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Asa

@asa.engineer
2.1K followers 666 following 3.3K posts

🔹💠🔹 software engineer applied artificial intelligence nature and atmospheric images greengale.app/asa.engineer

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Asa @asa.engineer · 11h
AI psychosis isn't a real issue and nobody's giving out gold stars for signalling one's non-affliction. I think if you fall for this you would easily fall for some other paranoia about autistics, like that magic the gathering is satanic or some shit, in a slightly different timeline
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Asa @asa.engineer · 12h
🍂
A sunlit hillside scene in early autumn. In the foreground, a straight concrete drainage chute or spillway descends a slope of golden dry grass dotted with silvery sagebrush bushes and clusters of yellow wildflowers, ending at the edge of an asphalt road at the bottom of the frame. Beyond the slope, a large foothill rises, covered in a mix of green shrubs and trees displaying fall colors of orange, rust, and yellow, with exposed rocky outcroppings near its crest. A tall monopole cell tower with white panel antennas stands mid-slope among the colorful trees, and a utility power pole with transmission lines is visible on a ridge at the upper left. A single leafy green tree stands at the right edge. The sky above is cloudless and deep blue.
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Asa @asa.engineer · 20h
Anticipation is building for the most important AI release of the year, Qwen 4. Qwen Sparse Attention will bring fast inference at long contexts to a 27B model, with capabilities expected to be in the AGI tier. Rumored early October model weights release
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Asa @asa.engineer · 29/09/2026
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Asa @asa.engineer · 29/09/2026
🫘
Chicago's Millenium Park featuring the 'Bean', lush green trees, and Jay Pritzker Pavilion sit in the foreground of this square shot, taken from an elevated perspective to the southwest of the bean, with towering buildings filling the upper two-thirds and extending out of frame.
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Asa @asa.engineer · 28/09/2026
The image presents a desolate, barren expanse dominated by a single tall, tapering spire that rises from the center of the frame toward a pale, hazy sky. The spire narrows to a sharp point at its apex, from which a very thin, needle-like antenna or spike extends vertically, and its left face is covered in a dense, web-like lattice texture illuminated with magenta and green highlights along its edges. In the lower-left foreground stands a blocky, rectangular structure whose facade is marked by a regular grid of small window-like panels, its surfaces rendered in dull gray with fringes of purple and cyan. To the right, several lower, chunky buildings and rubble-like forms are scattered across the flat ground, their edges tinged with the same pinkish-magenta luminescence. The background dissolves into a flat, featureless horizon with only faint, indistinct shapes suggesting distant terrain or structures beneath a uniform, washed-out sky. Lighting is flat and diffuse with no discernible single source, casting a cool, desaturated gray-green color temperature over the entire scene and producing only soft, minimal shadows. The photograph is heavily degraded by digital distortion, with wavy, rainbow-colored artifacts of magenta, green, and cyan rippling along the left and right borders and bleeding into the structures. The camera sits at roughly eye level at a medium distance, framing the composition symmetrically so that the central spire serves as the clear focal point. No people, animals, or moving subjects are visible anywhere in the scene, reinforcing the empty, abandoned atmosphere. The overall framing emphasizes verticality, drawing the eye from the low blocky ruins in the foreground up along the long, glowing shaft of the tower to its needle tip against the pale sky.A young woman with short, dark blue bob-cut hair stands at the center of the frame, facing the viewer in a relaxed upright pose with her arms hanging loosely at her sides. Her expression is calm and neutral, with a pale complexion. She wears a cropped, light-colored top paired with dark shorts, and her upper arms and shoulders appear fitted with segmented mechanical or armored pieces accented by small blue glowing elements. Encircling her is a large, swirling oval ring or portal-like structure with a glossy, iridescent surface that catches streaks of color and curves around her body like a frame. Behind her, the background reveals a desolate, ruin-like environment of broken concrete structures and overgrown greenery under a pale, hazy sky. The entire image is overlaid with a heavy digital glitch effect, producing vertical bands of shifted magenta, green, and cyan pixels that fragment the edges and texture. Lighting is soft and diffuse, consistent with an overcast day, casting gentle shadows and giving the scene a cool, muted color temperature. The camera sits at eye level in a medium-full shot, using the luminous ring to create a strong central focal emphasis that isolates the figure against the decayed backdrop.A dark, boxy armored vehicle dominates the center-left of the frame, angled slightly toward the viewer with its front and left side visible. The vehicle has a flat, angular hull with two large windshields glowing a bright greenish hue, several vertical antennas rising from its roof, and a small cabin or turret structure on top. Its wheels are dark and rugged, resting on uneven, rocky ground scattered with stones and debris. To the right, a massive overhanging formation—resembling a concrete or stone overhang with a vivid magenta-pink underside—stretches across the upper-right portion of the scene, partially framing the space. The background is hazy and indistinct, filled with faint silhouettes of rocky outcrops and a pale, overcast sky that suggests a foggy or smog-filled atmosphere. The overall lighting is dim and diffuse, with a cool, desaturated color palette accented by unnatural magenta and green tints. The entire image is heavily affected by digital distortion, with wavy, melted edges and color-fringing artifacts creeping in from all four borders, giving the frame a glitched, corrupted appearance. The camera sits at roughly eye-level to slightly low angle at a medium distance, placing the vehicle as the clear focal point while the overhang on the right balances the composition. No people are visible in the scene.
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Asa @asa.engineer · 27/09/2026
no disrespect to my professors, but I think my formal education constitutes <1% of the total 'world knowledge' that exists in my head. it's baffling how much significance people assign to the content of those curricula from when they were 18 years old
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Asa @asa.engineer · 25/09/2026
Chicago public transportation is amazing. I love riding the L
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Asa @asa.engineer · 25/09/2026
they should have an art museum with time set aside exclusively for steady-handed and careful people, so you can bring beverages past the cafe area. imagine looking at the exhibits while sipping an iced americano
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Asa @asa.engineer · 23/09/2026
riding a 737 I got to see this rippled altocumulus layer:

A view from an airplane window looking out over a vast layer of white, rippled clouds that form parallel rows, resembling a textured ocean. Above the clouds, the sky is a clear, deep blue fading to a lighter haze at the horizon. In the foreground on the right, the white wing of the aircraft is visible, featuring visible rivets, panel lines, and a blue winglet at the tip. The dark frame of the airplane window borders the left side of the image.
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Sung Kim @sungkim.bsky.social · 22/09/2026
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Asa @asa.engineer · 21/09/2026
working on my v1 cloud simulator 😶‍🌫️
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Asa @asa.engineer · 20/09/2026
also, I think this 12GB Q3_S is the best low-bit quant if you're looking to shave a few GB off of Qwen3.8:
huggingface.co
ISTA-DASLab/Qwen3.8-27B-GSQ-RCO-GGUF · Hugging Face
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
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Asa @asa.engineer · 20/09/2026
we have Jev at home; the Jev at home: Qwen3-reranker
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Asa @asa.engineer · 20/09/2026
there's a Fujifilm camera that can simulate other, older Fujifilm camera technologies in software. very cool — I suggest other manufacturers do this as well. iPhone 18 with an iPhone 5 mode in the camera app
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kota @maristela.org · 20/09/2026
i 🤍 imposing structures
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Asa @asa.engineer · 19/09/2026
Many people are afraid of imposing structures that they don't know anything about. Cell towers, data centers, power plants, etc. One solution that I'm thinking about is to put an informative plaque at the entrance or the base of such constructs, that says what it does and how it works.
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Asa @asa.engineer · 19/09/2026
I now realize that no single gpu can pull it off. you can't do physically based rendering of a cloud. personal computing has a long, long way to go
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Asa @asa.engineer · 19/09/2026
I think the bonsai ternary models are cool but it's worth noting that their '98% benchmark performance' claims are heavily cherry-picked. empirically it is not anywhere close to 98% as good overall as ≥4-bit Qwen 3.8 27B.
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Asa @asa.engineer · 19/09/2026
need a drone with the ceiling removed; sadly mine is unhackable… hmm
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Asa @asa.engineer · 18/09/2026
California sounds crazy... anyway, I stand with Chinese Open-Source Developers against Anthropic, safetyism, Elon Musk, et al.
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Asa @asa.engineer · 18/09/2026
clouds are really difficult to simulate... you'd think some video game would have implemented clouds really well, but it's never been done
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Asa @asa.engineer · 18/09/2026
it turned to be a blended model, 'pareto' by unbiased dot ai. from the day I spent coding with it: it seems fine, not quite as strong as Deepseek V4.1 Flash ime, compared to which it's unfortunately way too expensive to be worth consideration.
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Asa @asa.engineer · 17/09/2026
I'm voting for my mutuals who have little to no votes. lmk if you want one
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Asa @asa.engineer · 17/09/2026
Union Alpha: this is probably GPT-6 Sol right? it has a very GPT vibe.
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🌱️ @crumb.bsky.social · 16/09/2026
Xiaomi are streaming their latest RL run live! (peep the cost raising by many dollars per second) mimo.xiaomi.com/rl/
Screenshot of a reinforcement learning training monitor for Xiaomi's MiMo models. Two runs are in progress: mimo-v2.6-pro at step 10 (cost $704,895) and mimo-v2.6-flash at step 15 (cost $303,769). A notification bar lists node restarts and result updates, and the main panel shows a benchmark comparison line chart alongside multiple training metric graphs.
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Thorne 🌸 @ens0.me · 16/09/2026
beauty will save the world
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Asa @asa.engineer · 16/09/2026
beach day 🏖️
A wide landscape shows a shallow, calm body of water dotted with numerous rounded gray rocks or salt-encrusted formations. In the distance, a low, rugged mountain range rises from the flat horizon beneath a pale, partly cloudy sky. Warm, low-angle sunlight illuminates the rocks and mountains.
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Asa @asa.engineer · 15/09/2026
have you ever looked at a cracked CD case with polarized sunglasses on? relive the experience with my strained glass simulator: asa.engineer/strain/
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Asa @asa.engineer · 13/09/2026
new on my website: Bubble simulator - wave interference: light bouncing off the front and back of a thin film interferes with itself 🫧 - 6 to 635nm film - choose from several boradband and narrowband light sources - look through a polarizer - settled and draining states asa.engineer/bubble/
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Asa @asa.engineer · 13/09/2026
thank you president Xi 🇨🇳🇨🇳🇨🇳🫡🫡🫡 the future is open-source
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Asa @asa.engineer · 13/09/2026
despite advancements in recent years, monitors and cameras are still not very good. I hope for a monitor where you can display a wide angle video that shows the sun, and the blindingly bright sun really lights up the room with strong directional light, and can also display a convincing purple flower
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Asa @asa.engineer · 10/09/2026
single-shot compaction that takes place at the end of the context window is a horrible idea. agents need a robust memory system and it needs to update frequently and early, and compaction needs to leave a substantial chunk of the previous context intact
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Asa @asa.engineer · 10/09/2026
🌑 gn
The image presents a dim, heavily green-tinted outdoor scene captured at what appears to be dusk or in low ambient light, with a flat, featureless grayish-green sky filling the upper two-thirds of the frame and a small, faint green disc hovering near the center, possibly the moon or a lens artifact. In the lower-middle ground stands a small, boxy structure resembling a shed or kiosk, its front face glowing with a soft pinkish-white light emanating from a window or doorway, and a curved, ribbed roofline extends to the left of it. To the right of the structure, a circular satellite dish is mounted on a slender vertical pole, tilted upward toward the sky, while a second rounded, dome-like object sits lower on the far right. A chain-link fence runs horizontally across the foreground, partially obscuring the base of the building and the dish, and tufts of grass are visible along the bottom edge. Behind these elements, a dark, silhouetted tree line or low hill stretches across the horizon, topped by several utility poles with sagging wires and a taller communications tower bearing clustered antennas near the center-right. The lighting is uniformly soft and diffuse with no discernible direction or hard shadows, dominated by a monochromatic green color cast that mutes all other tones. The camera is positioned at roughly eye level at a medium distance, framing the small lit structure as the focal point in the lower third while leaving the vast, empty sky as the dominant compositional element.
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Asa @asa.engineer · 09/09/2026
Deepseek V4.1 Flash tomorrow 👀

Dear DeepSeek API user,
DeepSeek plans to officially release the V4.1 Flash model around September 10, 2026 (Beijing Time). After extensive internal and external testing, V4.1 Flash has comprehensively surpassed V4 Pro across all key metrics, including performance, cost, speed, and task completion time. In keeping with our commitment to user responsibility, following the official launch of V4.1 Flash and prior to the release of V4.1 Pro, all requests to the Pro model will be routed to V4.1 Flash and billed at Flash's price as below. The new pricing will take effect at 4:00 UTC, September 10, 2026.
Item	Off-peak price	Peak-hour price
1M input tokens (cache hit)	$0.003	$0.006
1M input tokens (cache miss)	$0.15	$0.3
1M output tokens	$0.6	$1.2
Peak hours (in UTC): 1:00–4:00 AM and 6:00–10:00 AM, Monday to Friday. (All other hours are off-peak)
If you continue to use our services after the billing adjustment, you will be deemed to have accepted the adjusted billing terms. If you do not agree, you may choose to cancel your service and apply for a refund. Should you have any questions or require further information, please do not hesitate to contact us.
Thank you for your support and understanding!
DeepSeek Team
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Asa @asa.engineer · 09/09/2026
I need a self-driving car whose mind you can download from huggingface and tinker with the harness... sadly it will be banned in the united states
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Asa @asa.engineer · 09/09/2026
they've got Qwen 3.5 4B driving cars huggingface.co/Qwen/Qwen-Dr...
huggingface.co
Qwen/Qwen-Drive-1.0-4B · Hugging Face
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
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Asa @asa.engineer · 09/09/2026
sweet 🤠 here's my Qwen 3.8 Flash's 'build whatever you want' cutaway space station anoma.ly/labs/fiend/s...
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Asa @asa.engineer · 09/09/2026
alright, let's start with a singularity takeoff dry run. then if all goes well we'll kick of the real one next week
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Asa @asa.engineer · 08/09/2026
I've successfully 'updated all the way' and am no longer surprised by advancements in AGI or the singularity/ASI.
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Asa @asa.engineer · 08/09/2026
who's got a favorite implementation of a harness-agnostic local message board for your multiple agents on your computer? I'm sure they can figure it out themselves, but if you want to just set it up a nice version of it that's ready to go? and how do you make it easily discoverable?
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Asa @asa.engineer · 07/09/2026
rip Jean Baudrillard, he would have loved the flag-shaped banners that depict an image of a rumpled and distressed American flag
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Asa @asa.engineer · 06/09/2026
new Christian denomination that's really pragmatic and puts 5G sector antennas on top of their churches instead of a steeple or cross
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Robert Simmon @rsimmon.bsky.social · 06/09/2026
Anak Krakatau’s (Krakatoa) eruption plume rose above a sea of ash yesterday, captured by Sentinel-2. Data & image from browser.dataspace.copernicus.eu 10 meters per pixel, rotated 13˚ counter-clockwise. #volcano #eruption 🌋🛰️
A roiling white eruption plume rises above a brown background of low-altitude ash and stream left (west) in a satellite image collected on September 5, 2026.
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Asa @asa.engineer · 06/09/2026
can someone who has a GPT 6 Astra subscription oneshot all fixes needed to bring Asahi Linux to all recent (M4/M5) Macs, and fix all displayport, sleep, power state issues and get hdr display working as well? TYIA 🙏
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Asa @asa.engineer · 04/09/2026
there are two approaches to circular context: true sliding window (buggy, never implemented for vision models) and circular as in circular breathing (little hacks to make it seem that way).
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Asa @asa.engineer · 04/09/2026
sleep hygiene tip: drink a coffee right before bed so it'll be in your system and ready to go when you wake up
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Asa @asa.engineer · 04/09/2026
flying the gadsden flag but as a snake habitat conservationist, learning the other meaning long after
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Asa @asa.engineer · 03/09/2026
I've been syncing up the various activity indicators in Porrima
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Asa @asa.engineer · 03/09/2026
just a few hours into the AGI era; it's taking over cities
A tall, light-colored office building rises vertically through the frame, its facade organized into a grid of large rectangular windows that alternate between dark glass reflecting the night sky and panels glowing with warm interior light. At street level, a projecting entrance canopy with horizontal wooden slats is illuminated from below by small recessed spotlights, and the words "ASTRA TOWER" appear in glowing lettering on its dark fascia. Two massive cylindrical columns clad in pale panels flank the glass entryway, whose double doors and surrounding glazing reveal a dimly lit lobby interior. Several tapered planters hold conical evergreen topiaries positioned along the storefront windows, which reflect blue and pink hues from nearby signage. The foreground consists of a broad paved plaza of light stone tiles, where a pair of inverted-U metal bike racks and a small dark cage-like enclosure sit near the curb. To the right, a second high-rise building recedes into the distance, its grid of windows dotted with scattered warm lights against the dark backdrop. The camera is positioned at a low, slightly tilted angle looking upward from a medium distance, emphasizing the height of the structure and placing the entrance near the lower center of the composition.
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