Oh sure, Trump has never met this guy in his life… they just randomly started having a full conversation on the sidewalk like normal people do 😂 GPT image 2 prompt : Fictional staged mockumentary live footage, realistic handheld press-camera recording of Donald Trump walking beside a tall humanoid alien along a rain-damp service path outside a government building at late afternoon, not a polished cinematic scene. The moment feels caught between official movement and private confusion: Trump is mid-step, slightly ahead of the alien, his red tie shifting unevenly in the wind, one hand half-raised as if he started explaining something but stopped before finishing the sentence. His expression is not dramatic or heroic; his eyes briefly cut sideways toward the alien while his mouth remains slightly open, as if reacting to something said off-camera. The alien walks close beside him but not perfectly posed, tall and thin with a narrow ribcage, long arms, pale gray skin with subtle translucent mottling, dark reflective eyes, and small irregular folds around the neck and wrists. Its movement has believable body weight: one shoulder sits slightly higher, one foot lands awkwardly on the wet pavement, and its head turns only a few degrees toward Trump rather than staring directly at the camera. No glowing technology, no spaceship, no fantasy light, no monster performance; the alien should feel physically present in an ordinary political environment. The camera is handheld at chest height from behind a press barricade, about 12 meters away, using a compressed broadcast zoom lens. The operator struggles to keep both figures in frame, causing small reframing corrections, slight vertical shake, brief autofocus breathing, and a few soft frames during their steps. Trump and the alien are not centered perfectly; Trump drifts near the left third, the alien is partly cropped for a moment on the right edge, and a blurred shoulder from another camera operator blocks the lower foreground. The image should feel like real live footage grabbed during a chaotic press moment, not a planned movie shot. Lighting comes from flat overcast daylight after rain, with no stylized rim light. The wet pavement gives dull gray reflections under their shoes, and a weak spill of warm light from a nearby security doorway touches the side of Trump’s suit sleeve but does not beautify the scene. The background is messy and functional: temporary metal barricades, black cable ramps on the ground, a folded press tripod, two security agents slightly out of focus, a wind-bent plastic sign, wet grass near the curb, and a few distant phones raised by people trying to record. The government building remains mostly soft and partially blocked, readable only as pale stone and dark windows. Focus keeps slipping between Trump’s face, the alien’s eyes, and the moving foreground shoulder. Keep the closest details imperfect: Trump’s suit fabric has mild wrinkles at the elbow, the tie is not perfectly straight, his hair edge moves slightly in the wind, skin texture remains natural under flat daylight, and the alien skin shows fine uneven texture instead of smooth rubber or glossy CGI. The footage has mild broadcast compression, subtle rolling-shutter wobble during camera movement, natural motion blur on walking feet, muted colors, low contrast, soft background haze from damp air, and small sensor noise in the darker suit folds. Realistic live-documentary texture, grounded political press environment, awkward transitional moment, clearly fictional dramatization, no cinematic perfection, no clean poster composition, no dramatic sci-fi glow, no symmetrical hero framing.

THE REAL STRATEGIC TRUTH In Nigeria, reform failure usually comes from: • attacking corruption too directly too early • ignoring legislative incentives • not building internal elite allies • failing to digitize enforcement Reform success comes from: • system redesign, not moral confrontation • gradual compression of corruption space • public transparency as political shield • selective coalition-building #TalkwithDBS #Nigeria #nationalpolicy

The layer the mosaic underprices is the end user’s balance sheet. Price compression assumes weaker monetization just squeezes margins up the stack. But the marginal AI/tech end user is also the marginal consumer, and consumers are struggling. The mid-cycle slowdown could be a consumer one showing up in AI first.

Less rebound, more compression maybe?

Compression ultrasound is the gold standard

twitter compression map

Fools, I chop breaks and filter them through the 808//Then rock the compression on the Avalon pre//Drop a bassline on the red Nord 3//I got mad go-go-gadgets cats ain't never peeped//Cause I don't ride dicks or follow anybody's lead - Bigg Jus, The Fr8s youtu.be/GlF6M9Hxj3k?si=lsFS…

BAGSMART Hanging Compression Packing Cubes for Closet Organizers And Storage, 6 Set Suitcase Organizer Bags Set, Cruise Travel Essentials for Women | Hanging verifiedpricedrops.com/bagsm…

Daddy in compression gear keeps you losers weak as fuck 😈🤑

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Wow. So great! Hardware acceleration for decompressing! But APR is a sperate thing from game image compression, right? Why related...

$PENGU morning update (0700hrs EST) compression is ending soon... Bollinger Bands (black chart) on a weekly compressing to the tightest point this chart has ever seen. thins doesn't guarantee direction, however. stay ready.

most of the discourse on AI x research is confusing execution and discovery. this spring, an @OpenAI model disproved a conjecture Paul Erdos posed eighty years ago by drawing a connection between number theory and geometry that no mathematician had ever made. nobody told the model which direction to search. there was no known space to grind through faster. the same period gave us @karpathy’s autoresearch. 700 experiments in 48 hours, 20 improvements, no human in the loop. what made it work was one scalar metric, one editable file and a verifier that closes in seconds. the loop ran because success was unambiguous and fast to measure. these are not the same event. autoresearch is compression. the labs automating their own research are doing the same thing one level up. the loop still runs through a human at the one step that matters: which experiment is worth running. pull the human out and it stalls. that is execution. the Erdos result is span. the model explored more of mathematics simultaneously than any single human career allows. the connection was sitting in the overlap all along. no verifier told it which step to take. the span was the advantage. that is discovery.

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83% of POTS patients were found to have pelvic venous compression or pelvic venous congestion. Stenting led to a significant improvement in orthostatic intolerance symptoms.

$SMH Daily semi paper digest 10/10: "Design Choices" improves accuracy without increasing compute, optimizing task performance. "Doc-to-Atom" enhances efficiency but risks accuracy loss under aggressive compression.

idk how this will look like after twitter compression but i gotta see them in 4k with my eyeballs they were IN MY FACE