- The Transformation of the Workplace Through Robotics, Artificial Intelligence, and Automation — fascinating legal questions about the rise of the automated workforce. . Is an employer required to bargain if it wishes to acquire robots to do work previously performed by unionized employees working under a collective bargaining agreement? does the collective bargaining agreement control the use of robots to perform this work? A unionized employer seeking to add robots to its business process must consider these questions. (via Robotenomics)
- The Invasive Valley of Personalization (Maria Anderson) — there is a fine line between useful personalization and creepy personalization. It reminded me of the “uncanny valley” in human robotics. So I plotted the same kind of curves on two axes: Access to Data as the horizontal axis, and Perceived Helpfulness on the vertical axis. For technology to get vast access to data AND make it past the invasive valley, it would have to be perceived as very high on the perceived helpfulness scale.
- Coffee and Feature Creep — fantastic story of how a chat system became a bank. (via BoingBoing)
- The Rise and Fall of PCs — use this slide of market share over time by device whenever you need to talk about the “post-PC age”. (via dataisugly subreddit)
Remote Work, Raspberry Pi Code Machine, Low-Latency Data Processing, and Probabilistic Table Parsing
- Fog Creek’s Remote Work Policy — In the absence of new information, the assumption is that you’re producing. When you step outside the HQ work environment, you should flip that burden of proof. The burden is on you to show that you’re being productive. Is that because we don’t trust you? No. It’s because a few normal ways of staying involved (face time, informal chats, lunch) have been removed.
- MillWheel (PDF) — a framework for building low-latency data-processing applications that is widely used at Google. Users specify a directed computation graph and application code for individual nodes, and the system manages persistent state and the continuous ﬂow of records, all within the envelope of the framework’s fault-tolerance guarantees. From Google Research.
- Probabilistic Scraping of Plain Text Tables — the method leverages topological understanding of tables, encodes it declaratively into a mixed integer/linear program, and integrates weak probabilistic signals to classify the whole table in one go (at sub second speeds). This method can be used for any kind of classification where you have strong logical constraints but noisy data.
Ryo Chijiiwa, a software engineer who left it all behind, shares the benefits of off-the-grid living.
Burnt out from years of school and tech work, Ryo Chijiiwa quit his job and moved off the grid. In this interview, Chijiiwa talks about how solitude and time in the wilderness has changed his perspective on work and life.