The BellingBird

Our reason makes us see beyond life and time; our passion and sentiments blinds us again and again.

Has anyone ever actually clicked a Gmail sponsored ads usually message.. been using it for years not once have I clicked even by mistake.

@levantolabs I'll be checking out the preview, if this works as advertised, you're solving the exact headache that keeps me from trusting most agents with real work.

Meet the first AI to say ''I don't know''. We think agent mass adoption is blocked by three things: 1) weak security, 2) unreliability, and 3) how hard agents are to set up. Our first product, Sage, is focused on reliability. It's a "decision model" - a safer, faster, and cheaper way for machines to choose, act, and escalate to a human when confidence is low. You give it content (up to 32K tokens) and a list of questions (Sort, Yes/No, Choice, Tags, Scale), and Sage answers in 200ms - 9x faster than a traditional LLM - always with a confidence score attached. So yes… it's humble enough to say "I don't know." You can also turn on "grounding" to automatically run a web search and enrich the context. Under the hood: we took an open-weights LLM and fused on a classifier through post-training. It's great for agentic workflows, agentic guardrails, data pipelines, content moderation, operations, and risk & fraud. Why does this matter? Today's LLMs are great for chatbots, research, and creativity - but automation needs something much faster, with structured outputs, that isn't overconfident and is ready to admit when the signal is too weak. Sage preview is live. Excited to see your feedback. Levanto Labs is out of stealth today, founded by @marco_derossi and @bigironchris. We are hiring, reach out! Check the links in the post below 😊

rt didn't know mark has an x account.

@xiaofen88377379 Aus

🎁 $20 Digital Gift Card | Australia | Students 12–18 Australian students aged 12–18 can now earn a $20 digital gift card for sharing their experiences with bullying and school life. ⏱️ Around 15 minutes ✅ Anonymous responses ⚡ Limited gift cards available — first come, first served. If you're eligible, don't wait until the rewards run out. 💬 Reply "AUS" for the survey link. More paid surveys in my bio.

A Japanese AI lab SakanaAI, just built a model matching Fable and Mythos. their model, Fugu Ultra, scores: 54.2 on SWE-Pro, 95.1 on GPQA-D, 93.2 on LiveCodeBench v6. beats Opus, Gemini 3.1, and GPT 5.4 across all. and offers zero export control risk. sakana.ai/fugu

I thought you knew.

The B-52 is in ashes. All Crew is dead. Holy shit Condolences to their families. x.com/i/status/20666…

Google just made its Earth flight simulator free for everyone in a browser no downloads, accounts, or fees. It used to be a hidden Easter egg on the desktop version. Now just 1. Open Google Earth in a browser 2. Click "Explore Earth" 3. Go to "Tools" → "Flight Simulator"

DeepSeek launches V4 Pro with 1.6T parameters and 1M-token context window.. the release comes more than a year after DeepSeek's R1 model.. similar to their V3 model the latest upgrade is open source so developers can download the code, run it locally. deepseek.com

Apple、50周年おめでとうございます！ 1976年のガレージから始まり、3.5兆ドル規模の企業へと成長したAppleは、まさに世界を変えました。 今日は、革新、デザイン、そして常識にとらわれない思考を50年間続けてきた記念すべき日です。 #Apple50

Security researcher Chaofan Shou discovered that Claude Code had its entire source code exposed through a source-map file.

What’s an AI tool you think doesn’t get enough credit right now?

The stakes couldn't be higher. The question looming over Cupertino is whether Apple's long-held commitment to privacy will finally prove to be the strategic advantage that sets it apart in the AI race or liability.

After five decades defined by hardware breakthroughs from the Mac to the iPhone to the Apple Silicon the company is now placing its biggest bet yet on software and artificial intelligence.

Apple is celebrating its 50th anniversary facing one of the biggest move in its history Siri is being rebuilt from the ground up, powered by Google's Gemini, secured by Apple's Private Cloud Compute. Decades of hardware mastery, now staked on software. apple.com

Baked a moon cake. Happy Mid-Autumn Festival to all celebrating.

@DataChaz @MusicArenaAI I've tried the top 3 and I give it suno 4.5+ only that it needs to work on having consistency in using say one or two voice.

Which AI music model is best? Not something metrics or leaderboards alone can decide. @MusicArenaAI relies on blind comparisons + listener votes for clear, unbiased results 🔥 And they just dropped 3 new scoring dimensions: Lyric Language, Vocal Quality & Instrumental 🧵 ↓