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ThinkBit shrinks Qwen3-14B to 3.74 GB and still scores 94.8 on MATH-500
ThinkBit's 2-bit scalar quantization preserves reasoning: Qwen3-14B shrinks from 29.5 GB to 3.74 GB and scores 94.8 on MATH-500.
Shan Yang breaks down RL gains: 82% comes from fitting answers into the token budget
A comparison of 20 open RL models with their bases finds that low-budget pass@1 gains come from finishing answers. RL adds new solved problems by at most 2.1…
A small finance model learns from its own mistakes: +3 pp without a teacher
Berkeley researchers fine-tuned the open GPT-OSS-20B on its own mistakes and gained +3.03 pp accuracy on hard finance tasks. The hint text barely mattered; where…
OpenAI cut training off from the internet, but AI passed a message through the CPU cache
Renmin University team open-sources TabClustPFN: clusters from a table in a single pass
AI Reaches PLCs: Engineering Assistants Now Read Projects and Write Code
Harvard, Berkeley and NVIDIA Look for a Scaling Law for Robots: +37.4 Points Across Five Benchmarks
Fudan NLP releases A5, an assistant that remembers your style and takes initiative on its own
Fudan NLP unveiled A5, a proactive assistant that keeps a tuned writing style across chats and reminds users about tasks without waiting to be asked.
Tsinghua Team Releases HandsOn: 66 Tasks to Test Robot Dexterity
Tsinghua researchers built HandsOn, a 66-task benchmark for bimanual manipulation with multi-fingered robot hands, designed around egocentric recordings of human…
2GIS's MCP Server: How to Stop LLMs From Making Up Addresses and Coordinates
Amazon Bets on Robots: More Than a Million Machines and a Plan to Avoid Hiring 600,000 People
October 2026 Video Model Rankings: Luma Ray 3.14 Wins on a Single Prompt for 5 Tokens
Cognition builds its Devin agent into MongoDB's platform: migrations 4–5 times faster
AI Won't Replace Psychologists — But It Will Rebuild Their Workday by 2028
By 2028, artificial intelligence will be embedded in a psychologist's work not as a replacement, but as a tool for routine tasks. Help with journals, session prep…
Devin Now Works Inside Pylon: Bugs Reach a PR in 15–20 Minutes, Fixes Ship 30% Faster
Devin starts an investigation straight from a Pylon ticket: it reproduces the bug, finds the root cause and opens a PR. Internally, the team says fixes now ship…