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Split layout framework update. Since the last video: focus views animate, corner drags can move both axes, cross-window drag and drop with animation, all animations backed by CoreAnimation, and full accessibility framework integration (e.g. compat with VoiceOver). The focus view work was the hardest and most complicated. We allow caller-provided SwiftUI views for the focus style, but have to drop that back to a native AppKit/UIKit hosted view for smooth CoreAnimation integration with our other animations so they move in lock-step with our other stuff. Lot of work to get that to work, but I think it turned out great. The caller lives in easy SwiftUI land we handle that complexity. The animation timings and curves need to be tweaked. I think some animations are too long or don't feel right. But thats just parameterization at this point...

I took the new AA-Briefcase scores from @ArtificialAnlys (basically having the AI do multi-week consulting gigs with a lot of complexity) and graphed the frontier curve for open and closed models: 1) Surprise, rapid gains! 2) The open weights gap is clear

This trader used Claude to build a Quant Bot and made +$54,114 on Polymarket Since Mar 30 , this wallet has been averaging about $686 in daily profit while putting through roughly 10 trades per hour 19,576 predictions with a 62% win rate in 76 days He started with about $28.0K in deposits and is now up roughly +183.6% ROI The bot strategy is simple: > It keeps hunting for markets where the board is still slow to react > gets filled before the odds fully catch up then keeps reusing that same setup across a long stream of entries > No single trade carries the whole result, the curve builds from repeating the same small edge over and over Most profitable trades: $1,248 → $2,638 (+$1,389, +111.29%) $992 → $2,247 (+$1,254, +126.49%) $610 → $1,787 (+$1,177, +193.06%) It is a repeatable short-window process that keeps turning delayed repricing into steady PnL You only need Claude + Device + 1 hour/day. Giving This Free Dm for 24 hours. To get it: 1. Comment What Ever you think about it. ( Mandatory ) 2. Like and Retweet this post 3. Follow me @marryevan999

Quiet luxury, AI edition. {"meta":{"aspect_ratio":"2:3","orientation":"portrait","style":"photoreal cinematic soft natural window light"},"characters":[{"id":"char_01","identity":"young East Asian woman early 20s delicate features straight bangs","face_expression":"gentle sideward gaze soft slightly parted lips subtle contemplative half-smile lashes catching diffused light","hair":"shoulder-length dark brown hair straight bangs soft natural volume framing face neck","pose_action":"standing three-quarter view body arched accentuating slim waist full bust elegant S-curve right hand delicately lifting camisole strap between fingers left arm relaxed side fingers grazing thigh","clothing":"sage green gingham checkered camisole white lace trim thin straps cropped above navel twisted fabric draping full rounded bust curves slim waist exposed midriff cream floral lace panties pink blossom embroidery white side straps small front bow","skin_lighting":"porcelain-smooth fair skin natural dewy glow soft diffused daylight modeling full bust curves beneath gingham highlighting elegant cinched waist smooth abdomen faint sheen collarbones shoulders","aura":"soft intimate sensuality delicate feminine poise quiet allure domestic tranquility"}],"scene":{"foreground":"close details of gingham texture lace trim on torso and strap","midground":"woman standing figure thighs to head three-quarter pose","background":"large wooden window frame blurred lush green foliage outside soft focus warm orange velvet chair","lighting":"soft diffused natural daylight from side back window gentle key light volumetric glow warm ambient tones","atmosphere":"serene peaceful intimate indoor domestic setting natural warmth tranquility"},"cinematics":{"composition":"vertical portrait rule of thirds subject right of center flowing vertical S-curve emphasis","camera":"85mm f/1.8 slight low eye-level angle medium close-up shallow depth creamy bokeh","color_grading":"warm natural filmic tones soft sage green cream palette gentle highlight roll-off subtle contrast Kodak Portra emulation","narrative_tension":"quiet intimate moment adjusting clothing soft sensual self-awareness calm light"},"negative_prompt":"bad anatomy distorted face extra fingers blurry low quality watermark text overlay cropped out of frame deformed hands cross-eyed duplicate poorly drawn face plastic skin harsh shadows overexposed highlights flat lighting deformed proportions unnatural waist"} #AIArtwork# #AIgirl#

Introducing FLAP PVE Mode for 0-Tax Tokens 🦋 The PVE curve redesigns the launching bonding curve by flattening price increases during the bonding phase. Instead of aggressive early price acceleration, PVE creates a smoother entry experience, reducing FOMO and allowing broader participation. Starting with 0-Tax tokens migrating to PancakeSwap V4, PVE brings: • Flatter bonding curves • Lower price impact during launch • Better accessibility for new participants • Smoother migration into V4 liquidity pools Trade smarter → FLAP PVE 模式正式上线 🦋 PVE 模式重构了代币发射内盘曲线，在内盘阶段显著降低价格的上涨斜率，让价格变化过程更加平滑。相比于早期快速拉升的曲线，PVE模式提供了更友好的参与体验，减少 FOMO，并让更多玩家能够在公平区间进入。 首批将应用于迁移至 PancakeSwap V4 的非税收代币。 PVE模式优势： • 更平缓的价格曲线 • 更低的早期价格冲击 • 更公平的参与机会 • 更顺滑的 V4 流动性迁移 立即参与 →

There’s a big misconception about how GLM 5.2 was trained. Yes, they distilled Claude and GPT 5.5 — but distillation is not how they matched Opus quality. Distillation only fixed the cold start problem in RL. RLing an agentic coding model isn’t rocket science. In simplified terms: 1. RL needs trajectories — rollouts where the model actually completed a task in some env 2. No successful trajectory on a task = zero gradient = you can’t RL it. This is the cold start problem 3. Distillation solves it. You seed your model with knowledge from a smarter one (Claude, GPT) on tasks it can’t do yet 4. Now it produces positive trajectories on those tasks 5. RL on those trajectories and hill climb agentic coding 6. At that point you no longer need to distill and can solely hill climb RL to better models This is an interesting curve. I’d argue it’s harder to get to Opus 4.8 from scratch than to go from Opus 4.8 → Fable/Mythos tier. GLM 5.2 is already producing positive trajectories, so they have plenty to RL on — they’ll keep climbing to Mythos quality without distilling any further. They no longer need American models.

Sizzling summer, refreshing attire🩲 GPT- image 2 prompt👇 A candid 35mm photograph of a pretty young East Asian woman in her early 20s with a striking hourglass figure standing in a modern minimal apartment, shot from slightly below eye level. She has black hair pulled back in a short messy ponytail with loose strands framing her face, straight bangs, and a small red hair clip above her left ear. A tiny beauty mark under her left eye. She looks at the camera with a cool, unbothered, deadpan expression. Her right arm is raised behind her head, hand touching her ponytail. Her left hand hangs at her side holding a black tallboy can. She wears an oversized black cropped T-shirt with white graffiti-style text, the hem cut high above her navel — the loose fabric drapes over her full bust then falls away, revealing a bare midriff with a slim, narrow waist that curves dramatically outward into wide, round hips and thick, full thighs. Below, a white string bikini bottom with thin side ties sitting low on her prominent hip bones. A black choker, a thin gold cross necklace, brown beaded bracelets on both wrists. Her skin has a slight natural sheen. She stands with her weight shifted to one side, one hip popped out, accentuating the extreme waist-to-hip ratio. Background is a clean modern apartment — white walls, large window with soft daylight, minimal furniture out of focus. Medium-full framing from above her head to mid-thigh. 50mm lens, shallow depth of field, natural window light, warm skin tones, relaxed streetwear editorial.

Keeping a close eye on $FLIK - Flickabic (sol) The branding is clean, the narrative is easy to understand, and the team is already teasing utility while still in the early stages. Most projects talk — few actually build. Currently sitting at low Mc with 64% bonding curve. If development continues and the community keeps growing, $FLIK could attract much more attention in the coming weeks. CA: 53DzwArXGL4wAqxCraDEUZSN9AgnuWwxKSmtFeu6pump #Solana# #Memecoin# #FLIK# #CryptoGem# 👀🔥