Show HN: Cloudflare에서 무료로 실행하는 WhatsApp MCP
whatsapp-mcp 는 개인 Cloudflare 계정에 배포해 AI 에이전트가 WhatsApp 대화를 읽고 검색하게 하는 서버이며, 메시지 전송은 지원하지 않음 연결된 기기 로 동작하면서 요청 시와 하루 한 번 WhatsApp에 접속해 새 메시지를 수집하고 연결을 끊으며, 데이터는 자신...
TUMN 인사이트 · AI와 IT를 이해하는 실용 정보
AI와 IT의 변화를 이해하고, 실제 서비스에 적용하는 데 필요한 정보를 모읍니다.
보다 "거대 삼각형에서 안전한" 헤론의 공식을 작성하기
카한의 알고리즘은 극단적으로 큰 변의 길이를 입력하면 중간 연산에서 오버플로( inf )가 발생함 변의 길이를 1.0으로 정규화한 뒤 진구소의 알고리즘을 변형해 계산하고 스케일을 복원하면 큰 변의 길이에서도 안전하게 넓이를 구함 일반적인 케이스는 카한 방식을 쓰고 임계값...
Apple’s last-gen Mac Mini with the M4 is $150 off
Best Buy has a great deal for the rest of the day on the M4 Mac Mini base model that has 16GB RAM and a 256GB SSD. Normally, it doesn’t make a ton of sense to buy the M4 model for its usual $799 price given that the newer, faster M6 version has been available […]
Wine, OpenBSD로 이식
OpenBSD용 Wine 포트 초안 이 제안됐으며, 수십 개의 64비트 Windows 소프트웨어를 테스트한 결과 대부분 성공적으로 실행됨 gsbase 를 설정할 수 없는 문제를 명령어의 %gs 접두사 에뮬레이션 으로 해결하면서 이식이 가능해짐 가...
Disney found a way to buy Character.AI without buying its lawsuits
Character.AI faces claims its bots encouraged minors to self-harm and kill their parents.
Amazon is funding a new nuclear plant in Indiana
Amazon has signed an agreement with X-energy and American Electric Power (AEP) to fund the building of a new nuclear energy facility in Indiana. The proposed plant, which would replace the now defunct coal-fueled Breed Generating Station in Fairbanks, Sullivan County, aims to pro
Nvidia launches new open models to run agents in the enterprise and on PCs
Nvidia is leaning hard into the trend of enterprise companies wanting to run their own open models in their own data centers and also trying to make on-device, private AI agents a thing.
The Thin Orchestrator: How We Made Our AI Agents More Reliable by Giving the Router Less to Do
Sometimes, giving an AI agent all of the knowledge it needs is the wrong approach. At Meta, we’ve seen notable improvements in efficiency and accuracy by keeping the orchestration layer of our data pipeline agents deliberately thin: It routes work and enforces reliability checks,
JB Pritzker thinks AI could help us live to 100 — or threaten us like nukes
Today, I’m talking with Illinois Gov. JB Pritzker, who has a lot of thoughts about AI, tech, and privacy. If you’ve been listening to the show, you know that one of my running theories is that those issues are driving a big and maybe kind of unexpected political realignment — and
GenRecs Tokenization: Transforming Ads Recommendation at Meta with Stable Model Vocabulary
Generative Recommenders (GenRecs) represent a paradigm shift from scoring every ad to reasoning about ad content and user preferences together in order to predict the best outcome for advertisers. Leveraging the world knowledge built into LLMs makes ad matching more intelligent a
Push-based KV transfer to improve TTFT and TPOT for disaggregated inference in vLLM
vLLM's prefill-decode disaggregation splits LLM inference across engine instances but must transfer the KV cache between them. This post introduces a push-based NIXL connector that moves transfer coordination off the critical path, delivering up to 3x better TTFT and 30% better T
People are using AI to make their smart TVs dumb again
Fed up with ads, tracking and sluggish interfaces, some smart TV owners are turning to AI agents to strip away bloatware and take back control of their TVs.
Improve TTFT for multi-turn agentic workloads with bi-directional KV transfer in vLLM
Multi-turn agentic workloads reprocess growing conversation context each turn, driving up latency. See how bi-directional KV cache transfer lets prefill and decode nodes reuse previously computed context across turns, cutting time to first token by up to 1.6x for Qwen3-32B and 3.
Let's Encrypt, 도메인 검증용 원격 관측 지점 2곳 추가
Let's Encrypt 가 도메인 검증용 원격 관측 지점을 2곳 추가해, 검증 범위를 넓히고 BGP 공격 방어 를 강화함 도메인 검증 요청은 주 데이터센터 1곳과 원격 관측 지점 6곳에서 총 7회 수행하며, 기존 원격 관측 지점은 4곳이었음 검증에 ...
Apple teases MacBook Pro event next week
Apple has sent invites to a second product launch this month, and it's scheduled for October 28th at 1PM ET in Los Angeles. At the event, Apple is set to announce new Macs and a refreshed iPad Mini, according to Bloomberg. The big announcement is expected to be a new MacBook Pro
Superlite: Superpowers보다 빠른 대안
Superlite 는 명세를 받아 계획 수립, 병렬 구현, 통합 경계 점검, 리뷰까지 수행하는 Claude Code 플러그인으로, 반복적인 승인 없이 개발을 진행하도록 설계됨 파일 소유권과 인터페이스, 테스트를 명시한 작업 그래프 를 만들고, 파일을 공유하지 않으며 서로 의존...
Launch HN: Laminar (YC S24) – We trained a model to catch silent agent failures
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더 이상 Ruby gem을 개발할 마음이 없어 모든 저장소를 아카이브함
Ruby gem 개발자가 개발 중단을 명확히 알리기 위해 소스 코드 저장소를 아카이브함 개발 의욕의 바탕이었던 사람의 즐거움과 창의성을 위한 Ruby 의 시대가 지났다고 느끼며, 사람과 함께 사람을 위해 작업하던 시절과 선을 그음 Rails의 소유와 ...
Introducing Clairic, a new System One class of extraction models
Clairic is a new model from Cloudflare that is a System One extraction modeI, capable of extracting, computing, estimating, and forecasting data from unstructured inputs.
How Deepgram optimized voice AI at scale with AWS Trainium
Deepgram worked with the AWS Forward Deployed Engineering team to port its Nova-3 speech-to-text model to AWS Trainium2 for offline batch inference. This post covers porting to the AWS Neuron stack, kernel-level tuning, a data-parallel Rust runtime, and the throughput and cost re
Accelerating Mamba-2 with High-Performance Forward Pass Kernels in NVIDIA CUDA Tile
NVIDIA CUDA Tile (cuTile) is a Python-based DSL and parallel programming model for NVIDIA GPUs that automatically leverages advanced hardware capabilities to...
Show HN: Open-source early-reading reader with phonics help
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Huge DMV data breach impacted current and former Florida residents
Florida issues alerts after statewide DMV data breach linked to ShinyHunters.
Evidence (YC S21) Is Hiring Software Engineers
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Pegasus 1.5 from TwelveLabs is now available in Amazon Bedrock
TwelveLabs Pegasus 1.5 is now available in Amazon Bedrock. The video language model turns long-form video into structured, timestamped metadata: define the moments that matter and get every matching segment back as JSON, with new video segmentation, multimodal prompting with refe
여전히 프로그래밍을 즐겨도 괜찮다
업무에서 직접 작성한 코드의 경제성 은 달라졌지만, 일은 삶의 전부가 아니며 프로그래밍을 즐기는 데 경제적 정당화는 필요하지 않음 주말에 버그 많은 Breakout 클론 을 직접 만드는 즐거움은 문제를 풀어가는 과정에 있으며, Claude가 한 번에 만들 수 있는지는 ...
Tolan snags $30M for its AI companion that helps users navigate life
AI companion app Tolan has raised another $30 million after attracting more than 250,000 active users.
Tenstorrent hits $6.2B valuation to scale open-weight AI chips
After drawing acquisition interest earlier this year, the Nvidia challenger raised $1.5 billion to remain independent.
Cutting our inference bill by 68% by being obsessive about optimization
When our AI code reviewer's cost per run doubled, we dug into the token usage to find out why. Learn how we used prompt caching and intelligent model routing to slash our inference bill by 68% while speeding up reviews.
Towards Company World Models
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