landing page

Author: ahhyoushh

landing/index.html

@@ -688,10 +688,8 @@ <h1>🗂️ FileSense</h1>
       <strong style="color: var(--warning); display: block; margin-bottom: 8px;">⚠️ Strategic Shift: From API to
         SFT</strong>
       <p style="margin: 0; font-size: 0.9rem; color: var(--text);">
-        Google Gemini's aggressive rate limits (forcing >60s waits per call) have made real-time API dependency
-        unsustainable.
-        I am now shifting focus to <strong>Supervised Fine-Tuning (SFT)</strong> a local model to handle categorization
-        completely offline, eliminating rate limits and latency forever.
+        Google Gemini's increased rate limits :( Even switching to an RL agent does not benifit much. Now shifting on SFT <strong>unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit.</strong>
+
       </p>
     </div>