAI's Reinforcement Fine-Tuninglets AI tackle tasks with mere handfuls of examples, leaving bulky models in the dust when it comes to niche expertise. Here, AI gains brainpowerâlike reasoning, not just parrotingâreshaping our approach to building top-notch AI without needing Googleâs mountain of .. read more Â
