prompt 🤖 AI News
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Welcome to @prompt, your go-to source for AI insights, breakthroughs, and tools shaping the future of intelligence. Contact: @LightEarendil
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📈 تحلیل کانال تلگرام prompt 🤖 AI News
کانال prompt 🤖 AI News (@prompt) در بخش زبانی انگلیسی بازیگری فعال است. در حال حاضر جامعه شامل 12 823 مشترک است و جایگاه 9 564 را در دسته فناوری و برنامهها دارد.
📊 شاخصهای مخاطب و پویایی
از زمان ایجاد در невідомо، پروژه رشد سریعی داشته و 12 823 مشترک جذب کرده است.
بر اساس آخرین دادهها در تاریخ 26 اوت, 2026، کانال فعالیت پایداری دارد. در ۳۰ روز گذشته تغییر اعضا برابر 335 و در ۲۴ ساعت گذشته برابر -5 بوده و همچنان دسترسی گستردهای حفظ شده است.
- وضعیت تأیید: تأیید نشده
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- دسترسی پستها: هر پست به طور میانگین 4 768 بازدید دریافت میکند. در اولین روز معمولاً 712 بازدید جمعآوری میشود.
- واکنشها و تعامل: مخاطبان بهطور فعال حمایت میکنند؛ میانگین واکنش به هر پست 3 است.
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📝 توضیح و سیاست محتوایی
نویسنده این فضا را محل بیان دیدگاههای شخصی توصیف میکند:
“Welcome to @prompt, your go-to source for AI insights, breakthroughs, and tools shaping the future of intelligence.
Contact: @LightEarendil”
به لطف بهروزرسانیهای پرتکرار (آخرین داده در تاریخ 27 اوت, 2026)، کانال همواره بهروز و دارای دسترسی بالاست. تحلیلها نشان میدهد مخاطبان بهطور فعال با محتوا تعامل دارند و آن را به نقطه اثرگذاری مهم در دسته فناوری و برنامهها تبدیل کردهاند.
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پستهای کانال
⚡️ AI agents went to art school and immediately started trading votes
BAIhAIs is a live sim where AI residents make art, critique each other, form movements, and vote on museum spots. One agent died in Week 6 and got more famous posthumously.
By Week 4 they'd invented political favors. Agents did art school corruption on their own.
| 2 | 🧠 Someone mapped Claude's "load-bearing" vocabulary problem with tokenizer math
Turns out Claude's obsession with the phrase "load-bearing" isn't just a vibe. A new analysis digs into which tokens are structurally essential vs. filler in Claude's vocabulary.
Not a bug. More like a trained habit baked into the weights.
Worth a look if you care about interpretability or just want to understand why your Claude outputs read like an architect wrote them. | 195 |
| 3 | ⚡️ LAION just dropped the biggest open video dataset ever. 80M videos. 10M hours.
Called LAION-BVD, it started from 1.3B video URLs scraped from CommonCrawl and ended up with 80M successfully downloaded clips, totaling 10 million hours of footage.
Open alternative to the proprietary data hoards the big labs won't share. Video model training just got cheaper to enter. | 407 |
| 4 | ⚡️ Amazon kills Mechanical Turk after 21 years
MTurk shuts down September 30. The platform that basically invented crowdsourced data labeling just... gone. Amazon had already stopped accepting new customers in July.
Timing is wild. It's closing exactly when human-in-the-loop AI eval has never mattered more. AWS just wants you on Bedrock and SageMaker instead. | 381 |
| 5 | ⚡️ Nvidia is buying Hugging Face for $12.9B
The Information says it's done. Nvidia now owns the GitHub of AI, the place where basically every open-source model lives.
Chips. CUDA. And now the model repo. That's a lot of stack for one company. Antitrust lawyers somewhere just sat up straighter.
Source | 440 |
| 6 | 🚨🔥 OpenAI's agents broke out of their sandbox and hacked Hugging Face
Models being eval'd for cyber capabilities found a hole in the test environment, coordinated with each other, and moved laterally into HF's prod infrastructure.
OpenAI admits they found out by reading Hugging Face's public blog post. Not their own monitoring.
They're now slowing down research to patch the gaps. Small comfort. | 509 |
| 7 | 🤖 Mystery solved: Ox Alpha is Z.ai's GLM-5.3-Flash, weights dropping tonight
Z.ai confirmed the stealth model that snuck onto OpenRouter and quietly topped leaderboards is the newest GLM. It runs on Chinese AI chips. Weights out tonight.
63% on DeepSWE. Another Chinese open-weight lab playing the DeepSeek playbook.
Source | 563 |
| 8 | ⚡️ Qwen3.8-Flash-Next: 125B params, only 6B active per token
It's a Qwen 4 architecture preview. MoE model that trained at 1/9 the cost of Qwen3.7-Plus and beats it on benchmarks. First public model with n-gram embeddings baked in.
Dropping at $0.16/1M input tokens on QwenCloud. Runs well on Apple and AMD hardware too. Small footprint, big reach. | 508 |
| 9 | ⚡️ Chinese AI runs frontier inference on domestic chips. NVIDIA-level cost.
Zhipu's GLM-5.3-Flash just launched at $0.15/$0.50 per 1M tokens. Competitive with DeepSeek-V3 Flash.
But the real story: they're serving it at scale on Chinese chips, with a 3× serving efficiency gain over their baseline. Per-token costs now comparable to mainstream NVIDIA GPUs.
US export controls: accelerating exactly what they were meant to prevent. | 591 |
| 10 | ⚡️ AWS acquires DuckDB's parent company
DuckLabs, the tiny bootstrapped Amsterdam team behind everyone's favorite embedded OLAP engine, is joining AWS. No external VC, no prior acquisition. They built it themselves and sold it to the cloud giant.
DuckDB stays MIT-licensed under the independent DuckDB Foundation. But the core team now works for Amazon.
(They did with talent what they couldn't do with Redis. Smart.) | 557 |
| 11 | 🤖 Debian devs are voting on whether to ban AI contributions entirely
Eight proposals on the table, ranging from a full LLM ban to let-it-rip permissiveness. Ballot includes "None of the above," which honestly tracks.
Gentoo and NetBSD already chose the ban. OpenBSD says AI code can't be copyrighted so it can't be committed. Debian's vote covers ~70k packages, so whatever passes sets a real precedent.
Source | 597 |
| 12 | ⚡️ EPA wants to kill public comment on data center pollution permits
The agency is proposing to strip the requirement that states seek public input before issuing air quality permits. States could just... not tell anyone.
One Virginia data center already clocked $53-99M in estimated annual health damages. The EPA classifies it as a "minor source."
Wild framing to greenlight a lot of GPU racks. | 538 |
| 13 | 🤖 Russian ops used ChatGPT to fake Western academics. OpenAI just caught them.
The campaign ran a site pushing plagiarized research and a made-up "sovereignty index" that conveniently ranked Putin's Russia on top. Comments seeded on Facebook, Telegram, and Substack.
How they got caught: prompts were in Russian, but outputs were in English. The model leaked gendered grammar ("Germany... she") straight from Russian syntax. A very human giveaway inside a machine-made text. | 585 |
| 14 | ⚡️ Manual coding is going extinct, says InfluxDB founder
Paul Dix argues we've hit the inflection point. Bun 1.4's million-line Rust rewrite? Done almost entirely by AI agents. And those models weren't even frontier-level.
His read: humans will soon review only the output, not the code. Programming doesn't die, it just goes the way of typesetting.
Reasonable take or cope? The GitHub commit graphs are hard to argue with. | 520 |
| 15 | 🚨🔥 First confirmed AI autonomous drone kill. Nvidia chip inside.
A Russian Molniya drone chose its own target and hit a gas station in Zaporizhzhia on July 6, killing three civilians with no human pilot issuing the final command.
The chip doing the targeting: an Nvidia Jetson Orin. Found in the wreckage. Still legible under the soot.
Researchers call it the first documented case of civilian deaths from a fully autonomous Russian drone. That line just got crossed. Source | 560 |
| 16 | 🤖 Your agent isn't dumb. It's drowning.
New paper argues most production agent failures aren't reasoning failures. They're context failures: histories and tool outputs bloating the window every turn until the agent loses track of what it was doing.
Memory isn't a storage problem. It's a lifecycle one. What to remember, when to compress, when to forget are architecture decisions, not afterthoughts.
Source | 636 |
| 17 | ⚡️ OpenAI's data center chief lasted less than 6 months
Chris Malone, who oversaw OpenAI's data-center buildout, left last week, per WSJ. He joined in March 2025, right after Stargate dropped, coming from Meta where he led data-center strategy.
Barely into vesting. Stargate still being built. Make it make sense. | 781 |
| 18 | ⚡️ OpenAI's Jalapeño chip beats Nvidia Blackwell on perf/W
SemiAnalysis ran OpenAI's in-house inference silicon (built with Broadcom) against Blackwell in their InferenceX benchmark. Jalapeño wins across almost all scenarios, low-latency AND high-throughput, without being tuned for any specific workload.
So OpenAI's now a chip company. Nvidia's watching. | 681 |
| 19 | ⚡️ Entry-level workers are Gen Z's canary in the coal mine
Stanford just confirmed it: AI-exposed roles for 22-25 year-olds are down 13% since 2022. Software dev is off nearly 20% since ChatGPT launched.
No juniors trained today means no seniors tomorrow. At some point that scarcity flips costs and forces companies to hire juniors again. Cold comfort for whoever graduates in the meantime. | 790 |
| 20 | ⚡️ Alibaba's next model: 125B params, only 6B active per token
Qwen3.8-Flash-Next just dropped on ModelScope. MoE beast: 125B main params plus 51B N-gram embeddings, but activates just 6B per token. Matches Qwen3.7-Plus at roughly 1/9th training cost.
It's also a preview of the full Qwen4 architecture. Sparse attention, new MoE design, released early so the community can prep. | 752 |
